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2020 – today
- 2024
[j228]Erik Cuevas
, Carlos Guzmán-Rosales, Marco Pérez-Cisneros, Ram Sarkar:
A Graph Segmentation Method Based on Compatibility Subgraph Aggregation. IEEE Access 12: 48277-48293 (2024)- [j227]Arpan Basu, Rishav Pramanik, Ram Sarkar:
Wanet: weight and attention network for video summarization. Discov. Artif. Intell. 4(1) (2024) - [j226]Pawan Kumar Singh, Ram Sarkar, Vikrant Bhateja, Mita Nasipuri:
A comprehensive handwritten Indic script recognition system: a tree-based approach. J. Ambient Intell. Humaniz. Comput. 15(1): 943-960 (2024) - [j225]Soumyajit Gayen, Sourajit Maity, Pawan Kumar Singh, Zong Woo Geem, Ram Sarkar:
Two decades of vehicle make and model recognition - Survey, challenges and future directions. J. King Saud Univ. Comput. Inf. Sci. 36(1): 101885 (2024) - [j224]Asfak Ali, Ram Sarkar, Debesh Kumar Das:
IRUVD: a new still-image based dataset for automatic vehicle detection. Multim. Tools Appl. 83(3): 6755-6781 (2024) - [j223]Somnath Chatterjee, Debyarati Saha, Shibaprasad Sen, Diego Oliva, Ram Sarkar:
Moth-flame optimization based deep feature selection for facial expression recognition using thermal images. Multim. Tools Appl. 83(4): 11299-11322 (2024) - [j222]Sayan Mondal, Pratyay De, Samir Malakar, Ram Sarkar:
OMRNet: A lightweight deep learning model for optical mark recognition. Multim. Tools Appl. 83(5): 14011-14045 (2024) - [j221]Sourajit Maity, Debam Saha, Pawan Kumar Singh, Ram Sarkar:
JUIVCDv1: development of a still-image based dataset for indian vehicle classification. Multim. Tools Appl. 83(28): 71379-71406 (2024) - [j220]Trinav Bhattacharyya, Bitanu Chatterjee, Ram Sarkar, Mahantapas Kundu:
Segmentation of brain MRI using moth-flame optimization with modified cross entropy based fitness function. Multim. Tools Appl. 83(32): 77945-77966 (2024) - [j219]Nandita Gautam, Abhishek Basu, Ram Sarkar:
Lung cancer detection from thoracic CT scans using an ensemble of deep learning models. Neural Comput. Appl. 36(5): 2459-2477 (2024) - [j218]Mridul Biswas, Ritodeep Sikdar, Ram Sarkar, Mahantapas Kundu:
A CNN model with pseudo dense layers: some case studies on medical image classification. Netw. Model. Anal. Health Informatics Bioinform. 13(1): 41 (2024) - [j217]Asfak Ali, Ram Sarkar, Sheli Sinha Chaudhuri:
Wavelet-based Auto-Encoder for simultaneous haze and rain removal from images. Pattern Recognit. 150: 110370 (2024) - [j216]Rajdeep Bhattacharya, Rajonya De, Anuran Chakraborty, Ram Sarkar:
Clustering Based Undersampling for Effective Learning from Imbalanced Data: An Iterative Approach. SN Comput. Sci. 5(4): 386 (2024) - [j215]Debasmit Roy, Rishav Pramanik, Ram Sarkar:
Margin-Aware Adaptive-Weighted-Loss for Deep Learning Based Imbalanced Data Classification. IEEE Trans. Artif. Intell. 5(2): 776-785 (2024) - [j214]Ayush Roy, Sk Mohiuddin, Ram Sarkar:
A Similarity-Based Positional Attention-Aided Deep Learning Model for Copy-Move Forgery Detection. IEEE Trans. Artif. Intell. 5(9): 4354-4363 (2024) - [j213]Ayush Roy, Payel Pramanik, Ram Sarkar:
EU2-Net: A Parameter Efficient Ensemble Model With Attention-Aided Triple Feature Fusion for Tumor Segmentation in Breast Ultrasound Images. IEEE Trans. Instrum. Meas. 73: 1-7 (2024) - [c49]Akash Halder, Sugata Laha, Saptarshi Bandyopadhyay, Friedhelm Schwenker, Ram Sarkar:
A Metaheuristic Optimization Based Deep Feature Selection for Oral Cancer Classification. ANNPR 2024: 132-143 - [c48]Ayush Roy, Anurag Bhattacharjee, Diego Oliva, Oscar Ramos-Soto, Francisco J. Alvarez-Padilla, Ram Sarkar:
FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-Rays. CBMS 2024: 338-343 - [c47]Ayush Roy, Payel Pramanik, Dmitrii Kaplun, Sergei Antonov, Ram Sarkar:
Awgunet: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology Images. ISBI 2024: 1-4 - [c46]Ayush Roy, Sujan Sarkar, Sohom Ghosal, Dmitrii I. Kaplun, Asya I. Lyanova, Ram Sarkar:
A Wavelet Guided Attention Module for Skin Cancer Classification with Gradient-Based Feature Fusion. ISBI 2024: 1-4 - [c45]Soham Chakraborty, Ayush Roy, Payel Pramanik, Daria Valenkova, Ram Sarkar:
A Dual Attention-aided DenseNet-121 for Classification of Glaucoma from Fundus Images. MECO 2024: 1-4 - [c44]Triyas Ghosh, Soumyajit Gayen, Sourajit Maity, Daria Valenkova, Ram Sarkar:
A Feature Fusion based Custom Deep Learning Model for Vehicle Make and Model Recognition. MECO 2024: 1-4 - [c43]Ayush Roy, Payel Pramanik, Sohom Ghosal, Daria Valenkova, Dmitrii I. Kaplun, Ram Sarkar:
GRU-Net: Gaussian Attention Aided Dense Skip Connection Based MultiResUNet for Breast Histopathology Image Segmentation. MIUA (1) 2024: 300-313 - [i30]Ayush Roy, Payel Pramanik, Dmitrii I. Kaplun, Sergei Antonov, Ram Sarkar:
AWGUNET: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology Images. CoRR abs/2406.08425 (2024) - [i29]Ayush Roy, Payel Pramanik, Sohom Ghosal, Daria Valenkova, Dmitry I. Kaplun, Ram Sarkar:
GRU-Net for breast histopathology image segmentation. CoRR abs/2406.08604 (2024) - [i28]Soham Chakraborty, Ayush Roy, Payel Pramanik, Daria Valenkova, Ram Sarkar:
A Dual Attention-aided DenseNet-121 for Classification of Glaucoma from Fundus Images. CoRR abs/2406.15113 (2024) - [i27]Ayush Roy, Anurag Bhattacharjee, Diego Oliva, Oscar Ramos-Soto, Francisco J. Alvarez-Padilla, Ram Sarkar:
FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-Rays. CoRR abs/2406.15117 (2024) - [i26]Ayush Roy, Sujan Sarkar, Sohom Ghosal, Dmitry I. Kaplun, Asya I. Lyanova, Ram Sarkar:
A Wavelet Guided Attention Module for Skin Cancer Classification with Gradient-based Feature Fusion. CoRR abs/2406.15128 (2024) - 2023
- [j212]Karla Avila, Erik Cuevas, Marco Pérez, Ram Sarkar:
A New Metaphor-Free Metaheuristic Approach Based on Complex Networks and Bezier Curves. IEEE Access 11: 104038-104069 (2023) - [j211]Erik Cuevas, Héctor Escobar, Ram Sarkar, Heba F. Eid:
A new population initialization approach based on Metropolis-Hastings (MH) method. Appl. Intell. 53(13): 16575-16593 (2023) - [j210]Agnish Bhattacharya, Biswajit Saha, Soham Chattopadhyay, Ram Sarkar:
Deep feature selection using adaptive β-Hill Climbing aided whale optimization algorithm for lung and colon cancer detection. Biomed. Signal Process. Control. 83: 104692 (2023) - [j209]Shyam Marjit, Trinav Bhattacharyya, Bitanu Chatterjee, Ram Sarkar:
Simulated annealing aided genetic algorithm for gene selection from microarray data. Comput. Biol. Medicine 158: 106854 (2023) - [j208]Debjit Sarkar, Sourodeep Roy, Samir Malakar, Ram Sarkar:
A modified GNN architecture with enhanced aggregator and Message Passing Functions. Eng. Appl. Artif. Intell. 122: 106077 (2023) - [j207]Rishav Pramanik, Ritodeep Sikdar, Ram Sarkar:
Transformer-based deep reverse attention network for multi-sensory human activity recognition. Eng. Appl. Artif. Intell. 122: 106150 (2023) - [j206]Rishav Pramanik, Bihan Banerjee, Ram Sarkar:
MSENet: Mean and standard deviation based ensemble network for cervical cancer detection. Eng. Appl. Artif. Intell. 123(Part B): 106336 (2023) - [j205]Bitanu Chatterjee, Trinav Bhattacharyya, Kushal Kanti Ghosh, Agneet Chatterjee, Ram Sarkar:
A novel meta-heuristic approach for influence maximization in social networks. Expert Syst. J. Knowl. Eng. 40(4) (2023) - [j204]Samriddha Majumdar, Payel Pramanik, Ram Sarkar:
Gamma function based ensemble of CNN models for breast cancer detection in histopathology images. Expert Syst. Appl. 213(Part): 119022 (2023) - [j203]Rishav Pramanik, Payel Pramanik, Ram Sarkar:
Breast cancer detection in thermograms using a hybrid of GA and GWO based deep feature selection method. Expert Syst. Appl. 219: 119643 (2023) - [j202]Anurup Naskar, Rishav Pramanik, S. K. Sabbir Hossain, Seyedali Mirjalili, Ram Sarkar:
Late acceptance hill climbing aided chaotic harmony search for feature selection: An empirical analysis on medical data. Expert Syst. Appl. 221: 119745 (2023) - [j201]Dmitrii I. Kaplun, Mikhail Bogachev, Pawan Kumar Singh, Ram Sarkar:
Editorial: Bringing together data- and knowledge-driven solutions for a better understanding and effective diagnostics of neurological disorders. Frontiers Neuroinformatics 17 (2023) - [j200]Pratik Bhowal, Subhankar Sen, Ram Sarkar:
A two-tier feature selection method using Coalition game and Nystrom sampling for screening COVID-19 from chest X-Ray images. J. Ambient Intell. Humaniz. Comput. 14(4): 3659-3674 (2023) - [j199]Sourodeep Roy, Debjit Sarkar, Samir Malakar, Ram Sarkar:
Offline signature verification system: a graph neural network based approach. J. Ambient Intell. Humaniz. Comput. 14(7): 8219-8229 (2023) - [j198]Samir Malakar, Swaraj Sen, Sergei Romanov, Dmitry I. Kaplun, Ram Sarkar:
Role of transfer functions in PSO to select diagnostic attributes for chronic disease prediction: An experimental study. J. King Saud Univ. Comput. Inf. Sci. 35(9): 101757 (2023) - [j197]Ritam Guha, Kushal Kanti Ghosh, Suman Kumar Bera, Ram Sarkar, Seyedali Mirjalili:
Discrete equilibrium optimizer combined with simulated annealing for feature selection. J. Comput. Sci. 67: 101942 (2023) - [j196]Soham Chattopadhyay, Arijit Dey, Pawan Kumar Singh, Ali Ahmadian, Ram Sarkar:
A feature selection model for speech emotion recognition using clustering-based population generation with hybrid of equilibrium optimizer and atom search optimization algorithm. Multim. Tools Appl. 82(7): 9693-9726 (2023) - [j195]Anubhab Das, Arka Choudhuri, Arpan Basu, Ram Sarkar:
Generation of a synthetic handwritten Bangla compound character dataset using a modified conditional GAN architecture. Multim. Tools Appl. 82(10): 14775-14797 (2023) - [j194]Sagnik Ganguly, Sanmit Mandal, Samir Malakar, Ram Sarkar:
Copy-move forgery detection using local tetra pattern based texture descriptor. Multim. Tools Appl. 82(13): 19621-19642 (2023) - [j193]Sk Mohiuddin, Samir Malakar, Ram Sarkar:
An ensemble approach to detect copy-move forgery in videos. Multim. Tools Appl. 82(16): 24269-24288 (2023) - [j192]Avirup Bhattacharyya, Avigyan Bhattacharya, Sourajit Maity, Pawan Kumar Singh, Ram Sarkar:
JUVDsi v1: developing and benchmarking a new still image database in Indian scenario for automatic vehicle detection. Multim. Tools Appl. 82(21): 32883-32915 (2023) - [j191]Sk Mohiuddin, Samir Malakar, Munish Kumar, Ram Sarkar:
A comprehensive survey on state-of-the-art video forgery detection techniques. Multim. Tools Appl. 82(22): 33499-33539 (2023) - [j190]Apu Sarkar, S. K. Sabbir Hossain, Ram Sarkar:
Human activity recognition from sensor data using spatial attention-aided CNN with genetic algorithm. Neural Comput. Appl. 35(7): 5165-5191 (2023) - [j189]Payel Pramanik, Souradeep Mukhopadhyay, Seyedali Mirjalili, Ram Sarkar:
Deep feature selection using local search embedded social ski-driver optimization algorithm for breast cancer detection in mammograms. Neural Comput. Appl. 35(7): 5479-5499 (2023) - [j188]Sk Mohiuddin, Khalid Hassan Sheikh, Samir Malakar, Juan D. Velásquez, Ram Sarkar:
A hierarchical feature selection strategy for deepfake video detection. Neural Comput. Appl. 35(13): 9363-9380 (2023) - [j187]Apu Sarkar, S. K. Sabbir Hossain, Ram Sarkar:
Correction to: Human activity recognition from sensor data using spatial attention-aided CNN with genetic algorithm. Neural Comput. Appl. 35(16): 12239 (2023) - [j186]Ashis Paul, Arpan Basu, Mufti Mahmud, M. Shamim Kaiser, Ram Sarkar:
Inverted bell-curve-based ensemble of deep learning models for detection of COVID-19 from chest X-rays. Neural Comput. Appl. 35(22): 16113-16127 (2023) - [j185]Souradeep Mukhopadhyay, S. K. Sabbir Hossain, Samir Malakar, Erik Cuevas, Ram Sarkar:
Image contrast improvement through a metaheuristic scheme. Soft Comput. 27(18): 13657-13676 (2023) - [j184]Pratik Bhowal, Subhankar Sen, Jin Hee Yoon, Zong Woo Geem, Ram Sarkar:
Evaluation of Fuzzy Measures Using Dempster-Shafer Belief Structure: A Classifier Fusion Framework. IEEE Trans. Fuzzy Syst. 31(5): 1593-1603 (2023) - [j183]Samir Malakar, Samanway Sahoo, Anuran Chakraborty, Ram Sarkar, Mita Nasipuri:
Handwritten Arabic and Roman word recognition using holistic approach. Vis. Comput. 39(7): 2909-2932 (2023) - [c42]Kunal Biswas, Palaiahnakote Shivakumara, Umapada Pal, Ram Sarkar:
A New Contrastive Learning Based Model for Estimating Degree of Multiple Personality Traits Using Social Media Posts. ACPR (2) 2023: 15-29 - [c41]Shib Sankar Sarkar, Md. Salman Ansari, Kalyani Mali, Ram Sarkar:
Classification of Microstructural Steel Images Using an Attention-Aided Transfer Learning Network. CICBA (2) 2023: 235-244 - 2022
- [j182]Ritam Guha, Soulib Ghosh, Kushal Kanti Ghosh, Erik Cuevas, Marco Antonio Pérez Cisneros, Ram Sarkar:
Groundwater Flow Algorithm: A Novel Hydro-Geology Based Optimization Algorithm. IEEE Access 10: 132193-132211 (2022) - [j181]Subhrajit Dey, Rajarshi Roychoudhury, Samir Malakar, Ram Sarkar:
An optimized fuzzy ensemble of convolutional neural networks for detecting tuberculosis from Chest X-ray images. Appl. Soft Comput. 114: 108094 (2022) - [j180]Rishav Pramanik, Sourodip Sarkar, Ram Sarkar:
An adaptive and altruistic PSO-based deep feature selection method for Pneumonia detection from Chest X-rays. Appl. Soft Comput. 128: 109464 (2022) - [j179]Avinandan Banerjee, Arya Sarkar, Sayantan Roy, Pawan Kumar Singh, Ram Sarkar:
COVID-19 chest X-ray detection through blending ensemble of CNN snapshots. Biomed. Signal Process. Control. 78: 104000 (2022) - [j178]Somnath Chatterjee, Shreya Biswas, Arindam Majee, Shibaprasad Sen, Diego Oliva, Ram Sarkar:
Breast cancer detection from thermal images using a Grunwald-Letnikov-aided Dragonfly algorithm-based deep feature selection method. Comput. Biol. Medicine 141: 105027 (2022) - [j177]Rohit Kundu, Soham Chattopadhyay, Erik Cuevas, Ram Sarkar:
AltWOA: Altruistic Whale Optimization Algorithm for feature selection on microarray datasets. Comput. Biol. Medicine 144: 105349 (2022) - [j176]Soham Chattopadhyay, Arijit Dey, Pawan Kumar Singh, Ram Sarkar:
DRDA-Net: Dense residual dual-shuffle attention network for breast cancer classification using histopathological images. Comput. Biol. Medicine 145: 105437 (2022) - [j175]Alma Rodríguez, Erik Cuevas, Daniel Zaldivar, Bernardo Morales-Castañeda, Ram Sarkar, Essam H. Houssein:
An agent-based transmission model of COVID-19 for re-opening policy design. Comput. Biol. Medicine 148: 105847 (2022) - [j174]Soham Chattopadhyay, Arijit Dey, Pawan Kumar Singh, Diego Oliva, Erik Cuevas, Ram Sarkar:
MTRRE-Net: A deep learning model for detection of breast cancer from histopathological images. Comput. Biol. Medicine 150: 106155 (2022) - [j173]Rishav Pramanik, Momojit Biswas, Shibaprasad Sen, Luis Antônio de Souza Júnior, João Paulo Papa, Ram Sarkar:
A fuzzy distance-based ensemble of deep models for cervical cancer detection. Comput. Methods Programs Biomed. 219: 106776 (2022) - [j172]Shreyan Ganguly, Pratik Bhowal, Diego Oliva, Ram Sarkar:
BLeafNet: A Bonferroni mean operator based fusion of CNN models for plant identification using leaf image classification. Ecol. Informatics 69: 101585 (2022) - [j171]Essam H. Houssein, Mohamed A. Mahdy, Doaa Shebl, Awais Manzoor, Ram Sarkar, Waleed M. Mohamed:
An efficient slime mould algorithm for solving multi-objective optimization problems. Expert Syst. Appl. 187: 115870 (2022) - [j170]Pratik Bhowal, Subhankar Sen, Juan D. Velásquez, Ram Sarkar:
Fuzzy ensemble of deep learning models using choquet fuzzy integral, coalition game and information theory for breast cancer histology classification. Expert Syst. Appl. 190: 116167 (2022) - [j169]Arpan Basu, Khalid Hassan Sheikh, Erik Cuevas, Ram Sarkar:
COVID-19 detection from CT scans using a two-stage framework. Expert Syst. Appl. 193: 116377 (2022) - [j168]Arya Sarkar, Avinandan Banerjee, Pawan Kumar Singh, Ram Sarkar:
3D Human Action Recognition: Through the eyes of researchers. Expert Syst. Appl. 193: 116424 (2022) - [j167]Shameem Ahmed, Khalid Hassan Sheikh, Seyedali Mirjalili, Ram Sarkar:
Binary Simulated Normal Distribution Optimizer for feature selection: Theory and application in COVID-19 datasets. Expert Syst. Appl. 200: 116834 (2022) - [j166]Subhrajit Dey, Rajdeep Bhattacharya, Samir Malakar, Friedhelm Schwenker, Ram Sarkar:
CovidConvLSTM: A fuzzy ensemble model for COVID-19 detection from chest X-rays. Expert Syst. Appl. 206: 117812 (2022) - [j165]Bitanu Chatterjee, Shameem Ahmed, Trinav Bhattacharyya, Ram Sarkar:
(MF)2LS: Memetic framework with memory based fuzzy local search. Expert Syst. Appl. 209: 118293 (2022) - [j164]Shreyan Ganguly, Aditya Ganguly, Sk Mohiuddin, Samir Malakar, Ram Sarkar:
ViXNet: Vision Transformer with Xception Network for deepfakes based video and image forgery detection. Expert Syst. Appl. 210: 118423 (2022) - [j163]Debanshu Banerjee, Pratik Bhowal, Samir Malakar, Eirk Cuevas, Marco Antonio Pérez Cisneros, Ram Sarkar:
Z-Transform-Based Profile Matching to Develop a Learning-Free Keyword Spotting Method for Handwritten Document Images. Int. J. Comput. Intell. Syst. 15(1): 93 (2022) - [j162]Debanshu Banerjee, Pratik Bhowal, Samir Malakar, Erik Cuevas, Marco Antonio Pérez Cisneros, Ram Sarkar:
Correction: Z-Transform-Based Profile Matching to Develop a Learning-Free Keyword Spotting Method for Handwritten Document Images. Int. J. Comput. Intell. Syst. 15(1): 104 (2022) - [j161]Soumitri Chattopadhyay, Rohit Kundu, Pawan Kumar Singh, Seyedali Mirjalili, Ram Sarkar:
Pneumonia detection from lung X-ray images using local search aided sine cosine algorithm based deep feature selection method. Int. J. Intell. Syst. 37(7): 3777-3814 (2022) - [j160]Sagnik Ghosal, Mainak Sarkar, Ram Sarkar:
NoFED-Net: Nonlinear Fuzzy Ensemble of Deep Neural Networks for Human Activity Recognition. IEEE Internet Things J. 9(18): 17526-17535 (2022) - [j159]Pratik Bhowal, Debanshu Banerjee, Samir Malakar, Ram Sarkar:
A two-tier ensemble approach for writer dependent online signature verification. J. Ambient Intell. Humaniz. Comput. 13(1): 21-40 (2022) - [j158]Chiradeep Dey, Rajarshi Bose, Kushal Kanti Ghosh, Samir Malakar, Ram Sarkar:
LAGOA: Learning automata based grasshopper optimization algorithm for feature selection in disease datasets. J. Ambient Intell. Humaniz. Comput. 13(6): 3175-3194 (2022) - [j157]Rohit Kundu, Pawan Kumar Singh, Massimiliano Ferrara, Ali Ahmadian, Ram Sarkar:
ET-NET: an ensemble of transfer learning models for prediction of COVID-19 infection through chest CT-scan images. Multim. Tools Appl. 81(1): 31-50 (2022) - [j156]Ritam Guha, Imran Alam, Suman Kumar Bera, Neeraj Kumar, Ram Sarkar:
Enhancement of image contrast using Selfish Herd Optimizer. Multim. Tools Appl. 81(1): 637-657 (2022) - [j155]Riktim Mondal, Samir Malakar, Elisa H. Barney Smith, Ram Sarkar:
Handwritten English word recognition using a deep learning based object detection architecture. Multim. Tools Appl. 81(1): 975-1000 (2022) - [j154]Biswarup Ray, Soulib Ghosh, Shameem Ahmed, Ram Sarkar, Mita Nasipuri:
Outlier detection using an ensemble of clustering algorithms. Multim. Tools Appl. 81(2): 2681-2709 (2022) - [j153]Subhrajit Dey, Rajarshi Roychoudhury, Samir Malakar, Ram Sarkar:
Screening of breast cancer from thermogram images by edge detection aided deep transfer learning model. Multim. Tools Appl. 81(7): 9331-9349 (2022) - [j152]Neelotpal Chakraborty, Arkoprobho Mitra, Ayush Choudhury, Ayatullah Faruk Mollah, Subhadip Basu, Ram Sarkar:
How to handle bi/tri-lingual Indic texts in a single image? A new dataset of natural scene and born-digital images. Multim. Tools Appl. 81(11): 15367-15394 (2022) - [j151]S. K. Sabbir Hossain, Souradeep Mukhopadhyay, Biswarup Ray, Sudipta Kumar Ghosal, Ram Sarkar:
A secured image steganography method based on ballot transform and genetic algorithm. Multim. Tools Appl. 81(27): 38429-38458 (2022) - [j150]Ashis Paul, Rishav Pramanik, Samir Malakar, Ram Sarkar:
An ensemble of deep transfer learning models for handwritten music symbol recognition. Neural Comput. Appl. 34(13): 10409-10427 (2022) - [j149]Avishek Garain, Biswarup Ray, Fabio Giampaolo, Juan D. Velásquez, Pawan Kumar Singh, Ram Sarkar:
GRaNN: feature selection with golden ratio-aided neural network for emotion, gender and speaker identification from voice signals. Neural Comput. Appl. 34(17): 14463-14486 (2022) - [j148]Avinandan Banerjee, Sayantan Roy, Rohit Kundu, Pawan Kumar Singh, Vikrant Bhateja, Ram Sarkar:
An ensemble approach for still image-based human action recognition. Neural Comput. Appl. 34(21): 19269-19282 (2022) - [j147]Shreyan Ganguly, Sk Mohiuddin, Samir Malakar, Erik Cuevas, Ram Sarkar:
Visual attention-based deepfake video forgery detection. Pattern Anal. Appl. 25(4): 981-992 (2022) - [j146]Hritam Basak, Rohit Kundu, Ram Sarkar:
MFSNet: A multi focus segmentation network for skin lesion segmentation. Pattern Recognit. 128: 108673 (2022) - [j145]Ankan Bhattacharyya, Rajatsubhra Chakraborty, Soumyajit Saha, Shibaprasad Sen, Ram Sarkar, Kaushik Roy:
A Two-Stage Deep Feature Selection Method for Online Handwritten Bangla and Devanagari Basic Character Recognition. SN Comput. Sci. 3(4): 260 (2022) - [j144]Soulib Ghosh, Khalid Hassan Sheikh, Hussain Ali Khan, Ankur Manna, Showmik Bhowmik, Ram Sarkar:
Application of texture-based features for text non-text classification in printed document images with novel feature selection algorithm. Soft Comput. 26(2): 891-909 (2022) - [j143]Ali Hussain Khan, Shameem Ahmed, Suman Kumar Bera, Seyedali Mirjalili, Diego Oliva, Ram Sarkar:
Enhancing the contrast of the grey-scale image based on meta-heuristic optimization algorithm. Soft Comput. 26(13): 6293-6315 (2022) - [j142]Pawan Kumar Singh, Ram Sarkar, Ajith Abraham, Mita Nasipuri:
A Case Study on Handwritten Indic Script Classification: Benchmarking of the Results at Page, Block, Text-line, and Word Levels. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21(2): 32:1-32:36 (2022) - [j141]Ritabrata Sanyal, Devroop Kar, Ram Sarkar:
Carcinoma Type Classification From High-Resolution Breast Microscopy Images Using a Hybrid Ensemble of Deep Convolutional Features and Gradient Boosting Trees Classifiers. IEEE ACM Trans. Comput. Biol. Bioinform. 19(4): 2124-2136 (2022) - [c40]Hritam Basak, Sagnik Ghosal, Ram Sarkar:
Addressing Class Imbalance in Semi-supervised Image Segmentation: A Study on Cardiac MRI. MICCAI (8) 2022: 224-233 - [i25]Hritam Basak, Rohit Kundu, Ram Sarkar:
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation. CoRR abs/2203.14341 (2022) - [i24]Rishav Pramanik, Sourodip Sarkar, Ram Sarkar:
An Adaptive and Altruistic PSO-based Deep Feature Selection Method for Pneumonia Detection from Chest X-Rays. CoRR abs/2208.03558 (2022) - [i23]Hritam Basak, Sagnik Ghosal, Ram Sarkar:
Addressing Class Imbalance in Semi-supervised Image Segmentation: A Study on Cardiac MRI. CoRR abs/2209.00123 (2022) - 2021
- [j140]Avishek Garain, Biswarup Ray, Pawan Kumar Singh, Ali Ahmadian, Norazak Senu, Ram Sarkar:
GRA_Net: A Deep Learning Model for Classification of Age and Gender From Facial Images. IEEE Access 9: 85672-85689 (2021) - [j139]Tauseef Khan, Ram Sarkar, Ayatullah Faruk Mollah:
Deep learning approaches to scene text detection: a comprehensive review. Artif. Intell. Rev. 54(5): 3239-3298 (2021) - [j138]Subhrajit Dey, Rajdeep Bhattacharya, Friedhelm Schwenker, Ram Sarkar:
Median Filter Aided CNN Based Image Denoising: An Ensemble Approach. Algorithms 14(4): 109 (2021) - [j137]Shibaprasad Sen, Soumyajit Saha, Somnath Chatterjee, Seyedali Mirjalili, Ram Sarkar:
A bi-stage feature selection approach for COVID-19 prediction using chest CT images. Appl. Intell. 51(12): 8985-9000 (2021) - [j136]Biswarup Ray, Avishek Garain, Ram Sarkar:
An ensemble-based hotel recommender system using sentiment analysis and aspect categorization of hotel reviews. Appl. Soft Comput. 98: 106935 (2021) - [j135]Manosij Ghosh, Sagnik Sen, Ram Sarkar, Ujjwal Maulik:
Quantum squirrel inspired algorithm for gene selection in methylation and expression data of prostate cancer. Appl. Soft Comput. 105: 107221 (2021) - [j134]Rajarshi Bandyopadhyay, Arpan Basu, Erik Cuevas, Ram Sarkar:
Harris Hawks optimisation with Simulated Annealing as a deep feature selection method for screening of COVID-19 CT-scans. Appl. Soft Comput. 111: 107698 (2021) - [j133]Anuran Chakraborty, Kushal Kanti Ghosh, Rajonya De, Erik Cuevas, Ram Sarkar:
Learning automata based particle swarm optimization for solving class imbalance problem. Appl. Soft Comput. 113(Part): 107959 (2021) - [j132]Soham Das, Soumya Deep Roy, Samir Malakar, Juan D. Velásquez, Ram Sarkar:
Bi-Level Prediction Model for Screening COVID-19 Patients Using Chest X-Ray Images. Big Data Res. 25: 100233 (2021) - [j131]Subhrajit Dey, Rajdeep Bhattacharya, Samir Malakar, Seyedali Mirjalili, Ram Sarkar:
Choquet fuzzy integral-based classifier ensemble technique for COVID-19 detection. Comput. Biol. Medicine 135: 104585 (2021) - [j130]Rohit Kundu, Pawan Kumar Singh, Seyedali Mirjalili, Ram Sarkar:
COVID-19 detection from lung CT-Scans using a fuzzy integral-based CNN ensemble. Comput. Biol. Medicine 138: 104895 (2021) - [j129]Sudipta Kumar Ghosal, Souradeep Mukhopadhyay, S. K. Sabbir Hossain, Ram Sarkar:
Exploiting Laguerre transform in image steganography. Comput. Electr. Eng. 89: 106964 (2021) - [j128]Soumyadeep Thakur, Anuran Chakraborty, Rajonya De, Neeraj Kumar, Ram Sarkar:
Intrusion detection in cyber-physical systems using a generic and domain specific deep autoencoder model. Comput. Electr. Eng. 91: 107044 (2021) - [j127]Pawan Kumar Singh, Iman Chatterjee, Ram Sarkar, Elisa H. Barney Smith, Mita Nasipuri:
A new feature extraction approach for script invariant handwritten numeral recognition. Expert Syst. J. Knowl. Eng. 38(6) (2021) - [j126]Avishek Garain, Pawan Kumar Singh, Ram Sarkar:
FuzzyGCP: A deep learning architecture for automatic spoken language identification from speech signals. Expert Syst. Appl. 168: 114416 (2021) - [j125]Kushal Kanti Ghosh, Shemim Begum, Aritra Sardar, Sukdev Adhikary, Manosij Ghosh, Munish Kumar, Ram Sarkar:
Theoretical and empirical analysis of filter ranking methods: Experimental study on benchmark DNA microarray data. Expert Syst. Appl. 169: 114485 (2021) - [j124]Shemim Begum, Ram Sarkar, Debasis Chakraborty, Sagnik Sen, Ujjwal Maulik:
Application of active learning in DNA microarray data for cancerous gene identification. Expert Syst. Appl. 177: 114914 (2021) - [j123]Suman Kumar Bera, Soumyadeep Kundu, Neeraj Kumar, Ram Sarkar:
Distance transform based text-line extraction from unconstrained handwritten document images. Expert Syst. Appl. 186: 115666 (2021) - [j122]Debanshu Banerjee, Bitanu Chatterjee, Pratik Bhowal, Trinav Bhattacharyya, Samir Malakar, Ram Sarkar:
A new wrapper feature selection method for language-invariant offline signature verification. Expert Syst. Appl. 186: 115756 (2021) - [j121]Sudipta Kumar Ghosal, Souradeep Mukhopadhyay, S. K. Sabbir Hossain, Ram Sarkar:
Application of Lah transform for security and privacy of data through information hiding in telecommunication. Trans. Emerg. Telecommun. Technol. 32(2) (2021) - [j120]Ritam Guha, Manosij Ghosh, Souvik Kapri, Sushant Shaw, Shyok Mutsuddi, Vikrant Bhateja, Ram Sarkar:
Deluge based Genetic Algorithm for feature selection. Evol. Intell. 14(2): 357-367 (2021) - [j119]Agneet Chatterjee, Soulib Ghosh, Anuran Chakraborty, Sudipta Kumar Ghosal, Ram Sarkar:
A two-phase gradient based feature embedding approach. J. Inf. Secur. Appl. 61: 102898 (2021) - [j118]Neelotpal Chakraborty, Soumyadeep Kundu, Sayantan Paul, Ayatullah Faruk Mollah, Subhadip Basu, Ram Sarkar:
Language identification from multi-lingual scene text images: a CNN based classifier ensemble approach. J. Ambient Intell. Humaniz. Comput. 12(7): 7997-8008 (2021) - [j117]Shemim Begum, Ram Sarkar, Debasis Chakraborty, Ujjwal Maulik:
Identification of Biomarker on Biological and Gene Expression data using Fuzzy Preference Based Rough Set. J. Intell. Syst. 30(1): 130-141 (2021) - [j116]Alberto Luque, Erik Cuevas, Marco Antonio Pérez Cisneros, Fernando Fausto, Arturo Valdivia-Gonzalez, Ram Sarkar:
Moth Swarm Algorithm for Image Contrast Enhancement. Knowl. Based Syst. 212: 106607 (2021) - [j115]Shameem Ahmed, Kushal Kanti Ghosh, Seyedali Mirjalili, Ram Sarkar:
AIEOU: Automata-based improved equilibrium optimizer with U-shaped transfer function for feature selection. Knowl. Based Syst. 228: 107283 (2021) - [j114]Rajarshi Bandyopadhyay, Rohit Kundu, Diego Oliva, Ram Sarkar:
Segmentation of brain MRI using an altruistic Harris Hawks' Optimization algorithm. Knowl. Based Syst. 232: 107468 (2021) - [j113]Sudipta Kumar Ghosal, Agneet Chatterjee, Ram Sarkar:
Image steganography based on Kirsch edge detection. Multim. Syst. 27(1): 73-87 (2021) - [j112]Neelotpal Chakraborty, Agneet Chatterjee, Pawan Kumar Singh, Ayatullah Faruk Mollah, Ram Sarkar:
Application of daisy descriptor for language identification in the wild. Multim. Tools Appl. 80(1): 323-344 (2021) - [j111]Manosij Ghosh, Kushal Kanti Ghosh, Showmik Bhowmik, Ram Sarkar:
Coalition game based feature selection for text non-text separation in handwritten documents using LBP based features. Multim. Tools Appl. 80(2): 3229-3249 (2021) - [j110]Rajdeep Bhattacharya, Samir Malakar, Soulib Ghosh, Showmik Bhowmik, Ram Sarkar:
Understanding contents of filled-in Bangla form images. Multim. Tools Appl. 80(3): 3529-3570 (2021) - [j109]Indra Narayan Dutta, Neelotpal Chakraborty, Ayatullah Faruk Mollah, Subhadip Basu, Ram Sarkar:
BOB: a bi-level overlapped binning procedure for scene word binarization. Multim. Tools Appl. 80(5): 7609-7635 (2021) - [j108]Suman Kumar Bera, Soulib Ghosh, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri:
A non-parametric binarization method based on ensemble of clustering algorithms. Multim. Tools Appl. 80(5): 7653-7673 (2021) - [j107]Showmik Bhowmik, Soumyadeep Kundu, Ram Sarkar:
BINYAS: a complex document layout analysis system. Multim. Tools Appl. 80(6): 8471-8504 (2021) - [j106]Dibyajyoti Dhar, Avishek Garain, Pawan Kumar Singh, Ram Sarkar:
HP_DocPres: a method for classifying printed and handwritten texts in doctor's prescription. Multim. Tools Appl. 80(7): 9779-9812 (2021) - [j105]Shamik Majumder, Subhrangshu Ghosh, Samir Malakar, Ram Sarkar, Mita Nasipuri:
A voting-based technique for word spotting in handwritten document images. Multim. Tools Appl. 80(8): 12411-12434 (2021) - [j104]Souradeep Mukhopadhyay, S. K. Sabbir Hossain, Sudipta Kumar Ghosal, Ram Sarkar:
Secured image steganography based on Catalan transform. Multim. Tools Appl. 80(9): 14495-14520 (2021) - [j103]Saikat Chakraborty, Riktim Mondal, Pawan Kumar Singh, Ram Sarkar, Debotosh Bhattacharjee:
Transfer learning with fine tuning for human action recognition from still images. Multim. Tools Appl. 80(13): 20547-20578 (2021) - [j102]Soulib Ghosh, Agneet Chatterjee, Shibaprasad Sen, Neeraj Kumar, Ram Sarkar:
CTRL -CapTuRedLight: a novel feature descriptor for online Assamese numeral recognition. Multim. Tools Appl. 80(20): 30033-30056 (2021) - [j101]Biswarup Ray, Souradeep Mukhopadhyay, S. K. Sabbir Hossain, Sudipta Kumar Ghosal, Ram Sarkar:
Image steganography using deep learning based edge detection. Multim. Tools Appl. 80(24): 33475-33503 (2021) - [j100]Akash Saha, Agneet Chatterjee, Soulib Ghosh, Neeraj Kumar, Ram Sarkar:
An ensemble approach to outlier detection using some conventional clustering algorithms. Multim. Tools Appl. 80(28-29): 35145-35169 (2021) - [j99]Samir Malakar, Ram Sarkar, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri:
An image database of handwritten Bangla words with automatic benchmarking facilities for character segmentation algorithms. Neural Comput. Appl. 33(1): 449-468 (2021) - [j98]Ritam Guha, Hussain Ali Khan, Pawan Kumar Singh, Ram Sarkar, Debotosh Bhattacharjee:
CGA: a new feature selection model for visual human action recognition. Neural Comput. Appl. 33(10): 5267-5286 (2021) - [j97]Shameem Ahmed, Kushal Kanti Ghosh, Laura García-Hernández, Ajith Abraham, Ram Sarkar:
Improved coral reefs optimization with adaptive β-hill climbing for feature selection. Neural Comput. Appl. 33(12): 6467-6486 (2021) - [j96]Kushal Kanti Ghosh, Ritam Guha, Suman Kumar Bera, Neeraj Kumar, Ram Sarkar:
S-shaped versus V-shaped transfer functions for binary Manta ray foraging optimization in feature selection problem. Neural Comput. Appl. 33(17): 11027-11041 (2021) - [j95]Avishek Garain, Arpan Basu, Fabio Giampaolo, Juan D. Velásquez, Ram Sarkar:
Detection of COVID-19 from CT scan images: A spiking neural network-based approach. Neural Comput. Appl. 33(19): 12591-12604 (2021) - [j94]Mrityunjoy Dey, Shoif Md Mia, Navonil Sarkar, Archan Bhattacharya, Soham Roy, Samir Malakar, Ram Sarkar:
A two-stage CNN-based hand-drawn electrical and electronic circuit component recognition system. Neural Comput. Appl. 33(20): 13367-13390 (2021) - [j93]Rukhshanda Hussain, Yash Karbhari, Muhammad Fazal Ijaz, Marcin Wozniak, Pawan Kumar Singh, Ram Sarkar:
Revise-Net: Exploiting Reverse Attention Mechanism for Salient Object Detection. Remote. Sens. 13(23): 4941 (2021) - [j92]Soumya Deep Roy, Soham Das, Devroop Kar, Friedhelm Schwenker, Ram Sarkar:
Computer Aided Breast Cancer Detection Using Ensembling of Texture and Statistical Image Features. Sensors 21(11): 3628 (2021) - [j91]Subhranil Kundu, Samir Malakar, Zong Woo Geem, Yoon Young Moon, Pawan Kumar Singh, Ram Sarkar:
Hough Transform-Based Angular Features for Learning-Free Handwritten Keyword Spotting. Sensors 21(14): 4648 (2021) - [j90]Debadyuti Mukherjee, Koustav Dhar, Friedhelm Schwenker, Ram Sarkar:
Ensemble of Deep Learning Models for Sleep Apnea Detection: An Experimental Study. Sensors 21(16): 5425 (2021) - [j89]Moumita Mandal, Pawan Kumar Singh, Muhammad Fazal Ijaz, Jana Shafi, Ram Sarkar:
A Tri-Stage Wrapper-Filter Feature Selection Framework for Disease Classification. Sensors 21(16): 5571 (2021) - [j88]Shibaprasad Sen, Ankan Bhattacharyya, Ram Sarkar, Kaushik Roy:
BYANJON: A Ground Truth Preparation System for Online Handwritten Bangla Documents. ACM Trans. Asian Low Resour. Lang. Inf. Process. 20(6): 106:1-106:16 (2021) - [j87]Avinandan Banerjee, Pawan Kumar Singh, Ram Sarkar:
Fuzzy Integral-Based CNN Classifier Fusion for 3D Skeleton Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 31(6): 2206-2216 (2021) - [j86]Riktim Mondal, Showmik Bhowmik, Ram Sarkar:
tsegGAN: A Generative Adversarial Network for Segmenting Touching Nontext Components From Text Ones in Handwriting. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [j85]Pratik Bhowal, Subhankar Sen, Jin Hee Yoon, Zong Woo Geem, Ram Sarkar:
Choquet Integral and Coalition Game-Based Ensemble of Deep Learning Models for COVID-19 Screening From Chest X-Ray Images. IEEE J. Biomed. Health Informatics 25(12): 4328-4339 (2021) - [j84]Soulib Ghosh, Agneet Chatterjee, Pawan Kumar Singh, Showmik Bhowmik, Ram Sarkar:
Language-invariant novel feature descriptors for handwritten numeral recognition. Vis. Comput. 37(7): 1781-1803 (2021) - [c39]Sk Mohiuddin, Samir Malakar, Ram Sarkar:
Duplicate Frame Detection in Forged Videos Using Sequence Matching. CICBA 2021: 29-41 - [c38]Neelotpal Chakraborty, Ayatullah Faruk Mollah, Subhadip Basu, Ram Sarkar:
An Hour-Glass CNN for Language Identification of Indic Texts in Digital Images. CVIP (2) 2021: 26-35 - [d1]Avishek Garain, Dibyajyoti Dhar, Pawan Kumar Singh, Ram Sarkar:
Dataset for classification of handwritten and printed text in a Doctor's prescription. IEEE DataPort, 2021
- [i22]Rajarshi Bandyopadhyay, Rohit Kundu, Diego Oliva, Ram Sarkar:
Segmentation of Brain MRI using an Altruistic Harris Hawks' Optimization algorithm. CoRR abs/2109.08688 (2021) - 2020
- [j83]Jishnu Mukhoti, Sukanya Dutta, Ram Sarkar:
Handwritten Digit Classification in Bangla and Hindi Using Deep Learning. Appl. Artif. Intell. 34(14): 1074-1099 (2020) - [j82]Bitanu Chatterjee, Trinav Bhattacharyya, Kushal Kanti Ghosh, Pawan Kumar Singh, Zong Woo Geem, Ram Sarkar:
Late Acceptance Hill Climbing Based Social Ski Driver Algorithm for Feature Selection. IEEE Access 8: 75393-75408 (2020) - [j81]Kushal Kanti Ghosh, Shameem Ahmed, Pawan Kumar Singh, Zong Woo Geem, Ram Sarkar:
Improved Binary Sailfish Optimizer Based on Adaptive β-Hill Climbing for Feature Selection. IEEE Access 8: 83548-83560 (2020) - [j80]Kushal Kanti Ghosh, Pawan Kumar Singh, Junhee Hong, Zong Woo Geem, Ram Sarkar:
Binary Social Mimic Optimization Algorithm With X-Shaped Transfer Function for Feature Selection. IEEE Access 8: 97890-97906 (2020) - [j79]Shameem Ahmed, Kushal Kanti Ghosh, Pawan Kumar Singh, Zong Woo Geem, Ram Sarkar:
Hybrid of Harmony Search Algorithm and Ring Theory-Based Evolutionary Algorithm for Feature Selection. IEEE Access 8: 102629-102645 (2020) - [j78]Khalid Hassan Sheikh, Shameem Ahmed, Krishnendu Mukhopadhyay, Pawan Kumar Singh, Jin Hee Yoon, Zong Woo Geem, Ram Sarkar:
EHHM: Electrical Harmony Based Hybrid Meta-Heuristic for Feature Selection. IEEE Access 8: 158125-158141 (2020) - [j77]Shameem Ahmed, Kushal Kanti Ghosh, Suman Kumar Bera, Friedhelm Schwenker, Ram Sarkar:
Gray Level Image Contrast Enhancement Using Barnacles Mating Optimizer. IEEE Access 8: 169196-169214 (2020) - [j76]Aankit Das, Samarpan Guha, Pawan Kumar Singh, Ali Ahmadian, Norazak Senu, Ram Sarkar:
A Hybrid Meta-Heuristic Feature Selection Method for Identification of Indian Spoken Languages From Audio Signals. IEEE Access 8: 181432-181449 (2020) - [j75]Samarpan Guha, Aankit Das, Pawan Kumar Singh, Ali Ahmadian, Norazak Senu, Ram Sarkar:
Hybrid Feature Selection Method Based on Harmony Search and Naked Mole-Rat Algorithms for Spoken Language Identification From Audio Signals. IEEE Access 8: 182868-182887 (2020) - [j74]Trinav Bhattacharyya, Bitanu Chatterjee, Pawan Kumar Singh, Jin Hee Yoon, Zong Woo Geem, Ram Sarkar:
Mayfly in Harmony: A New Hybrid Meta-Heuristic Feature Selection Algorithm. IEEE Access 8: 195929-195945 (2020) - [j73]Arijit Dey, Soham Chattopadhyay, Pawan Kumar Singh, Ali Ahmadian, Massimiliano Ferrara, Ram Sarkar:
A Hybrid Meta-Heuristic Feature Selection Method Using Golden Ratio and Equilibrium Optimization Algorithms for Speech Emotion Recognition. IEEE Access 8: 200953-200970 (2020) - [j72]Ritam Guha, Manosij Ghosh, Akash Chakrabarti, Ram Sarkar, Seyedali Mirjalili:
Introducing clustering based population in Binary Gravitational Search Algorithm for Feature Selection. Appl. Soft Comput. 93: 106341 (2020) - [j71]Devroop Kar, Manosij Ghosh, Ritam Guha, Ram Sarkar, Laura García-Hernández, Ajith Abraham:
Fuzzy mutation embedded hybrids of gravitational search and Particle Swarm Optimization methods for engineering design problems. Eng. Appl. Artif. Intell. 95: 103847 (2020) - [j70]Soumyadeep Kundu, Sayantan Paul, Suman Kumar Bera, Ajith Abraham, Ram Sarkar:
Text-line extraction from handwritten document images using GAN. Expert Syst. Appl. 140 (2020) - [j69]Souvik Dhargupta, Manosij Ghosh, Seyedali Mirjalili, Ram Sarkar:
Selective Opposition based Grey Wolf Optimization. Expert Syst. Appl. 151: 113389 (2020) - [j68]Roopkatha Samanta, Soulib Ghosh, Agneet Chatterjee, Ram Sarkar:
A Novel Approach Towards Handwritten Digit Recognition Using Refraction Property of Light Rays. Int. J. Comput. Vis. Image Process. 10(3): 1-17 (2020) - [j67]Prosenjit Mukherjee, Shibaprasad Sen, Kaushik Roy, Ram Sarkar:
Recognition of Online Handwritten Bangla Characters Using Supervised and Unsupervised Learning Approaches. Int. J. Comput. Vis. Image Process. 10(3): 18-30 (2020) - [j66]Dibyajyoti Dhar, Neelotpal Chakraborty, Sayan Choudhury, Ashis Paul, Ayatullah Faruk Mollah, Subhadip Basu, Ram Sarkar:
Multilingual Scene Text Detection Using Gradient Morphology. Int. J. Comput. Vis. Image Process. 10(3): 31-43 (2020) - [j65]Pratik Ahamed, Soumyadeep Kundu, Tauseef Khan, Vikrant Bhateja, Ram Sarkar, Ayatullah Faruk Mollah:
Handwritten Arabic numerals recognition using convolutional neural network. J. Ambient Intell. Humaniz. Comput. 11(11): 5445-5457 (2020) - [j64]Arpan Basu, Riktim Mondal, Showmik Bhowmik, Ram Sarkar:
U-Net versus Pix2Pix: a comparative study on degraded document image binarization. J. Electronic Imaging 29(6): 063019 (2020) - [j63]Anirban Mukhopadhyay, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
Handwritten Indic Script Recognition Based on the Dempster-Shafer Theory of Evidence. J. Intell. Syst. 29(1): 264-282 (2020) - [j62]Suman Kumar Bera, Radib Kar, Souvik Saha, Akash Chakrabarty, Sagnik Lahiri, Samir Malakar, Ram Sarkar:
A One-Pass Approach for Slope and Slant Estimation of Tri-Script Handwritten Words. J. Intell. Syst. 29(1): 688-702 (2020) - [j61]Samir Malakar, Manosij Ghosh, Ram Sarkar, Mita Nasipuri:
Development of a Two-Stage Segmentation-Based Word Searching Method for Handwritten Document Images. J. Intell. Syst. 29(1): 719-735 (2020) - [j60]Ritam Guha, Manosij Ghosh, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
M-HMOGA: A New Multi-Objective Feature Selection Algorithm for Handwritten Numeral Classification. J. Intell. Syst. 29(1): 1453-1467 (2020) - [j59]Manosij Ghosh, Ritam Guha, Imran Alam, Priyank Lohariwal, Devesh Jalan, Ram Sarkar:
Binary Genetic Swarm Optimization: A Combination of GA and PSO for Feature Selection. J. Intell. Syst. 29(1): 1598-1610 (2020) - [j58]Kushal Kanti Ghosh, Soulib Ghosh, Sagnik Sen, Ram Sarkar, Ujjwal Maulik:
A two-stage approach towards protein secondary structure classification. Medical Biol. Eng. Comput. 58(8): 1723-1737 (2020) - [j57]Rajonya De, Anuran Chakraborty, Agneet Chatterjee, Ram Sarkar:
A weighted ensemble-based active learning model to label microarray data. Medical Biol. Eng. Comput. 58(10): 2427-2441 (2020) - [j56]Agneet Chatterjee, Sudipta Kumar Ghosal, Ram Sarkar:
LSB based steganography with OCR: an intelligent amalgamation. Multim. Tools Appl. 79(17-18): 11747-11765 (2020) - [j55]Shaswata Saha, Anuran Chakraborty, Agneet Chatterjee, Souvik Dhargupta, Sudipta Kumar Ghosal, Ram Sarkar:
Extended exploiting modification direction based steganography using hashed-weightage Array. Multim. Tools Appl. 79(29-30): 20973-20993 (2020) - [j54]Soham Roy, Archan Bhattacharya, Navonil Sarkar, Samir Malakar, Ram Sarkar:
Offline hand-drawn circuit component recognition using texture and shape-based features. Multim. Tools Appl. 79(41-42): 31353-31373 (2020) - [j53]Debadyuti Mukherjee, Riktim Mondal, Pawan Kumar Singh, Ram Sarkar, Debotosh Bhattacharjee:
EnsemConvNet: a deep learning approach for human activity recognition using smartphone sensors for healthcare applications. Multim. Tools Appl. 79(41-42): 31663-31690 (2020) - [j52]Samir Malakar, Manosij Ghosh, Agneet Chatterjee, Showmik Bhowmik, Ram Sarkar:
Offline music symbol recognition using Daisy feature and quantum Grey wolf optimization based feature selection. Multim. Tools Appl. 79(43-44): 32011-32036 (2020) - [j51]Samir Malakar, Manosij Ghosh, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri:
A GA based hierarchical feature selection approach for handwritten word recognition. Neural Comput. Appl. 32(7): 2533-2552 (2020) - [j50]Manosij Ghosh, Ritam Guha, Ram Sarkar, Ajith Abraham:
A wrapper-filter feature selection technique based on ant colony optimization. Neural Comput. Appl. 32(12): 7839-7857 (2020) - [j49]Soumyadeep Kundu, Sayantan Paul, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
Understanding NFC-Net: a deep learning approach to word-level handwritten Indic script recognition. Neural Comput. Appl. 32(12): 7879-7895 (2020) - [j48]Shibaprasad Sen, Ankan Bhattacharyya, Mridul Mitra, Kaushik Roy, Sudip Kumar Naskar, Ram Sarkar:
Online Bangla handwritten word recognition using HMM and language model. Neural Comput. Appl. 32(14): 9939-9951 (2020) - [j47]Samir Malakar, Sayantan Paul, Soumyadeep Kundu, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri:
Handwritten word recognition using lottery ticket hypothesis based pruned CNN model: a new benchmark on CMATERdb2.1.2. Neural Comput. Appl. 32(18): 15209-15220 (2020) - [j46]Shaswata Saha, Neelotpal Chakraborty, Soumyadeep Kundu, Sayantan Paul, Ayatullah Faruk Mollah, Subhadip Basu, Ram Sarkar:
Multi-lingual scene text detection and language identification. Pattern Recognit. Lett. 138: 16-22 (2020) - [j45]Shibaprasad Sen, Shubham Chowdhury, Mridul Mitra, Friedhelm Schwenker, Ram Sarkar, Kaushik Roy:
A novel segmentation technique for online handwritten Bangla words. Pattern Recognit. Lett. 139: 26-33 (2020) - [j44]Ritam Guha, Manosij Ghosh, Shyok Mutsuddi, Ram Sarkar, Seyedali Mirjalili:
Embedded chaotic whale survival algorithm for filter-wrapper feature selection. Soft Comput. 24(17): 12821-12843 (2020) - [j43]Rajonya De, Anuran Chakraborty, Ram Sarkar:
Document Image Binarization Using Dual Discriminator Generative Adversarial Networks. IEEE Signal Process. Lett. 27: 1090-1094 (2020) - [c37]Rajatsubhra Chakraborty, Soumyajit Saha, Ankan Bhattacharyya, Shibaprasad Sen, Ram Sarkar, Kaushik Roy:
Recognition of Online Handwritten Bangla and Devanagari Basic Characters: A Transfer Learning Approach. CVIP (2) 2020: 530-541 - [c36]Rajdeep Bhattacharya, Samir Malakar, Friedhelm Schwenker, Ram Sarkar:
Fuzzy-Based Pseudo Segmentation Approach for Handwritten Word Recognition Using a Sequence to Sequence Model with Attention. ICPR Workshops (2) 2020: 582-596 - [c35]Anuran Chakraborty, Rajonya De, Samir Malakar, Friedhelm Schwenker, Ram Sarkar:
Handwritten Digit String Recognition using Deep Autoencoder based Segmentation and ResNet based Recognition Approach. ICPR 2020: 7737-7742 - [i21]Ritam Guha, Manosij Ghosh, Shyok Mutsuddi, Ram Sarkar, Seyedali Mirjalili:
Embedded Chaotic Whale Survival Algorithm for Filter-Wrapper Feature Selection. CoRR abs/2005.04593 (2020) - [i20]Ritam Guha, Manosij Ghosh, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
A Hybrid Swarm and Gravitation based feature selection algorithm for Handwritten Indic Script Classification problem. CoRR abs/2005.04596 (2020) - [i19]Devroop Kar, Manosij Ghosh, Ritam Guha, Ram Sarkar, Laura García-Hernández, Ajith Abraham:
Fuzzy Mutation Embedded Hybrids of Gravitational Search and Particle Swarm Optimization Methods for Engineering Design Problems. CoRR abs/2005.04599 (2020) - [i18]Kushal Kanti Ghosh, Ritam Guha, Soulib Ghosh, Suman Kumar Bera, Ram Sarkar:
Atom Search Optimization with Simulated Annealing - a Hybrid Metaheuristic Approach for Feature Selection. CoRR abs/2005.08642 (2020) - [i17]Pawan Kumar Singh, Iman Chatterjee, Ram Sarkar, Mita Nasipuri:
Handwritten Script Identification from Text Lines. CoRR abs/2009.07433 (2020) - [i16]Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri:
A New Approach for Texture based Script Identification At Block Level using Quad Tree Decomposition. CoRR abs/2009.07435 (2020) - [i15]Pawan Kumar Singh, Shubham Sinha, Sagnik Pal Chowdhury, Ram Sarkar, Mita Nasipuri:
Word Segmentation from Unconstrained Handwritten Bangla Document Images using Distance Transform. CoRR abs/2009.08037 (2020)
2010 – 2019
- 2019
- [j42]Iman Chatterjee, Manosij Ghosh, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
A clustering-based feature selection framework for handwritten Indic script classification. Expert Syst. J. Knowl. Eng. 36(6) (2019) - [j41]Manosij Ghosh, Shemim Begum, Ram Sarkar, Debasis Chakraborty, Ujjwal Maulik:
Recursive Memetic Algorithm for gene selection in microarray data. Expert Syst. Appl. 116: 172-185 (2019) - [j40]Manosij Ghosh, Ritam Guha, Pawan Kumar Singh, Vikrant Bhateja, Ram Sarkar:
A histogram based fuzzy ensemble technique for feature selection. Evol. Intell. 12(4): 713-724 (2019) - [j39]Anirban Mukhopadhyay, Sourav Kumar, Souvik Roy Chowdhury, Neelotpal Chakraborty, Ayatullah Faruk Mollah, Subhadip Basu, Ram Sarkar:
Multi-Lingual Scene Text Detection Using One-Class Classifier. Int. J. Comput. Vis. Image Process. 9(2): 48-65 (2019) - [j38]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
Indic script identification from handwritten document images. Int. J. Intell. Syst. Technol. Appl. 18(3): 303-321 (2019) - [j37]Manosij Ghosh, Sukdev Adhikary, Kushal Kanti Ghosh, Aritra Sardar, Shemim Begum, Ram Sarkar:
Genetic algorithm based cancerous gene identification from microarray data using ensemble of filter methods. Medical Biol. Eng. Comput. 57(1): 159-176 (2019) - [j36]Souvik Dhargupta, Anuran Chakraborty, Sudipta Kumar Ghosal, Shaswata Saha, Ram Sarkar:
Fuzzy edge detection based steganography using modified Gaussian distribution. Multim. Tools Appl. 78(13): 17589-17606 (2019) - [j35]Manosij Ghosh, Tuhin Kundu, Dipayan Ghosh, Ram Sarkar:
Feature selection for facial emotion recognition using late hill-climbing based memetic algorithm. Multim. Tools Appl. 78(18): 25753-25779 (2019) - [j34]Showmik Bhowmik, Samir Malakar, Ram Sarkar, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri:
Off-line Bangla handwritten word recognition: a holistic approach. Neural Comput. Appl. 31(10): 5783-5798 (2019) - [j33]Shibaprasad Sen, Mridul Mitra, Ankan Bhattacharyya, Ram Sarkar, Friedhelm Schwenker, Kaushik Roy:
Feature Selection for Recognition of Online Handwritten Bangla Characters. Neural Process. Lett. 50(3): 2281-2304 (2019) - [j32]Suman Kumar Bera, Akash Chakrabarti, Sagnik Lahiri, Elisa H. Barney Smith, Ram Sarkar:
Normalization of unconstrained handwritten words in terms of Slope and Slant Correction. Pattern Recognit. Lett. 128: 488-495 (2019) - [j31]Showmik Bhowmik, Ram Sarkar, Bishwadeep Das, David S. Doermann:
GiB: A Game Theory Inspired Binarization Technique for Degraded Document Images. IEEE Trans. Image Process. 28(3): 1443-1455 (2019) - [c34]Anuran Chakraborty, Rajonya De, Agneet Chatterjee, Friedhelm Schwenker, Ram Sarkar:
Filter Method Ensemble with Neural Networks. ICANN (2) 2019: 755-765 - [c33]Sukrit Bhattacharya, Vaibhav Shaw, Pawan Kumar Singh, Ram Sarkar, Debotosh Bhattacharjee:
SV-NET: A Deep Learning Approach to Video Based Human Activity Recognition. SoCPaR 2019: 10-20 - 2018
- [j30]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
Correlation-based classifier combination in the field of pattern recognition. Comput. Intell. 34(3): 839-874 (2018) - [j29]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
A comprehensive survey on Bangla handwritten numeral recognition. Int. J. Appl. Pattern Recognit. 5(1): 55-71 (2018) - [j28]Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri:
Script invariant handwritten digit recognition using a simple feature descriptor. Int. J. Comput. Vis. Robotics 8(5): 543-560 (2018) - [j27]Showmik Bhowmik, Ram Sarkar, Mita Nasipuri, David S. Doermann:
Text and non-text separation in offline document images: a survey. Int. J. Document Anal. Recognit. 21(1-2): 1-20 (2018) - [j26]Samanway Sahoo, Subham Kumar Nandi, Sourav Barua, Pallavi, Showmik Bhowmik, Samir Malakar, Ram Sarkar:
Handwritten Bangla word recognition using negative refraction based shape transformation. J. Intell. Fuzzy Syst. 35(2): 1765-1777 (2018) - [j25]Anirban Mukhopadhyay, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
A Study of Different Classifier Combination Approaches for Handwritten Indic Script Recognition. J. Imaging 4(2): 39 (2018) - [j24]Sourav Ghosh, Dibyadwati Lahiri, Showmik Bhowmik, Ergina Kavallieratou, Ram Sarkar:
Text/Non-Text Separation from Handwritten Document Images Using LBP Based Features: An Empirical Study. J. Imaging 4(4): 57 (2018) - [j23]Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri:
Feature Selection Using Harmony Search for Script Identification from Handwritten Document Images. J. Intell. Syst. 27(3): 465-488 (2018) - [j22]Pawan Kumar Singh, Ram Sarkar, Nibaran Das, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri:
Benchmark databases of handwritten Bangla-Roman and Devanagari-Roman mixed-script document images. Multim. Tools Appl. 77(7): 8441-8473 (2018) - [j21]Sudipta Kumar Ghosal, Jyotsna Kumar Mandal, Ram Sarkar:
High payload image steganography based on Laplacian of Gaussian (LoG) edge detector. Multim. Tools Appl. 77(23): 30403-30418 (2018) - [j20]Shibaprasad Sen, Ankan Bhattacharyya, Pawan Kumar Singh, Ram Sarkar, Kaushik Roy, David S. Doermann:
Application of Structural and Topological Features to Recognize Online Handwritten Bangla Characters. ACM Trans. Asian Low Resour. Lang. Inf. Process. 17(3): 20:1-20:16 (2018) - [c32]Suryadipto Sarkar, Manosij Ghosh, Agneet Chatterjee, Samir Malakar, Ram Sarkar:
An Advanced Particle Swarm Optimization Based Feature Selection Method for Tri-script Handwritten Digit Recognition. CICBA (1) 2018: 82-94 - [c31]Arijit De, Nirmal Das, Ram Sarkar, Punam Kumar Saha, Subhadip Basu:
Design of Synthetic 3-D Pulmonary Phantoms Using 2-D Graphical User Interface. CICBA (1) 2018: 223-233 - [c30]Neelotpal Chakraborty, Saikat Biswas, Ayatullah Faruk Mollah, Subhadip Basu, Ram Sarkar:
Multi-lingual Scene Text Detection by Local Histogram Analysis and Selection of Optimal Area for MSER. CICBA (1) 2018: 234-242 - [c29]Soulib Ghosh, Rajdeep Bhattacharya, Sandipan Majhi, Showmik Bhowmik, Samir Malakar, Ram Sarkar:
Textual Content Retrieval from Filled-in Form Images. DAR@ICVGIP 2018: 27-37 - [c28]Shibaprasad Sen, Jewel Chakraborty, Snehanjan Chatterjee, Rohit Mitra, Ram Sarkar, Kaushik Roy:
Online Handwritten Bangla Character Recognition Using Frechet Distance and Distance Based Features. DAR@ICVGIP 2018: 65-73 - [i14]Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri:
Recognition of Offline Handwritten Devanagari Numerals using Regional Weighted Run Length Features. CoRR abs/1806.11517 (2018) - 2017
- [j19]Samir Malakar, Pankaj Sharma, Pankaj Kumar Singh, Maitrayee Das, Ram Sarkar, Mita Nasipuri:
A Holistic Approach for Handwritten Hindi Word Recognition. Int. J. Comput. Vis. Image Process. 7(1): 59-78 (2017) - [c27]Manosij Ghosh, Samir Malakar, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri:
Memetic Algorithm Based Feature Selection for Handwritten City Name Recognition. CICBA (2) 2017: 599-613 - [c26]Prithwish Jana, Soulib Ghosh, Ram Sarkar, Mita Nasipuri:
A Fuzzy C-Means Based Approach Towards Efficient Document Image Binarization. ICAPR 2017: 1-6 - [c25]Showmik Bhowmik, Soumyadeep Kundu, Bikram Kumar De, Ram Sarkar, Mita Nasipuri:
A Two-Stage Approach for Text and Non-text Separation from Handwritten Scientific Document Images. ICITAM 2017: 41-51 - [c24]Shibaprasad Sen, Dwaipayan Shaoo, Mridul Mitra, Ram Sarkar, Kaushik Roy:
DFA-Based Online Bangla Character Recognition. ICITAM 2017: 175-183 - [i13]Supratim Das, Pawan Kumar Singh, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri:
A Harmony Search Based Wrapper Feature Selection Method for Holistic Bangla word Recognition. CoRR abs/1707.08398 (2017) - 2016
- [j18]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
A Study of Moment Based Features on Handwritten Digit Recognition. Appl. Comput. Intell. Soft Comput. 2016: 2796863:1-2796863:17 (2016) - [j17]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
Significance of non-parametric statistical tests for comparison of classifiers over multiple datasets. Int. J. Comput. Sci. Math. 7(5): 410-442 (2016) - [j16]Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri:
Line Parameter based Word-Level Indic Script Identification System. Int. J. Comput. Vis. Image Process. 6(2): 18-41 (2016) - [c23]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
Statistical Textural Features for Text-Line Level Handwritten Indic Script Identification. ACSS (2) 2016: 139-151 - [c22]Shibaprasad Sen, Ram Sarkar, Kaushik Roy:
An Approach to Stroke-Based Online Handwritten Bangla Character Recognition. ACSS (2) 2016: 153-163 - [c21]Shibaprasad Sen, Mridul Mitra, Shubham Chowdhury, Ram Sarkar, Kaushik Roy:
Quad-Tree Based Image Segmentation and Feature Extraction to Recognize Online Handwritten Bangla Characters. ANNPR 2016: 246-256 - [c20]Neelotpal Chakraborty, Sambit Mukherjee, Ashes Ranjan Naskar, Samir Malakar, Ram Sarkar, Mita Nasipuri:
Venn Diagram-Based Feature Ranking Technique for Key Term Extraction. FICTA (1) 2016: 333-341 - [c19]Shilpi Barua, Samir Malakar, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri:
Bangla Handwritten City Name Recognition Using Gradient-Based Feature. FICTA (1) 2016: 343-352 - [c18]Shibaprasad Sen, Ram Sarkar, Kaushik Roy, Naoto Hori:
Recognize Online Handwritten Bangla Characters Using Hausdorff Distance-Based Feature. FICTA (1) 2016: 541-549 - [c17]Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri:
Handwritten Mixed-Script Recognition System: A Comprehensive Approach. FICTA (1) 2016: 787-795 - [c16]Bishwadeep Das, Showmik Bhowmik, Aniruddha Saha, Ram Sarkar:
An Adaptive Foreground-Background Separation Method for Effective Binarization of Document Images. SoCPaR 2016: 515-524 - 2015
- [j15]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
Offline Script Identification from multilingual Indic-script documents: A state-of-the-art. Comput. Sci. Rev. 15: 1-28 (2015) - [j14]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
Statistical validation of multiple classifiers over multiple datasets in the field of pattern recognition. Int. J. Appl. Pattern Recognit. 2(1): 1-23 (2015) - [j13]Showmik Bhowmik, Sanjib Polley, Md. Galib Roushan, Samir Malakar, Ram Sarkar, Mita Nasipuri:
A holistic word recognition technique for handwritten Bangla words. Int. J. Appl. Pattern Recognit. 2(2): 142-159 (2015) - [j12]Pawan Kumar Singh, Ram Sarkar:
A simple and effective expert system for schizophrenia detection. Int. J. Intell. Syst. Technol. Appl. 14(1): 27-49 (2015) - [j11]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
Word-Level Script Identification Using Texture Based Features. Int. J. Syst. Dyn. Appl. 4(2): 74-94 (2015) - [j10]Nibaran Das, Ram Sarkar, Subhadip Basu, Punam Kumar Saha, Mahantapas Kundu, Mita Nasipuri:
Handwritten Bangla character recognition using a soft computing paradigm embedded in two pass approach. Pattern Recognit. 48(6): 2054-2071 (2015) - [c15]Shibaprasad Sen, Ram Sarkar, Kaushik Roy:
A Simple and Effective Technique for Online Handwritten Bangla Character Recognition. FICTA 2015: 201-209 - [c14]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri, David S. Doermann:
Word-level script identification for handwritten Indic scripts. ICDAR 2015: 1106-1110 - [c13]Pawan Kumar Singh, Iman Chatterjee, Ram Sarkar:
Page-level handwritten script identification using modified log-Gabor filter based features. ReTIS 2015: 225-230 - [i12]Ram Sarkar, Bibhash Sen, Nibaran Das, Subhadip Basu:
Handwritten Devanagari Script Segmentation: A non-linear Fuzzy Approach. CoRR abs/1501.05472 (2015) - [i11]Nibaran Das, Sandip Pramanik, Subhadip Basu, Punam Kumar Saha, Ram Sarkar, Mahantapas Kundu:
Design of a novel convex hull based feature set for recognition of isolated handwritten Roman numerals. CoRR abs/1501.05494 (2015) - [i10]Nibaran Das, Subhadip Basu, Punam Kumar Saha, Ram Sarkar, Mahantapas Kundu, Mita Nasipuri:
A GA Based approach for selection of local features for recognition of handwritten Bangla numerals. CoRR abs/1501.05495 (2015) - [i9]Nibaran Das, Subhadip Basu, Ram Sarkar, Mahantapas Kundu, Mita Nasipuri, Dipak Kumar Basu:
An Improved Feature Descriptor for Recognition of Handwritten Bangla Alphabet. CoRR abs/1501.05497 (2015) - 2014
- [j9]Pawan Kumar Singh, Ram Sarkar, Nibaran Das, Subhadip Basu, Mita Nasipuri:
Statistical comparison of classifiers for script identification from multi-script handwritten documents. Int. J. Appl. Pattern Recognit. 1(2): 152-172 (2014) - [j8]Nibaran Das, Kallol Acharya, Ram Sarkar, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri:
A benchmark image database of isolated Bangla handwritten compound characters. Int. J. Document Anal. Recognit. 17(4): 413-431 (2014) - [j7]Ram Sarkar, Nibaran Das, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri:
Extraction of Text Lines from Handwritten Documents Using Piecewise Water Flow Technique. J. Intell. Syst. 23(3): 245-260 (2014) - [c12]Pawan Kumar Singh, Arafat Mondal, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri:
Word-Level Script Identification from Handwritten Multi-script Documents. FICTA (1) 2014: 551-558 - [i8]Nibaran Das, Sandip Pramanik, Subhadip Basu, Punam Kumar Saha, Ram Sarkar, Mahantapas Kundu, Mita Nasipuri:
Recognition of Handwritten Bangla Basic Characters and Digits using Convex Hull based Feature Set. CoRR abs/1410.0478 (2014) - 2013
- [c11]Pawan Kumar Singh, Ram Sarkar, Nibaran Das, Subhadip Basu, Mita Nasipuri:
Identification of Devnagari and Roman Scripts from Multi-script Handwritten Documents. PReMI 2013: 509-514 - [c10]Soumik Datta, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
A New Image Binarization Technique by Classifying Document Images. PReMI 2013: 539-544 - 2012
- [j6]Nibaran Das, Ram Sarkar, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri, Dipak Kumar Basu:
A genetic algorithm based region sampling for selection of local features in handwritten digit recognition application. Appl. Soft Comput. 12(5): 1592-1606 (2012) - [j5]Nibaran Das, Jagan Mohan Reddy, Ram Sarkar, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri, Dipak Kumar Basu:
A statistical-topological feature combination for recognition of handwritten numerals. Appl. Soft Comput. 12(8): 2486-2495 (2012) - [j4]Ram Sarkar, Nibaran Das, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri, Dipak Kumar Basu:
CMATERdb1: a database of unconstrained handwritten Bangla and Bangla-English mixed script document image. Int. J. Document Anal. Recognit. 15(1): 71-83 (2012) - [i7]Subhadip Basu, Nibaran Das, Ram Sarkar, Mahantapas Kundu, Mita Nasipuri, Dipak Kumar Basu:
An MLP based Approach for Recognition of Handwritten 'Bangla' Numerals. CoRR abs/1203.0876 (2012) - [i6]Subhadip Basu, Nibaran Das, Ram Sarkar, Mahantapas Kundu, Mita Nasipuri, Dipak Kumar Basu:
Handwritten Bangla Alphabet Recognition using an MLP Based Classifier. CoRR abs/1203.0882 (2012) - 2011
- [j3]Ram Sarkar, Samir Malakar, Nibaran Das, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri:
Word Extraction and Character Segmentation from Text Lines of Unconstrained Handwritten Bangla Document Images. J. Intell. Syst. 20(3): 227-260 (2011) - [c9]Ram Sarkar, Sanjay Moulik, Nibaran Das, Subhadip Basu, Mita Nasipuri, Dipak Kumar Basu:
Word extraction from unconstrained handwritten Bangla document images using Spiral Run Length Smearing Algorithm. IICAI 2011: 32-46 - [c8]Samir Malakar, Prasenjit Ghosh, Ram Sarkar, Nibaran Das, Subhadip Basu, Mita Nasipuri:
An improved offline handwritten character segmentation algorithm for Bangla script. IICAI 2011: 71-90 - 2010
- [j2]Subhadip Basu, Nibaran Das, Ram Sarkar, Mahantapas Kundu, Mita Nasipuri, Dipak Kumar Basu:
A novel framework for automatic sorting of postal documents with multi-script address blocks. Pattern Recognit. 43(10): 3507-3521 (2010) - [i5]Ram Sarkar, Nibaran Das, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri, Dipak Kumar Basu:
Word level Script Identification from Bangla and Devanagri Handwritten Texts mixed with Roman Script. CoRR abs/1002.4007 (2010) - [i4]Nibaran Das, Bindaban Das, Ram Sarkar, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri:
Handwritten Bangla Basic and Compound character recognition using MLP and SVM classifier. CoRR abs/1002.4040 (2010) - [i3]Ayatullah Faruk Mollah, Subhadip Basu, Nibaran Das, Ram Sarkar, Mita Nasipuri, Mahantapas Kundu:
Text Region Extraction from Business Card Images for Mobile Devices. CoRR abs/1003.0642 (2010) - [i2]Ayatullah Faruk Mollah, Subhadip Basu, Nibaran Das, Ram Sarkar, Mita Nasipuri, Mahantapas Kundu:
Binarizing Business Card Images for Mobile Devices. CoRR abs/1003.0645 (2010) - [i1]Nibaran Das, Ayatullah Faruk Mollah, Ram Sarkar, Subhadip Basu:
A comparative study of different feature sets for recognition of handwritten Arabic numerals using a Multi Layer Perceptron. CoRR abs/1003.1894 (2010)
2000 – 2009
- 2009
- [j1]Subhadip Basu, Nibaran Das, Ram Sarkar, Mahantapas Kundu, Mita Nasipuri, Dipak Kumar Basu:
A hierarchical approach to recognition of handwritten Bangla characters. Pattern Recognit. 42(7): 1467-1484 (2009) - [c7]Ram Sarkar, Subhadip Basu, Nibaran Das, Ayatullah Faruk Mollah, Mahantapas Kundu, Mita Nasipuri:
Line Extraction from Unconstraint Handwritten Document Pages using Piece-wise Water-flow Technique. IICAI 2009: 1861-1872 - [c6]Nibaran Das, Subhadip Basu, Ram Sarkar, Mahantapas Kundu, Mita Nasipuri:
Handwritten Bangla Compound character recognition: Potential challenges and probable solution. IICAI 2009: 1901-1913 - [c5]Abhishek Khandelwal, Pritha Choudhury, Ram Sarkar, Subhadip Basu, Mita Nasipuri, Nibaran Das:
Text Line Segmentation for Unconstrained Handwritten Document Images Using Neighborhood Connected Component Analysis. PReMI 2009: 369-374 - [c4]Subhadip Basu, Nibaran Das, Ram Sarkar, Mahantapas Kundu, Mita Nasipuri, Dipak Kumar Basu:
Recognition of Numeric Postal Codes from Multi-script Postal Address Blocks. PReMI 2009: 381-386 - 2007
- [c3]Subhadip Basu, Ram Sarkar, Nibaran Das, Mahantapas Kundu, Mita Nasipuri, Dipak Kumar Basu:
A Fuzzy Technique for Segmentation of Handwritten Bangla Word Images. ICCTA 2007: 427-433 - 2005
- [c2]Subhadip Basu, Nibaran Das, Ram Sarkar, Mahantapas Kundu, Mita Nasipuri, Dipak Kumar Basu:
An MLP based Approach for Recognition of Handwritten 'Bangla' Numerals. IICAI 2005: 407-417 - [c1]Subhadip Basu, Ram Sarkar, Nibaran Das, Mahantapas Kundu, Mita Nasipuri, Dipak Kumar Basu:
Handwritten Bangla Digit Recognition Using Classifier Combination Through DS Technique. PReMI 2005: 236-241
Coauthor Index
Erik Valdemar Cuevas Jiménez
aka: Erik Cuevas
aka: Erik Cuevas
[j222] [j208] [j199] [j198] [j194] [j193] [j191] [j188] [j185] [j183] [j181] [j166] [j164] [j163] [j162] [j159] [j158] [j155] [j153] [j150] [j147] [j132] [j131] [j122] [j110] [j105] [j99] [j94] [j91] [c39] [j62] [j61] [j54] [j52] [j51] [j47] [c36] [c35] [j34] [j26] [c32] [c29] [j19] [c27] [c20] [c19] [j13] [j3] [c8]
[j226] [j183] [j154] [j142] [j127] [j108] [j105] [j99] [j63] [j61] [j60] [j51] [j49] [j47] [i20] [i17] [i16] [i15] [j42] [j38] [j34] [j30] [j29] [j28] [j27] [j25] [j23] [j22] [i14] [j19] [c27] [c26] [c25] [i13] [j18] [j17] [j16] [c23] [c20] [c19] [c17] [j15] [j14] [j13] [j11] [j10] [c14] [i10] [i9] [j9] [j8] [j7] [c12] [i8] [c11] [c10] [j6] [j5] [j4] [i7] [i6] [j3] [c9] [c8] [j2] [i5] [i4] [i3] [i2] [j1] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
[j226] [j225] [j221] [j201] [j196] [j192] [j179] [j176] [j174] [j168] [j161] [j157] [j149] [j148] [j142] [j140] [j130] [j127] [j126] [j112] [j106] [j103] [j98] [j93] [j91] [j89] [j87] [j84] [d1] [j82] [j81] [j80] [j79] [j78] [j76] [j75] [j74] [j73] [j63] [j60] [j53] [j49] [i20] [i17] [i16] [i15] [j42] [j40] [j38] [c33] [j30] [j29] [j28] [j25] [j23] [j22] [j20] [i14] [i13] [j18] [j17] [j16] [c23] [c17] [j15] [j14] [j12] [j11] [c14] [c13] [j9] [c12] [c11] [c10]
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