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ORCIDSyed M. S. Islam
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2020 – today
- 2024
[j25]Mohammad Masoudi, Mahmood Reza Golzarian, Shaneka S. Lawson, Mohammad Rahimi, Syed Mohammed Shamsul Islam, Rasool Khodabakhshian:
Improving 3D reconstruction for accurate measurement of appearance characteristics in shiny fruits using post-harvest particle film: A case study on tomatoes. Comput. Electron. Agric. 224: 109141 (2024)- [j24]Muhammad Bilal Shaikh
, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar:
MHAiR: A Dataset of Audio-Image Representations for Multimodal Human Actions. Data 9(2): 21 (2024) - [j23]Nosheen Abid, Md Kislu Noman, György Kovács, Syed Mohammed Shamsul Islam, Tosin P. Adewumi, Paul Lavery, Faisal Shafait, Marcus Liwicki:
Seagrass classification using unsupervised curriculum learning (UCL). Ecol. Informatics 83: 102804 (2024) - [j22]Ali Al Bataineh, Seyed Mohammad Jafar Jalali, Seyed Jalaleddin Mousavirad, Amirmehdi Yazdani, Syed Mohammed Shamsul Islam, Abbas Khosravi:
An efficient hybrid extreme learning machine and evolutionary framework with applications for medical diagnosis. Expert Syst. J. Knowl. Eng. 41(4) (2024) - [j21]Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar:
Multimodal fusion for audio-image and video action recognition. Neural Comput. Appl. 36(10): 5499-5513 (2024) - [j20]Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar:
From CNNs to Transformers in Multimodal Human Action Recognition: A Survey. ACM Trans. Multim. Comput. Commun. Appl. 20(8): 260:1-260:24 (2024) - [i12]Muhammad Bilal Shaikh, Syed Mohammed Shamsul Islam, Douglas Chai, Naveed Akhtar:
From CNNs to Transformers in Multimodal Human Action Recognition: A Survey. CoRR abs/2405.15813 (2024) - 2023
- [j19]Md. Moniruzzaman, Alexander Rassau, Douglas Chai, Syed Mohammed Shamsul Islam:
Structure-Aware Image Translation-Based Long Future Prediction for Enhancement of Ground Robotic Vehicle Teleoperation. Adv. Intell. Syst. 5(10) (2023) - [j18]Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Seyed Mohammad Jafar Jalali, Paul Lavery:
Improving accuracy and efficiency in seagrass detection using state-of-the-art AI techniques. Ecol. Informatics 76: 102047 (2023) - [j17]Md. Moniruzzaman, Alexander Rassau, Douglas Chai, Syed Mohammed Shamsul Islam:
Long future frame prediction using optical flow-informed deep neural networks for enhancement of robotic teleoperation in high latency environments. J. Field Robotics 40(2): 393-425 (2023) - [j16]Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar:
PyMAiVAR: An open-source Python suite for audio-image representation in human action recognition. Softw. Impacts 17: 100544 (2023) - [c27]Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar:
MAiVAR-T: Multimodal Audio-image and Video Action Recognizer using Transformers. EUVIP 2023: 1-6 - [c26]Hassan Mahmood, Asim Iqbal, Syed Mohammed Shamsul Islam, Syed Afaq Ali Shah:
3D Brain Registration with Intensity Shift Robustness. ICIP 2023: 2805-2809 - [c25]Syed Mohammed Shamsul Islam, Syed Afaq Ali Shah, Chau Nguyen Duc Minh:
Deep Learning Approach for Automatic Segmentation of Dirt on Cattle Skin using Image Data. IVCNZ 2023: 1-6 - [i11]Fouzia Altaf, Syed M. S. Islam, Naeem Khalid Janjua, Naveed Akhtar:
Pre-text Representation Transfer for Deep Learning with Limited Imbalanced Data : Application to CT-based COVID-19 Detection. CoRR abs/2301.08888 (2023) - [i10]Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar:
MAiVAR-T: Multimodal Audio-image and Video Action Recognizer using Transformers. CoRR abs/2308.03741 (2023) - 2022
- [j15]Md. Moniruzzaman, Alexander Rassau, Douglas Chai, Syed Mohammed Shamsul Islam:
High Latency Unmanned Ground Vehicle Teleoperation Enhancement by Presentation of Estimated Future through Video Transformation. J. Intell. Robotic Syst. 106(2): 48 (2022) - [j14]Md. Moniruzzaman, Alexander Rassau, Douglas Chai, Syed Mohammed Shamsul Islam:
Teleoperation methods and enhancement techniques for mobile robots: A comprehensive survey. Robotics Auton. Syst. 150: 103973 (2022) - [c24]Fouzia Altaf, Syed M. S. Islam, Naeem Khalid Janjua, Naveed Akhtar:
Pre-text Representation Transfer for Deep Learning with Limited and Imbalanced Data: Application to CT-Based COVID-19 Detection. IVCNZ 2022: 119-130 - [c23]Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar:
MAiVAR: Multimodal Audio-Image and Video Action Recognizer. VCIP 2022: 1-5 - [i9]Giang Truong, Huu Le, Álvaro Parra, Syed Zulqarnain Gilani, Syed M. S. Islam, David Suter:
Fast Semantic-Assisted Outlier Removal for Large-scale Point Cloud Registration. CoRR abs/2202.10579 (2022) - [i8]Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar:
MAiVAR: Multimodal Audio-Image and Video Action Recognizer. CoRR abs/2209.04780 (2022) - 2021
- [j13]Md Mursalin, Syed Mohammed Shamsul Islam:
Deep Learning for 3D Ear Detection: A Complete Pipeline From Data Generation to Segmentation. IEEE Access 9: 164976-164985 (2021) - [j12]Sajad Ahmadian, Seyed Mohammad Jafar Jalali, Syed Mohammed Shamsul Islam, Abbas Khosravi, Ebrahim Fazli, Saeid Nahavandi:
A novel deep neuroevolution-based image classification method to diagnose coronavirus disease (COVID-19). Comput. Biol. Medicine 139: 104994 (2021) - [j11]Fouzia Altaf, Syed M. S. Islam, Naeem Khalid Janjua:
A novel augmented deep transfer learning for classification of COVID-19 and other thoracic diseases from X-rays. Neural Comput. Appl. 33(20): 14037-14048 (2021) - [c22]Fouzia Altaf, Syed M. S. Islam, Naveed Akhtar:
Resetting the baseline: CT-based COVID-19 diagnosis with Deep Transfer Learning is not as accurate as widely thought. DICTA 2021: 1-8 - [c21]Hassan Mahmood, Syed Mohammed Shamsul Islam, James Hill, Guan Tay:
Rapid Segmentation of Thoracic Organs using U-net Architecture. DICTA 2021: 1-6 - [c20]Md Mursalin, Syed Mohammed Shamsul Islam, Syed Zulqarnain Gilani:
3D Morphable Ear Model: A Complete Pipeline from Ear Segmentation to Statistical Modeling. DICTA 2021: 1-6 - [c19]Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Paul Lavery:
Seagrass Detection from Underwater Digital Images using Faster R-CNN with NASNet. DICTA 2021: 1-6 - [c18]Seyed Mohammad Jafar Jalali, Mahdi Khodayar, Sajad Ahmadian, Md Kislu Noman, Abbas Khosravi, Syed Mohammed Shamsul Islam, Fei Wang, João P. S. Catalão:
A New Uncertainty-aware Deep Neuroevolution Model for Quantifying Tidal Prediction. IAS 2021: 1-6 - [c17]Fouzia Altaf, Syed M. S. Islam, Naeem Khalid Janjua, Naveed Akhtar:
Boosting Deep Transfer Learning For Covid-19 Classification. ICIP 2021: 210-214 - [c16]Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Paul Lavery:
Multi-species Seagrass Detection Using Semi-supervised Learning. IVCNZ 2021: 1-6 - [i7]Fouzia Altaf, Syed M. S. Islam, Naeem Khalid Janjua, Naveed Akhtar:
Boosting Deep Transfer Learning for COVID-19 Classification. CoRR abs/2102.08085 (2021) - [i6]Fouzia Altaf, Syed M. S. Islam, Naveed Akhtar:
Resetting the baseline: CT-based COVID-19 diagnosis with Deep Transfer Learning is not as accurate as widely thought. CoRR abs/2108.05649 (2021) - 2020
- [j10]Ahmad Mohsin, Naeem Khalid Janjua, Syed M. S. Islam, Muhammad Ali Babar:
SAM-SoS: A Stochastic Software Architecture Modeling and Verification Approach for Complex System-of-Systems. IEEE Access 8: 177580-177603 (2020) - [j9]Kh Tohidul Islam, Ram Gopal Raj, Syed Mohammed Shamsul Islam, Sudanthi N. R. Wijewickrema, Md. Sazzad Hossain, Tayla Razmovski, Stephen J. O'Leary:
A Vision-Based Machine Learning Method for Barrier Access Control Using Vehicle License Plate Authentication. Sensors 20(12): 3578 (2020) - [c15]Md Mursalin, Syed Mohammed Shamsul Islam:
EpNet: A Deep Neural Network for Ear Detection in 3D Point Clouds. ACIVS 2020: 15-26 - [c14]Hassan Mahmood, Asim Iqbal, Syed Mohammed Shamsul Islam:
Exploring Intensity Invariance in Deep Neural Networks for Brain Image Registration. DICTA 2020: 1-7 - [c13]Chau Nguyen Duc Minh, Syed Zulqarnain Gilani, Syed Mohammed Shamsul Islam, David Suter:
Learning Affordance Segmentation: An Investigative Study. DICTA 2020: 1-8 - [i5]Hassan Mahmood, Asim Iqbal, Syed Mohammed Shamsul Islam:
Exploring Intensity Invariance in Deep Neural Networks for Brain Image Registration. CoRR abs/2009.10058 (2020)
2010 – 2019
- 2019
- [j8]Fouzia Altaf, Syed M. S. Islam, Naveed Akhtar, Naeem Khalid Janjua:
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges, and Future Directions. IEEE Access 7: 99540-99572 (2019) - [j7]Vinh Phuc Tran, Adel Ali Al-Jumaily, Syed Mohammed Shamsul Islam:
Doppler Radar-Based Non-Contact Health Monitoring for Obstructive Sleep Apnea Diagnosis: A Comprehensive Review. Big Data Cogn. Comput. 3(1): 3 (2019) - [c12]Md. Moniruzzaman, Syed Mohammed Shamsul Islam, Paul Lavery, Mohammed Bennamoun:
Faster R-CNN Based Deep Learning for Seagrass Detection from Underwater Digital Images. DICTA 2019: 1-7 - [c11]Giang Truong, Syed Zulqarnain Gilani, Syed Mohammed Shamsul Islam, David Suter:
Fast Point Cloud Registration using Semantic Segmentation. DICTA 2019: 1-8 - [c10]Ahmad Mohsin, Naeem Khalid Janjua, Syed M. S. Islam, Valdemar Vicente Graciano Neto:
Modeling Approaches for System-of-Systems Dynamic Architecture: Overview, Taxonomy and Future Prospects. SoSE 2019: 49-56 - [i4]Fouzia Altaf, Syed M. S. Islam, Naveed Akhtar, Naeem Khalid Janjua:
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions. CoRR abs/1902.05655 (2019) - [i3]Ahmad Mohsin, Naeem Khalid Janjua, Syed M. S. Islam, Valdemar Vicente Graciano Neto:
A Taxonomy of Modeling Approaches for Systems-of-Systems Dynamic Architectures: Overview and Prospects. CoRR abs/1902.09090 (2019) - [i2]Md Mursalin, Syed Mohammed Shamsul Islam, Md Kislu Noman:
Epileptic seizure classification using statistical sampling and a novel feature selection algorithm. CoRR abs/1902.09962 (2019) - [i1]Md. Moniruzzaman, Syed Mohammed Shamsul Islam, Paul Lavery, Mohammed Bennamoun, C. Peng Lam:
Imaging and Classification Techniques for Seagrass Mapping and Monitoring: A Comprehensive Survey. CoRR abs/1902.11114 (2019) - 2018
- [c9]Hassan Mahmood, Syed Mohammed Shamsul Islam, Syed Omer Gilani, Yasar Ayaz:
Dynamic Saliency Model Inspired by Middle Temporal Visual Area: A Spatio-Temporal Perspective. DICTA 2018: 1-8 - [c8]Md. Atiqur Rahman, Syed Mohammed Shamsul Islam, Jungpil Shin, Md. Rashedul Islam:
Histogram Alternation Based Digital Image Compression using Base-2 Coding. DICTA 2018: 1-8 - 2017
- [c7]Md. Moniruzzaman, Syed Mohammed Shamsul Islam, Mohammed Bennamoun, Paul Lavery:
Deep Learning on Underwater Marine Object Detection: A Survey. ACIVS 2017: 150-160 - [c6]Naeem Khalid Janjua, Omar Khadeer Hussain, Elizabeth Chang, Syed Mohammed Shamsul Islam:
Conjoint utilization of structured and unstructured information for planning interleaving deliberation in supply chains. WI 2017: 411-418 - 2015
- [j6]Julien Cisonni, Anthony D. Lucey, Andrew J. C. King, Syed M. S. Islam, Richard Lewis, Mithran S. Goonewardene:
Numerical simulation of pharyngeal airflow applied to obstructive sleep apnea: effect of the nasal cavity in anatomically accurate airway models. Medical Biol. Eng. Comput. 53(11): 1129-1139 (2015) - 2013
- [j5]Syed M. S. Islam, Rowan Davies, Mohammed Bennamoun, Robyn A. Owens, Ajmal S. Mian:
Multibiometric human recognition using 3D ear and face features. Pattern Recognit. 46(3): 613-627 (2013) - 2012
- [j4]Syed M. S. Islam, Mohammed Bennamoun, Robyn A. Owens, Rowan Davies:
A review of recent advances in 3D ear- and expression-invariant face biometrics. ACM Comput. Surv. 44(3): 14:1-14:34 (2012) - 2011
- [j3]Syed M. S. Islam, Rowan Davies, Mohammed Bennamoun, Ajmal S. Mian:
Efficient Detection and Recognition of 3D Ears. Int. J. Comput. Vis. 95(1): 52-73 (2011) - 2010
- [j2]Mayez A. Al-Mouhamed, Mohammad Nazeeruddin, Syed M. S. Islam:
Experimental Evaluation of Feedback Modalities for Five Teleoperation Tasks. IEEE Trans. Instrum. Meas. 59(2): 361-371 (2010)
2000 – 2009
- 2009
- [c5]Syed M. S. Islam, Rowan Davies:
Refining Local 3D Feature Matching through Geometric Consistency for Robust Biometric Recognition. DICTA 2009: 513-518 - [c4]Syed M. S. Islam, Mohammed Bennamoun, Ajmal S. Mian, Rowan Davies:
Score Level Fusion of Ear and Face Local 3D Features for Fast and Expression-Invariant Human Recognition. ICIAR 2009: 387-396 - 2008
- [c3]Syed M. S. Islam, Rowan Davies, Ajmal S. Mian, Mohammed Bennamoun:
A Fast and Fully Automatic Ear Recognition Approach Based on 3D Local Surface Features. ACIVS 2008: 1081-1092 - [c2]Syed M. S. Islam, Mohammed Bennamoun, Rowan Davies:
Fast and Fully Automatic Ear Detection Using Cascaded AdaBoost. WACV 2008: 1-6 - 2007
- [c1]Syed M. S. Islam, Mohammed Bennamoun, Robyn A. Owens, Rowan Davies:
Biometric Approaches of 2D-3D Ear and Face: A Survey. SCSS (1) 2007: 509-514 - 2006
- [j1]Syed M. S. Islam, Mohammed H. Sqalli, Sohel Khan:
Modeling and Formal Verification of DHCP Using SPIN. Int. J. Comput. Sci. Appl. 3(2): 145-159 (2006)
Coauthor Index
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