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ORCIDSergio A. Velastin
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- affiliation: Queen Mary University of London, UK
- affiliation: Universidad Carlos III de Madrid, Spain
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2020 – today
- 2024
[j49]Nudrat Nida
, Muhammad Haroon Yousaf, Aun Irtaza, Sajid Javed, Sergio A. Velastin:
Spatial deep feature augmentation technique for FER using genetic algorithm. Neural Comput. Appl. 36(9): 4563-4581 (2024)- [j48]Gonzalo Andres Garcia, Sergio A. Velastin, Nicolas Lastra, Heilym Ramirez, Sebastian Seriani, Gonzalo Farias:
Train Station Pedestrian Monitoring Pilot Study Using an Artificial Intelligence Approach. Sensors 24(11): 3377 (2024) - 2023
- [j47]Heilym Ramirez, Sergio A. Velastin, Sara Cuellar, Ernesto Fábregas, Gonzalo Farias:
BERT for Activity Recognition Using Sequences of Skeleton Features and Data Augmentation with GAN. Sensors 23(3): 1400 (2023) - [j46]Houssam Salmane, Josué Manuel Rivera Velázquez, Louahdi Khoudour, Nguyen Anh Minh Mai, Pierre Duthon, Alain Crouzil, Guillaume Saint-Pierre, Sergio A. Velastin:
3D Object Detection for Self-Driving Cars Using Video and LiDAR: An Ablation Study. Sensors 23(6): 3223 (2023) - [c70]Renzo Pacheco, Paula González, Luis E. Chuquimarca, Boris Xavier Vintimilla, Sergio A. Velastin:
Fruit Defect Detection Using CNN Models with Real and Virtual Data. VISIGRAPP (4: VISAPP) 2023: 272-279 - [c69]Luis E. Chuquimarca, Boris Xavier Vintimilla, Sergio A. Velastin:
Banana Ripeness Level Classification Using a Simple CNN Model Trained with Real and Synthetic Datasets. VISIGRAPP (5: VISAPP) 2023: 536-543 - [c68]Ali Raza, Muhammad Haroon Yousaf, Sergio A. Velastin, Serestina Viriri:
Human Fall Detection from Sequences of Skeleton Features using Vision Transformer. VISIGRAPP (5: VISAPP) 2023: 591-598 - 2022
- [j45]Heilym Ramirez, Sergio A. Velastin, Paulo Aguayo, Ernesto Fábregas, Gonzalo Farias:
Human Activity Recognition by Sequences of Skeleton Features. Sensors 22(11): 3991 (2022) - [i10]Hieu H. Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Video-based Human Action Recognition using Deep Learning: A Review. CoRR abs/2208.03775 (2022) - 2021
- [j44]Heilym Ramirez, Sergio A. Velastin, Ignacio Meza, Ernesto Fábregas, Dimitrios Makris, Gonzalo Farias:
Fall Detection and Activity Recognition Using Human Skeleton Features. IEEE Access 9: 33532-33542 (2021) - [j43]Yusra Khalid Bhatti, Afshan Jamil, Nudrat Nida, Muhammad Haroon Yousaf, Serestina Viriri, Sergio A. Velastin:
Facial Expression Recognition of Instructor Using Deep Features and Extreme Learning Machine. Comput. Intell. Neurosci. 2021: 5570870:1-5570870:17 (2021) - [j42]Sara Ibrahim, Saima Nazir, Sergio A. Velastin:
Feature Selection Using Correlation Analysis and Principal Component Analysis for Accurate Breast Cancer Diagnosis. J. Imaging 7(11): 225 (2021) - [j41]Hajra Binte Naeem, Fiza Murtaza, Muhammad Haroon Yousaf, Sergio A. Velastin:
T-VLAD: Temporal vector of locally aggregated descriptor for multiview human action recognition. Pattern Recognit. Lett. 148: 22-28 (2021) - [j40]Nguyen Anh Minh Mai, Pierre Duthon, Louahdi Khoudour, Alain Crouzil, Sergio A. Velastin:
3D Object Detection with SLS-Fusion Network in Foggy Weather Conditions. Sensors 21(20): 6711 (2021) - [j39]Jorge E. Espinosa, Sergio A. Velastin, John Willian Branch:
Detection of Motorcycles in Urban Traffic Using Video Analysis: A Review. IEEE Trans. Intell. Transp. Syst. 22(10): 6115-6130 (2021) - [e9]Halimah Badioze Zaman, Alan F. Smeaton, Timothy K. Shih, Sergio A. Velastin, Tada Terutoshi, Bo Nørregaard Jørgensen, Hazleen Aris, Nazrita Ibrahim:
Advances in Visual Informatics - 7th International Visual Informatics Conference, IVIC 2021, Kajang, Malaysia, November 23-25, 2021, Proceedings. Lecture Notes in Computer Science 13051, Springer 2021, ISBN 978-3-030-90234-6 [contents] - [i9]Nguyen Anh Minh Mai, Pierre Duthon, Louahdi Khoudour, Alain Crouzil, Sergio A. Velastin:
Sparse LiDAR and Stereo Fusion (SLS-Fusion) for Depth Estimationand 3D Object Detection. CoRR abs/2103.03977 (2021) - 2020
- [j38]Fiza Murtaza, Muhammad Haroon Yousaf, Sergio A. Velastin, Yu Qian:
Vectors of temporally correlated snippets for temporal action detection. Comput. Electr. Eng. 85: 106654 (2020) - [j37]Adel Saad Assiri, Saima Nazir, Sergio A. Velastin:
Breast Tumor Classification Using an Ensemble Machine Learning Method. J. Imaging 6(6): 39 (2020) - [j36]Julian Fiérrez, Aythami Morales, Rubén Vera-Rodríguez, Manuel Montes-y-Gómez, Sergio A. Velastin:
Special Section: CIARP 2018. Pattern Recognit. Lett. 136: 317 (2020) - [j35]Adeel Ahmad Jamil, Fawad Hussain, Muhammad Haroon Yousaf, Ammar Mohsin Butt, Sergio A. Velastin:
Vehicle Make and Model Recognition using Bag of Expressions. Sensors 20(4): 1033 (2020) - [j34]Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Sergio A. Velastin, Pablo Zegers:
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera. Sensors 20(7): 1825 (2020) - [j33]Sergio A. Velastin, Rodrigo Fernández, Jorge E. Espinosa, Alessandro Bay:
Detecting, Tracking and Counting People Getting On/Off a Metropolitan Train Using a Standard Video Camera. Sensors 20(21): 6251 (2020)
2010 – 2019
- 2019
- [j32]Fiza Murtaza, Muhammad Haroon Yousaf, Sergio A. Velastin:
TAB: Temporally aggregated bag-of-discriminant-words for temporal action proposals. Comput. Vis. Image Underst. 183: 42-52 (2019) - [j31]Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Learning to recognise 3D human action from a new skeleton-based representation using deep convolutional neural networks. IET Comput. Vis. 13(3): 319-328 (2019) - [j30]Marcelo Mendoza, Sergio A. Velastin:
Preface of Special section - CIARP 2017 awards. Pattern Recognit. Lett. 123: 96 (2019) - [j29]Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Spatio-Temporal Image Representation of 3D Skeletal Movements for View-Invariant Action Recognition with Deep Convolutional Neural Networks. Sensors 19(8): 1932 (2019) - [j28]Saima Nazir, Muhammad Haroon Yousaf, Jean-Christophe Nebel, Sergio A. Velastin:
Dynamic Spatio-Temporal Bag of Expressions (D-STBoE) Model for Human Action Recognition. Sensors 19(12): 2790 (2019) - [j27]Fiza Murtaza, Muhammad Haroon Yousaf, Sergio A. Velastin, Yu Qian:
End-to-End Temporal Action Detection Using Bag of Discriminant Snippets. IEEE Signal Process. Lett. 26(2): 272-276 (2019) - [c67]Muhammad Qasim Shafiq, Saima Nazir, Muhammad Haroon Yousaf, Sergio A. Velastin:
Robust framework for human localization and detection in moving train carriage. ICDP 2019: 26-31 - [c66]Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data. ICIAR (1) 2019: 18-32 - [c65]Jorge E. Espinosa, Sergio A. Velastin, John Willian Branch:
Detection and Tracking of Motorcycles in Congested Urban Environments Using Deep Learning and Markov Decision Processes. MCPR 2019: 139-148 - [c64]Nudrat Nida, Muhammad Haroon Yousaf, Aun Irtaza, Sergio A. Velastin:
Bag of Deep Features for Instructor Activity Recognition in Lecture Room. MMM (2) 2019: 481-492 - [c63]Saima Nazir, Yu Qian, Muhammad Haroon Yousaf, Sergio A. Velastin, Ebroul Izquierdo, Eduard Vazquez:
Human Action Recognition using Multi-Kernel Learning for Temporal Residual Network. VISIGRAPP (5: VISAPP) 2019: 420-426 - [e8]Halimah Badioze Zaman, Alan F. Smeaton, Timothy K. Shih, Sergio A. Velastin, Tada Terutoshi, Nazlena Mohamad Ali, Mohammad Nazir Ahmad:
Advances in Visual Informatics - 6th International Visual Informatics Conference, IVIC 2019, Bangi, Malaysia, November 19-21, 2019, Proceedings. Lecture Notes in Computer Science 11870, Springer 2019, ISBN 978-3-030-34031-5 [contents] - [i8]Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data. CoRR abs/1907.03520 (2019) - [i7]Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera. CoRR abs/1907.06968 (2019) - 2018
- [j26]Saima Nazir, Muhammad Haroon Yousaf, Sergio A. Velastin:
Evaluating a bag-of-visual features approach using spatio-temporal features for action recognition. Comput. Electr. Eng. 72: 660-669 (2018) - [j25]Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Exploiting deep residual networks for human action recognition from skeletal data. Comput. Vis. Image Underst. 170: 51-66 (2018) - [j24]Saima Nazir, Muhammad Haroon Yousaf, Jean-Christophe Nebel, Sergio A. Velastin:
A Bag of Expression framework for improved human action recognition. Pattern Recognit. Lett. 103: 39-45 (2018) - [j23]Fiza Murtaza, Muhammad Haroon Yousaf, Sergio A. Velastin:
PMHI: Proposals From Motion History Images for Temporal Segmentation of Long Uncut Videos. IEEE Signal Process. Lett. 25(2): 179-183 (2018) - [c62]Federico Angelini, Zeyu Fu, Sergio A. Velastin, Jonathon A. Chambers, Syed Mohsen Naqvi:
3D-Hog Embedding Frameworks for Single and Multi-Viewpoints Action Recognition Based on Human Silhouettes. ICASSP 2018: 4219-4223 - [c61]Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks. ICIP 2018: 3483-3487 - [c60]Fiza Murtaza, Muhammad Haroon Yousaf, Sergio A. Velastin:
DA-VLAD: Discriminative Action Vector of Locally Aggregated Descriptors for Action Recognition. ICIP 2018: 3993-3997 - [e7]Marcelo Mendoza, Sergio A. Velastin:
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 22nd Iberoamerican Congress, CIARP 2017, Valparaíso, Chile, November 7-10, 2017, Proceedings. Lecture Notes in Computer Science 10657, Springer 2018, ISBN 978-3-319-75192-4 [contents] - [i6]Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Learning and Recognizing Human Action from Skeleton Movement with Deep Residual Neural Networks. CoRR abs/1803.07780 (2018) - [i5]Huyhieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Exploiting deep residual networks for human action recognition from skeletal data. CoRR abs/1803.07781 (2018) - [i4]Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks. CoRR abs/1807.07033 (2018) - [i3]Jorge E. Espinosa, Sergio A. Velastin, John Willian Branch:
Motorcycle detection and classification in urban Scenarios using a model based on Faster R-CNN. CoRR abs/1808.02299 (2018) - [i2]Jorge E. Espinosa, Sergio A. Velastin, John Willian Branch:
Motorcycle Classification in Urban Scenarios using Convolutional Neural Networks for Feature Extraction. CoRR abs/1808.09273 (2018) - [i1]Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Learning to Recognize 3D Human Action from A New Skeleton-based Representation Using Deep Convolutional Neural Networks. CoRR abs/1812.10550 (2018) - 2017
- [j22]Claudio Salvadori, Matteo Petracca, Jesús Martínez del Rincón, Sergio A. Velastin, Dimitrios Makris:
An optimisation of Gaussian mixture models for integer processing units. J. Real Time Image Process. 13(2): 273-289 (2017) - [c59]Muhammad Hanif, Fawad Hussain, Muhammad Haroon Yousaf, Sergio A. Velastin, Zezhi Chen:
Shadow Detection for Vehicle Classification in Urban Environments. ICIAR 2017: 352-362 - [c58]Jorge E. Espinosa, Sergio A. Velastin, John Willian Branch:
Vehicle Detection Using Alex Net and Faster R-CNN Deep Learning Models: A Comparative Study. IVIC 2017: 3-15 - [c57]Sergio A. Velastin, Diego A. Gómez-Lira:
People Detection and Pose Classification Inside a Moving Train Using Computer Vision. IVIC 2017: 319-330 - [c56]Saima Nazir, Muhammad Haroon Yousaf, Sergio A. Velastin:
Feature Similarity and Frequency-Based Weighted Visual Words Codebook Learning Scheme for Human Action Recognition. PSIVT 2017: 326-336 - [e6]Halimah Badioze Zaman, Peter Robinson, Alan F. Smeaton, Timothy K. Shih, Sergio A. Velastin, Tada Terutoshi, Azizah Jaafar, Nazlena Mohamad Ali:
Advances in Visual Informatics - 5th International Visual Informatics Conference, IVIC 2017, Bangi, Malaysia, November 28-30, 2017, Proceedings. Lecture Notes in Computer Science 10645, Springer 2017, ISBN 978-3-319-70009-0 [contents] - 2016
- [j21]Fiza Murtaza, Muhammad Haroon Yousaf, Sergio A. Velastin:
Multi-view human action recognition using 2D motion templates based on MHIs and their HOG description. IET Comput. Vis. 10(7): 758-767 (2016) - [j20]Louahdi Khoudour, Yassine Ruichek, Sergio A. Velastin:
Special Section Guest Editorial: Intelligent Surveillance for Transport Systems. J. Electronic Imaging 25(5): 051201 (2016) - [j19]Zezhi Chen, Tim Ellis, Sergio A. Velastin:
Vision-based traffic surveys in urban environments. J. Electronic Imaging 25(5): 051206 (2016) - [c55]Mubashir Noman, Muhammad Haroon Yousaf, Sergio A. Velastin:
An Optimized and Fast Scheme for Real-Time Human Detection Using Raspberry Pi. DICTA 2016: 1-7 - [c54]Panos Sourtzinos, Sergio A. Velastin, Miguel Jara, Pablo Zegers, Dimitrios Makris:
People Counting in Videos by Fusing Temporal Cues from Spatial Context-Aware Convolutional Neural Networks. ECCV Workshops (2) 2016: 655-667 - 2015
- [j18]Fei Yin, Sergio A. Velastin, Tim Ellis, Dimitrios Makris:
Learning multi-planar scene models in multi-camera videos. IET Comput. Vis. 9(1): 25-40 (2015) - [j17]Fei Yin, Dimitrios Makris, Sergio A. Velastin, Tim Ellis:
Calibration and object correspondence in camera networks with widely separated overlapping views. IET Comput. Vis. 9(3): 354-367 (2015) - [j16]Raúl A. Herrera Acuña, Vasileios Argyriou, Sergio A. Velastin:
A Kinect-based 3D hand-gesture interface for 3D databases. J. Multimodal User Interfaces 9(2): 121-139 (2015) - [c53]Fiza Murtaza, Muhammad Haroon Yousaf, Sergio A. Velastin:
Multi-view Human Action Recognition Using Histograms of Oriented Gradients (HOG) Description of Motion History Images (MHIs). FIT 2015: 297-302 - [c52]Jorge Sepúlveda, Sergio A. Velastin:
F1 score assesment of gaussian mixture background subtraction algorithms using the MuHAVi dataset. ICDP 2015: 1-6 - [e5]Halimah Badioze Zaman, Peter Robinson, Alan F. Smeaton, Timothy K. Shih, Sergio A. Velastin, Azizah Jaafar, Nazlena Mohamad Ali:
Advances in Visual Informatics - 4th International Visual Informatics Conference, IVIC 2015, Bangi, Malaysia, November 17-19, 2015, Proceedings. Lecture Notes in Computer Science 9429, Springer 2015, ISBN 978-3-319-25938-3 [contents] - 2014
- [j15]Michal Lewandowski, Dimitrios Makris, Sergio A. Velastin, Jean-Christophe Nebel:
Structural Laplacian Eigenmaps for Modeling Sets of Multivariate Sequences. IEEE Trans. Cybern. 44(6): 936-949 (2014) - [c51]Carlos Orrite, Mario Rodríguez, Elías Herrero, Grégory Rogez, Sergio A. Velastin:
Automatic Segmentation and Recognition of Human Actions in Monocular Sequences. ICPR 2014: 4218-4223 - 2013
- [c50]Rob Dupre, Raúl A. Herrera Acuña, Vasileios Argyriou, Sergio A. Velastin:
3D Interaction Environment for Free View Point TV and Games Using Multiple Tablet Computers. CVPR Workshops 2013: 682-687 - [c49]Sateesh Pedagadi, James Orwell, Sergio A. Velastin, Boghos A. Boghossian:
Local Fisher Discriminant Analysis for Pedestrian Re-identification. CVPR 2013: 3318-3325 - [c48]Raúl A. Herrera Acuña, Vasileios Argyriou, Sergio A. Velastin:
Graphical interfaces for development exploiting the third dimension using Kinect. Intelligent Environments (Workshops) 2013: 356-367 - [c47]Raúl A. Herrera Acuña, Vasileios Argyriou, Sergio A. Velastin:
Toward a 3D Hand Gesture Multi-threaded Programming Environment. IVIC 2013: 1-12 - [c46]Michal Lewandowski, Damien Simonnet, Dimitrios Makris, Sergio A. Velastin, James Orwell:
Tracklet Reidentification in Crowded Scenes Using Bag of Spatio-temporal Histograms of Oriented Gradients. MCPR 2013: 94-103 - [e4]Halimah Badioze Zaman, Peter Robinson, Patrick Olivier, Timothy K. Shih, Sergio A. Velastin:
Advances in Visual Informatics - Third International Visual Informatics Conference, IVIC 2013, Selangor, Malaysia, November 13-15, 2013. Proceedings. Lecture Notes in Computer Science 8237, Springer 2013, ISBN 978-3-319-02957-3 [contents] - 2012
- [j14]Shiguo Lian, Sergio A. Velastin:
Special issue on multimedia analysis and security. Multim. Tools Appl. 57(1): 1-4 (2012) - [c45]Damien Simonnet, Michal Lewandowski, Sergio A. Velastin, James Orwell, Esin Turkbeyler:
Re-identification of Pedestrians in Crowds Using Dynamic Time Warping. ECCV Workshops (1) 2012: 423-432 - [c44]Raúl A. Herrera Acuña, Christos Fidas, Vasileios Argyriou, Sergio A. Velastin:
Toward a Two-Handed Gesture-Based Visual 3D Interactive Object-Oriented Environment for Software Development. Intelligent Environments 2012: 359-362 - [c43]Claudio Salvadori, Dimitrios Makris, Matteo Petracca, Jesús Martínez del Rincón, Sergio A. Velastin:
Gaussian Mixture Background Modelling Optimisation for Micro-controllers. ISVC (1) 2012: 241-251 - [c42]Zezhi Chen, Tim J. Ellis, Sergio A. Velastin:
Vehicle detection, tracking and classification in urban traffic. ITSC 2012: 951-956 - [r1]Carlos Orrite, Francisco Martínez-Contreras, Elías Herrero, Hossein Ragheb, Sergio A. Velastin:
Independent Viewpoint Silhouette-Based Human Action Modeling and Recognition. Handbook of Soft Computing for Video Surveillance 2012: 185-209 - 2011
- [j13]Maria Valera, Sergio A. Velastin, Anna Ellis, James M. Ferryman:
Communication Mechanisms and Middleware for Distributed Video Surveillance. IEEE Trans. Circuits Syst. Video Technol. 21(12): 1795-1809 (2011) - [j12]Norbert Erich Buch, Sergio A. Velastin, James Orwell:
A Review of Computer Vision Techniques for the Analysis of Urban Traffic. IEEE Trans. Intell. Transp. Syst. 12(3): 920-939 (2011) - [c41]Damien Simonnet, Sergio A. Velastin, James Orwell, Esin Turkbeyler:
Selecting and evaluating data for training a pedestrian detector for crowded conditions. ICSIPA 2011: 174-179 - [c40]M. M. Fraz, Paolo Remagnino, Andreas Hoppe, Sergio A. Velastin, Bunyarit Uyyanonvara, Sarah Barman:
A supervised method for retinal blood vessel segmentation using line strength, multiscale Gabor and morphological features. ICSIPA 2011: 410-415 - [c39]Jean-Christophe Nebel, Michal Lewandowski, Jérôme Thévenon, Francisco Martínez-Contreras, Sergio A. Velastin:
Are Current Monocular Computer Vision Systems for Human Action Recognition Suitable for Visual Surveillance Applications? ISVC (2) 2011: 290-299 - [c38]Zezhi Chen, Tim J. Ellis, Sergio A. Velastin:
Vehicle type categorization: A comparison of classification schemes. ITSC 2011: 74-79 - [c37]Adolfo Martínez Usó, G. Salgues, Sergio A. Velastin:
Evaluation of Unsupervised Segmentation Algorithms for Silhouette Extraction in Human Action Video Sequences. IVIC (1) 2011: 13-22 - [e3]Halimah Badioze Zaman, Peter Robinson, Maria Petrou, Patrick Olivier, Timothy K. Shih, Sergio A. Velastin, Ingela Nyström:
Visual Informatics: Sustaining Research and Innovations - Second International Visual Informatics Conference, IVIC 2011, Selangor, Malaysia, November 9-11, 2011, Proceedings, Part I. Lecture Notes in Computer Science 7066, Springer 2011, ISBN 978-3-642-25190-0 [contents] - [e2]Halimah Badioze Zaman, Peter Robinson, Maria Petrou, Patrick Olivier, Timothy K. Shih, Sergio A. Velastin, Ingela Nyström:
Visual Informatics: Sustaining Research and Innovations - Second International Visual Informatics Conference, IVIC 2011, Selangor, Malaysia, November 9-11, 2011, Proceedings, Part II. Lecture Notes in Computer Science 7067, Springer 2011, ISBN 978-3-642-25199-3 [contents] - 2010
- [j11]Louahdi Khoudour, Didier Aubert, Sergio A. Velastin, Valerie Leung, James Orwell:
Video-based detection of specific events in public transport networks. Stud. Inform. Univ. 8(4): 58-88 (2010) - [c36]Fei Yin, Dimitrios Makris, James Orwell, Sergio A. Velastin:
Learning Non-coplanar Scene Models by Exploring the Height Variation of Tracked Objects. ACCV (3) 2010: 262-275 - [c35]Sanchit Singh, Sergio A. Velastin, Hossein Ragheb:
MuHAVi: A Multicamera Human Action Video Dataset for the Evaluation of Action Recognition Methods. AVSS 2010: 48-55 - [c34]Filipe Martins, James Orwell, Sergio A. Velastin:
OpenFARM: an Open Framework for the Analysis of Rich Media. IPCV 2010: 249-255 - [c33]Damien Simonnet, Sergio A. Velastin:
Pedestrian detection based on adaboost algorithm with a pseudo-calibrated camera. IPTA 2010: 54-59 - [e1]Husrev T. Sencar, Sergio A. Velastin, Nikolaos Nikolaidis, Shiguo Lian:
Intelligent Multimedia Analysis for Security Applications. Studies in Computational Intelligence 282, Springer 2010, ISBN 978-3-642-11754-1 [contents]
2000 – 2009
- 2009
- [c32]Francisco Martínez-Contreras, Carlos Orrite-Uruñuela, José Elías Herrero Jaraba, Hossein Ragheb, Sergio A. Velastin:
Recognizing Human Actions Using Silhouette-based HMM. AVSS 2009: 43-48 - [c31]Norbert Erich Buch, James Orwell, Sergio A. Velastin:
3D Extended Histogram of Oriented Gradients (3DHOG) for Classification of Road Users in Urban Scenes. BMVC 2009: 1-11 - [c30]Sergio A. Velastin:
CCTV Video Analytics: Recent Advances and Limitations. IVIC 2009: 22-34 - [c29]Norbert Erich Buch, Fei Yin, James Orwell, Dimitrios Makris, Sergio A. Velastin:
Urban Vehicle Tracking Using a Combined 3D Model Detector and Classifier. KES (1) 2009: 169-176 - 2008
- [j10]Hannah M. Dee, Sergio A. Velastin:
How close are we to solving the problem of automated visual surveillance? Mach. Vis. Appl. 19(5-6): 329-343 (2008) - [j9]Beibei Zhan, Dorothy Ndedi Monekosso, Paolo Remagnino, Sergio A. Velastin, Li-Qun Xu:
Crowd analysis: a survey. Mach. Vis. Appl. 19(5-6): 345-357 (2008) - [c28]Valerie Leung, James Orwell, Sergio A. Velastin:
Performance evaluation of re-acquisition methods for public transport surveillance. ICARCV 2008: 705-712 - [c27]Hossein Ragheb, Sergio A. Velastin, Paolo Remagnino, Tim Ellis:
ViHASi: Virtual human action silhouette data for the performance evaluation of silhouette-based action recognition methods. ICDSC 2008: 1-10 - [c26]Hossein Ragheb, Sergio A. Velastin, Paolo Remagnino, Tim Ellis:
Human action recognition using robust power spectrum features. ICIP 2008: 753-756 - [c25]Beibei Zhan, Paolo Remagnino, Ndedi D. Monekosso, Sergio A. Velastin:
Self-Organizing Maps for the Automatic Interpretation of Crowd Dynamics. ISVC (1) 2008: 440-449 - [c24]Hossein Ragheb, Sergio A. Velastin, Paolo Remagnino, Tim Ellis:
ViHASi: virtual human action silhouette data for the performance evaluation of silhouette-based action recognition methods. VNBA 2008: 77-84 - 2007
- [j8]Paolo Remagnino, Sergio A. Velastin, Gian Luca Foresti, Mohan M. Trivedi:
Novel concepts and challenges for the next generation of video surveillance systems. Mach. Vis. Appl. 18(3-4): 135-137 (2007) - [c23]Simone Boragno, Boghos A. Boghossian, James Black, Dimitrios Makris, Sergio A. Velastin:
A DSP-based system for the detection of vehicles parked in prohibited areas. AVSS 2007: 260-265 - [c22]James Annesley, Alberto Colombo, James Orwell, Sergio A. Velastin:
A profile of MPEG-7 for visual surveillance. AVSS 2007: 482-487 - [c21]Beibei Zhan, Paolo Remagnino, Sergio A. Velastin, Ndedi D. Monekosso, Li-Qun Xu:
A Quantitative Comparison of Two New Motion Estimation Algorithms. ISVC (1) 2007: 424-431 - [c20]Sergio A. Velastin, Chengping Xu:
Image Feature Extraction Using a Method Derived from the Hough Transform with Extended Kalman Filtering. PSIVT 2007: 191-204 - 2006
- [j7]Luis M. Fuentes, Sergio A. Velastin:
People tracking in surveillance applications. Image Vis. Comput. 24(11): 1165-1171 (2006) - [j6]E. R. Davies, Sergio A. Velastin:
Special Issue on Vision for Crime Detection and Prevention. Pattern Recognit. Lett. 27(15): 1755-1757 (2006) - [c19]Beibei Zhan, Paolo Remagnino, Sergio A. Velastin, Ndedi D. Monekosso, Li-Qun Xu:
Motion Estimation with Edge Continuity Constraint for Crowd Scene Analysis. ISVC (2) 2006: 861-869 - 2005
- [j5]Anthony C. Davies, Sergio A. Velastin:
Progress in Computational Intelligence to Support CCTV Surveillance Systems. Int. J. Comput. 4(3): 76-84 (2005) - [j4]Sergio A. Velastin, Boghos A. Boghossian, Benny P. L. Lo, Jie Sun, Maria Alicia Vicencio-Silva:
PRISMATICA: toward ambient intelligence in public transport environments. IEEE Trans. Syst. Man Cybern. Part A 35(1): 164-182 (2005) - [c18]James Black, Sergio A. Velastin, Boghos A. Boghossian:
A real time surveillance system for metropolitan railways. AVSS 2005: 189-194 - [c17]Francesco Ziliani, Sergio A. Velastin, Fatih Porikli, Lucio Marcenaro, Timothy P. Kelliher, Andrea Cavallaro, Philippe Bruneaut:
Performance evaluation of event detection solutions: the CREDS experience. AVSS 2005: 201-206 - [c16]Beibei Zhan, Paolo Remagnino, Sergio A. Velastin:
Mining Paths of Complex Crowd Scenes. ISVC 2005: 126-133 - 2004
- [j3]Sergio A. Velastin, Benny Lo, Jie Sun:
A flexible communications protocol for a distributed surveillance system. J. Netw. Comput. Appl. 27(4): 221-253 (2004) - [j2]Luis M. Fuentes, Sergio A. Velastin:
Tracking-based event detection for CCTV systems. Pattern Anal. Appl. 7(4): 356-364 (2004) - [c15]Jie Sun, Sergio A. Velastin, Benny P. L. Lo, Maria Alicia Vicencio-Silva, Louahdi Khoudour:
A Distributed Surveillance System to Improve Personal Security in Public Transport. EWIMT 2004 - 2003
- [c14]Luis M. Fuentes, Sergio A. Velastin:
Tracking People for Automatic Surveillance Applications. IbPRIA 2003: 238-245 - [c13]Luis M. Fuentes, Sergio A. Velastin:
From tracking to advanced surveillance. ICIP (3) 2003: 121-124
1990 – 1999
- 1999
- [c12]Aparecido Nilceu Marana, Luciano da Fontoura Costa, Roberto de Alencar Lotufo, Sergio A. Velastin:
Estimating crowd density with Minkowski fractal dimension. ICASSP 1999: 3521-3524 - [c11]Boghos A. Boghossian, Sergio A. Velastin:
Motion-based machine vision techniques for the management of large crowds. ICECS 1999: 961-964 - [c10]Sergio A. Velastin, Boghos A. Boghossian, A. Lazzarato:
Detection of Potentially Dangerous Situations involving Crowds using Image Processing. IIA/SOCO 1999 - 1998
- [c9]Aparecido Nilceu Marana, Luciano da F. Costa, Roberto de Alencar Lotufo, Sergio A. Velastin:
On the efficacy of texture analysis for crowd monitoring. SIBGRAPI 1998: 354-361 - 1997
- [c8]Aparecido Nilceu Marana, Luciano da Fontoura Costa, Sergio A. Velastin, Roberto de Alencar Lotufo:
Oriented texture classification based on self-organizing neural network and Hough transform. ICASSP 1997: 2773-2775 - [c7]Louahdi Khoudour, Jean-Pierre Deparis, Jean-Luc Bruyelle, F. Caestaing, Didier Aubert, Samia Bouchafa, Sergio A. Velastin, Maria Alicia Vicencio-Silva, M. Wherett:
Project CROMATICA. ICIAP (2) 1997: 757-764 - 1995
- [j1]Fei Xia, Sergio A. Velastin, Anthony C. Davies:
Evaluation of the Data Interaction Architecture Demonstrator by means of a multiple mobile robot workspace simulation. Microprocess. Microsystems 19(1): 23-33 (1995) - [c6]Jia Hong Yin, Sergio A. Velastin, Anthony C. Davies:
Image Processing Techniques for Crowd Density Estimation Using a Reference Image. ACCV 1995: 489-498 - 1994
- [c5]Chengping Xu, Sergio A. Velastin:
A Comparison Between the Standard Hough Transform and the Mahalanobis Distance Hough Transform. ECCV (1) 1994: 95-100 - [c4]Fei Xia, Sergio A. Velastin, Anthony C. Davies:
A Parallel Simulation of Multiple Mobile Robots Using the DORIS Design Method. ICRA 1994: 2482-2487 - [c3]Chengping Xu, Sergio A. Velastin:
The Mahalanobis Distance Hough Transform with Extended Kalman Filter Refinement. ISCAS 1994: 5-8 - [c2]Marcello Fini, Sergio A. Velastin:
An Analytical Least Squares Hough Transform. ISCAS 1994: 13-16 - 1992
- [c1]Sergio A. Velastin, Tarig M. Hamdi:
A Parallel Solution Of Inverse Kinematics For The Rtx Robot Using Ada And Transputers. IROS 1992: 1208-1212
Coauthor Index
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