Sergio A. Velastin
Orcid: 0000-0001-6775-7137Affiliations:
- Queen Mary University of London, UK
- Universidad Carlos III de Madrid, Spain
According to our database1,
Sergio A. Velastin
authored at least 125 papers
between 1992 and 2024.
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Bibliography
2024
Neural Comput. Appl., 2024
2023
Sensors, March, 2023
BERT for Activity Recognition Using Sequences of Skeleton Features and Data Augmentation with GAN.
Sensors, February, 2023
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
Banana Ripeness Level Classification Using a Simple CNN Model Trained with Real and Synthetic Datasets.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
2022
2021
IEEE Trans. Intell. Transp. Syst., 2021
Sensors, 2021
T-VLAD: Temporal vector of locally aggregated descriptor for multiview human action recognition.
Pattern Recognit. Lett., 2021
Feature Selection Using Correlation Analysis and Principal Component Analysis for Accurate Breast Cancer Diagnosis.
J. Imaging, 2021
Sparse LiDAR and Stereo Fusion (SLS-Fusion) for Depth Estimationand 3D Object Detection.
CoRR, 2021
Facial Expression Recognition of Instructor Using Deep Features and Extreme Learning Machine.
Comput. Intell. Neurosci., 2021
IEEE Access, 2021
2020
Detecting, Tracking and Counting People Getting On/Off a Metropolitan Train Using a Standard Video Camera.
Sensors, 2020
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera.
Sensors, 2020
J. Imaging, 2020
Comput. Electr. Eng., 2020
2019
IEEE Signal Process. Lett., 2019
Spatio-Temporal Image Representation of 3D Skeletal Movements for View-Invariant Action Recognition with Deep Convolutional Neural Networks.
Sensors, 2019
Dynamic Spatio-Temporal Bag of Expressions (D-STBoE) Model for Human Action Recognition.
Sensors, 2019
Learning to recognise 3D human action from a new skeleton-based representation using deep convolutional neural networks.
IET Comput. Vis., 2019
Comput. Vis. Image Underst., 2019
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera.
CoRR, 2019
A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data.
CoRR, 2019
Proceedings of the 14th International Joint Conference on Computer Vision, 2019
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019
Detection and Tracking of Motorcycles in Congested Urban Environments Using Deep Learning and Markov Decision Processes.
Proceedings of the Pattern Recognition - 11th Mexican Conference, 2019
A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data.
Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019
Proceedings of the 9th International Conference on Imaging for Crime Detection and Prevention, 2019
2018
PMHI: Proposals From Motion History Images for Temporal Segmentation of Long Uncut Videos.
IEEE Signal Process. Lett., 2018
Pattern Recognit. Lett., 2018
Comput. Vis. Image Underst., 2018
Learning to Recognize 3D Human Action from A New Skeleton-based Representation Using Deep Convolutional Neural Networks.
CoRR, 2018
Motorcycle Classification in Urban Scenarios using Convolutional Neural Networks for Feature Extraction.
CoRR, 2018
Motorcycle detection and classification in urban Scenarios using a model based on Faster R-CNN.
CoRR, 2018
CoRR, 2018
Learning and Recognizing Human Action from Skeleton Movement with Deep Residual Neural Networks.
CoRR, 2018
Evaluating a bag-of-visual features approach using spatio-temporal features for action recognition.
Comput. Electr. Eng., 2018
Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
DA-VLAD: Discriminative Action Vector of Locally Aggregated Descriptors for Action Recognition.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
3D-Hog Embedding Frameworks for Single and Multi-Viewpoints Action Recognition Based on Human Silhouettes.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
J. Real Time Image Process., 2017
Feature Similarity and Frequency-Based Weighted Visual Words Codebook Learning Scheme for Human Action Recognition.
Proceedings of the Image and Video Technology - 8th Pacific-Rim Symposium, 2017
People Detection and Pose Classification Inside a Moving Train Using Computer Vision.
Proceedings of the Advances in Visual Informatics, 2017
Vehicle Detection Using Alex Net and Faster R-CNN Deep Learning Models: A Comparative Study.
Proceedings of the Advances in Visual Informatics, 2017
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017
2016
J. Electronic Imaging, 2016
Multi-view human action recognition using 2D motion templates based on MHIs and their HOG description.
IET Comput. Vis., 2016
People Counting in Videos by Fusing Temporal Cues from Spatial Context-Aware Convolutional Neural Networks.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016
2015
J. Multimodal User Interfaces, 2015
Calibration and object correspondence in camera networks with widely separated overlapping views.
IET Comput. Vis., 2015
F1 score assesment of gaussian mixture background subtraction algorithms using the MuHAVi dataset.
Proceedings of the 6th International Conference on Imaging for Crime Detection and Prevention, 2015
Multi-view Human Action Recognition Using Histograms of Oriented Gradients (HOG) Description of Motion History Images (MHIs).
Proceedings of the 13th International Conference on Frontiers of Information Technology, 2015
2014
IEEE Trans. Cybern., 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
2013
Tracklet Reidentification in Crowded Scenes Using Bag of Spatio-temporal Histograms of Oriented Gradients.
Proceedings of the Pattern Recognition - 5th Mexican Conference, 2013
Proceedings of the Advances in Visual Informatics, 2013
Proceedings of the Workshop Proceedings of the 9th International Conference on Intelligent Environments, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
3D Interaction Environment for Free View Point TV and Games Using Multiple Tablet Computers.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
Proceedings of the Handbook on Soft Computing for Video Surveillance., 2012
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012
Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012
Toward a Two-Handed Gesture-Based Visual 3D Interactive Object-Oriented Environment for Software Development.
Proceedings of the 2012 Eighth International Conference on Intelligent Environments, 2012
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012
2011
IEEE Trans. Intell. Transp. Syst., 2011
IEEE Trans. Circuits Syst. Video Technol., 2011
Evaluation of Unsupervised Segmentation Algorithms for Silhouette Extraction in Human Action Video Sequences.
Proceedings of the Visual Informatics: Sustaining Research and Innovations, 2011
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011
Are Current Monocular Computer Vision Systems for Human Action Recognition Suitable for Visual Surveillance Applications?
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011
Selecting and evaluating data for training a pedestrian detector for crowded conditions.
Proceedings of the 2011 IEEE International Conference on Signal and Image Processing Applications, 2011
A supervised method for retinal blood vessel segmentation using line strength, multiscale Gabor and morphological features.
Proceedings of the 2011 IEEE International Conference on Signal and Image Processing Applications, 2011
2010
Stud. Inform. Univ., 2010
Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010
OpenFARM: an Open Framework for the Analysis of Rich Media.
Proceedings of the 2010 International Conference on Image Processing, 2010
MuHAVi: A Multicamera Human Action Video Dataset for the Evaluation of Action Recognition Methods.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010
Learning Non-coplanar Scene Models by Exploring the Height Variation of Tracked Objects.
Proceedings of the Computer Vision - ACCV 2010, 2010
2009
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009
Proceedings of the Visual Informatics: Bridging Research and Practice, 2009
3D Extended Histogram of Oriented Gradients (3DHOG) for Classification of Road Users in Urban Scenes.
Proceedings of the British Machine Vision Conference, 2009
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009
2008
Mach. Vis. Appl., 2008
ViHASi: virtual human action silhouette data for the performance evaluation of silhouette-based action recognition methods.
Proceedings of the 1st ACM Workshop on Vision Networks for Behavior Analysis, 2008
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the 10th International Conference on Control, 2008
2007
Mach. Vis. Appl., 2007
Image Feature Extraction Using a Method Derived from the Hough Transform with Extended Kalman Filtering.
Proceedings of the Advances in Image and Video Technology, Second Pacific Rim Symposium, 2007
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007
2006
Pattern Recognit. Lett., 2006
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006
2005
IEEE Trans. Syst. Man Cybern. Part A, 2005
Proceedings of the Advances in Visual Computing, First International Symposium, 2005
Proceedings of the Advanced Video and Signal Based Surveillance, 2005
Proceedings of the Advanced Video and Signal Based Surveillance, 2005
2004
J. Netw. Comput. Appl., 2004
A Distributed Surveillance System to Improve Personal Security in Public Transport.
Proceedings of the Knowledge-Based Media Analysis for Self-Adaptive and Agile Multi-Media, 2004
2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003
1999
Detection of Potentially Dangerous Situations involving Crowds using Image Processing.
Proceedings of the Third ICSC Symposia on Intelligent Industrial Automation (IIA'99) and Soft Computing (SOCO'99), 1999
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1997
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997
Oriented texture classification based on self-organizing neural network and Hough transform.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
1995
Evaluation of the Data Interaction Architecture Demonstrator by means of a multiple mobile robot workspace simulation.
Microprocess. Microsystems, 1995
Proceedings of the Recent Developments in Computer Vision, 1995
1994
Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994
Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994
Proceedings of the 1994 International Conference on Robotics and Automation, 1994
A Comparison Between the Standard Hough Transform and the Mahalanobis Distance Hough Transform.
Proceedings of the Computer Vision, 1994
1992
A Parallel Solution Of Inverse Kinematics For The Rtx Robot Using Ada And Transputers.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 1992