Sergio A. Velastin

According to our database1, Sergio A. Velastin authored at least 108 papers between 1992 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Sparse LiDAR and Stereo Fusion (SLS-Fusion) for Depth Estimationand 3D Object Detection.
CoRR, 2021

Fall Detection and Activity Recognition Using Human Skeleton Features.
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

Vehicle Make and Model Recognition using Bag of Expressions.
Sensors, 2020

Special Section: CIARP 2018.
Pattern Recognit. Lett., 2020

Breast Tumor Classification Using an Ensemble Machine Learning Method.
J. Imaging, 2020

Vectors of temporally correlated snippets for temporal action detection.
Comput. Electr. Eng., 2020

2019
End-to-End Temporal Action Detection Using Bag of Discriminant Snippets.
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

Preface of Special section - CIARP 2017 awards.
Pattern Recognit. Lett., 2019

Learning to recognise 3D human action from a new skeleton-based representation using deep convolutional neural networks.
IET Comput. Vis., 2019

TAB: Temporally aggregated bag-of-discriminant-words for temporal action proposals.
Comput. Vis. Image Underst., 2019

Human Action Recognition using Multi-Kernel Learning for Temporal Residual Network.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Bag of Deep Features for Instructor Activity Recognition in Lecture Room.
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

2018
PMHI: Proposals From Motion History Images for Temporal Segmentation of Long Uncut Videos.
IEEE Signal Process. Lett., 2018

A Bag of Expression framework for improved human action recognition.
Pattern Recognit. Lett., 2018

Exploiting deep residual networks for human action recognition from skeletal data.
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

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
An optimisation of Gaussian mixture models for integer processing units.
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

Shadow Detection for Vehicle Classification in Urban Environments.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

2016
Special Section Guest Editorial: Intelligent Surveillance for Transport Systems.
J. Electronic Imaging, 2016

Vision-based traffic surveys in urban environments.
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

An Optimized and Fast Scheme for Real-Time Human Detection Using Raspberry Pi.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

2015
A Kinect-based 3D hand-gesture interface for 3D databases.
J. Multimodal User Interfaces, 2015

Learning multi-planar scene models in multi-camera videos.
IET Comput. Vis., 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
Structural Laplacian Eigenmaps for Modeling Sets of Multivariate Sequences.
IEEE Trans. Cybern., 2014

Automatic Segmentation and Recognition of Human Actions in Monocular Sequences.
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

Toward a 3D Hand Gesture Multi-threaded Programming Environment.
Proceedings of the Advances in Visual Informatics, 2013

Graphical interfaces for development exploiting the third dimension using Kinect.
Proceedings of the Workshop Proceedings of the 9th International Conference on Intelligent Environments, 2013

Local Fisher Discriminant Analysis for Pedestrian Re-identification.
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
Independent Viewpoint Silhouette-Based Human Action Modeling and Recognition.
Proceedings of the Handbook on Soft Computing for Video Surveillance., 2012

Special issue on multimedia analysis and security.
Multim. Tools Appl., 2012

Vehicle detection, tracking and classification in urban traffic.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

Gaussian Mixture Background Modelling Optimisation for Micro-controllers.
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

Re-identification of Pedestrians in Crowds Using Dynamic Time Warping.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2011
A Review of Computer Vision Techniques for the Analysis of Urban Traffic.
IEEE Trans. Intell. Transp. Syst., 2011

Communication Mechanisms and Middleware for Distributed Video Surveillance.
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

Vehicle type categorization: A comparison of classification schemes.
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
Video-based detection of specific events in public transport networks.
Stud. Inform. Univ., 2010

Pedestrian detection based on adaboost algorithm with a pseudo-calibrated camera.
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
Urban Vehicle Tracking Using a Combined 3D Model Detector and Classifier.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009

CCTV Video Analytics: Recent Advances and Limitations.
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

Recognizing Human Actions Using Silhouette-based HMM.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008
Crowd analysis: a survey.
Mach. Vis. Appl., 2008

How close are we to solving the problem of automated visual surveillance?
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

Self-Organizing Maps for the Automatic Interpretation of Crowd Dynamics.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Human action recognition using robust power spectrum features.
Proceedings of the International Conference on Image Processing, 2008

Performance evaluation of re-acquisition methods for public transport surveillance.
Proceedings of the 10th International Conference on Control, 2008

2007
Novel concepts and challenges for the next generation of video surveillance systems.
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

A Quantitative Comparison of Two New Motion Estimation Algorithms.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

A DSP-based system for the detection of vehicles parked in prohibited areas.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

A profile of MPEG-7 for visual surveillance.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006
Special Issue on Vision for Crime Detection and Prevention.
Pattern Recognit. Lett., 2006

People tracking in surveillance applications.
Image Vis. Comput., 2006

Motion Estimation with Edge Continuity Constraint for Crowd Scene Analysis.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006

2005
PRISMATICA: toward ambient intelligence in public transport environments.
IEEE Trans. Syst. Man Cybern. Part A, 2005

Mining Paths of Complex Crowd Scenes.
Proceedings of the Advances in Visual Computing, First International Symposium, 2005

Performance evaluation of event detection solutions: the CREDS experience.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

A real time surveillance system for metropolitan railways.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

2004
Tracking-based event detection for CCTV systems.
Pattern Anal. Appl., 2004

A flexible communications protocol for a distributed surveillance system.
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
From tracking to advanced surveillance.
Proceedings of the 2003 International Conference on Image Processing, 2003

Tracking People for Automatic Surveillance Applications.
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

Motion-based machine vision techniques for the management of large crowds.
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999

Estimating crowd density with Minkowski fractal dimension.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1997
Project CROMATICA.
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

Image Processing Techniques for Crowd Density Estimation Using a Reference Image.
Proceedings of the Recent Developments in Computer Vision, 1995

1994
The Mahalanobis Distance Hough Transform with Extended Kalman Filter Refinement.
Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994

An Analytical Least Squares Hough Transform.
Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994

A Parallel Simulation of Multiple Mobile Robots Using the DORIS Design Method.
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


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