Video and Image Processing
at the University of Malaga
at the University of Malaga
Publications
Deep Neural Network to remove motion artifacts from heart rate sensor embedded on handle cane
IEEE Sensors Conference, October, 2024
AttenGait: gait recognition with attention and rich modalities
Journal of Pattern Recogniton, vol. 148, 2024
Artificial intelligence to assist specialists in the detection of haematological diseases
Heliyon 9(5), 2023
From Synthetic Data to Real Palm Vein Identification: a Fine-Tuning Approach
IEEE 13th International Conference on Pattern Recognition Systems (ICPRS), July, 2023
Multimodal Human Pose Feature Fusion for Gait Recognition
11th Iberian Conferencia on Pattern Recognition and Image Analysis, IbPRIA 2023, LNCS 14062
Real-Time Unsupervised Object Localization on the Edge for Airport Video Surveillance
11th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2023, LNCS 14062
Irregular alignment of arbitrarily long DNA sequences on GPU
Journal of Supercomputing, December, 2022
High performance inference of gait recognition models on embedded systems
Journal of Sustainable Computing: Informatics and Systems, Volume 36, December 2022
A hybrid piece-wise slowdown model for concurrent kernel execution on GPU
28th International European Conference on Parallel and Distributed Computing (Euro-Par) , August, 2022
GaitCopy: disentangling appearance for gait recognition by signature copy
IEEE Access, 2021
UGaitNet: Multimodal gait recognition with missing input modalities
IEEE Transactions on Information Forensics & Security , 2021
CAVLCU: an efficient GPU-based implementation of CAVLC
Journal of Supercomputing, 29 Nov 2021
Large-scale palm vein recognition on synthetic datasets
40th International Conference of the Chilean Computer Science Society (SCCC), 2021
Evaluation of end-to-end CNN models for palm vein recognition
40th International Conference of the Chilean Computer Science Society (SCCC), 2021
ReSGait: The Real-Scene Gait Dataset
International Joint Conference on Biometrics (IJCB), August, Shenzhen, China, 2021
Multimodal Gait Recognition under Missing Modalities
International Conference on Image Processing (ICIP), September, 2021
Anomalous object detection by active search with PTZ cameras
Expert Systems with Applications (ESWA), May, 2021
FlexSched: Efficient Scheduling Techniques for Concurrent Kernel Execution on GPUs
Journal of Supercomputing, 19 May 2021
iLGaCo: Incremental Learning of Gait Covariate Factors
International Joint Conference on Boimetrics (IJCB), 2020
Multimodal feature fusion for CNN-based gait recognition: an empirical comparison
Neural Computing and Applications, March, 2020
A Cross-dataset Deep learning-based Classifier for People Fall Detection and Identification
Journal of Computer Methods and Programs in Biomedicine, Volume 184, February 2020,
Heuristics for concurrent task scheduling on GPUs
Journal of Concurrency and Computation: Practice and Experience, November, 2019
DOI: 10.1002/cpe.5571
A weakly-supervised approach for discovering common objects in airport video surveillance footage
Iberian Conference on Pattern Recognition and Image Analysis, LNCS 11868, pp. 296-308, Madrid, July, 2019
An End-to-End Multi-task and Fusion CNN for Inertial-based Gait Recognition
IEEE Access, vol. 7, pp. 1897-1908, 2019
A Scheduling Theory Framework for GPU Tasks Efficient Execution
13th International Meeting on
High Performance Computing for Computational Science (VECPAR), September, 2018
End-to-End Incremental Learning
European Conference on Computer Vision (ECCV), Munich, September, 2018
Improving tasks throughput on accelerators using OpenCL command concurrency
Computer Research Repository, 2018
Energy-based Tuning of Convolutional Neural Networks on Multi-GPUs
Journal of Concurrency and Computation: Practice and Experience, 31(1), 2018
DOI: 10.1002/cpe.4786
A tasks reordering model to reduce transfers overhead on GPUs
Journal of Parallel and Distributed Computing, Volume 109, November 2017, Pages 258-271
Improving Bag-of-Visual-Words model using visual n-grams for human action classification
Journal of Expert Systems with Applications, vol. 92, pp. 182-191, 2017
Evaluation of CNN architectures for gait recognition based on optical flow maps
16th International Conference of the Biometrics (BIOSIG), Darmstadt, Germany, September, 2017
Deep Multitask Learning for Gait-based Biometrics
IEEE International Conference on Image Processing, (ICIP 2017) , Beijing, China, September, 2017
Automatic learning of gait signatures for people identification
Advances in Computational Intelligence (IWANN 2017), pp. 257-270, 2017
Efficient OpenCL-based concurrent tasks offloading on accelerators
Procedia Computer Science (ICCS 2017), Vol. 108, pp. 1353-2357, 2017
Fisher Motion Descriptor for Multiview Gait Recognition
International Journal of Pattern Recognition and Artificial Intelligence , vol. 31, Iss. 1, 2017
Automatic learning of gait signatures for people identification
Computer Research Repository, 2016
Multimodal features fusion for gait, gender and shoes recognition
Machine Vision and Applications , vol. 27, Iss. 8, pp. 1213-1228, 2016
Configurable XOR hash functions for banked scratchpad memories in GPUs
IEEE Transactions on Computers , vol. 65, no. 7, pp. 2045-2058, July, 2016
Paper selected (together with other three) "Editor's pick of the year 2016" of the IEEE Transactions on Computers
In-Place Matrix Transposition on GPUs
IEEE Transactions on Parallel and Distributed Systems, vol. 27, Iss. 3, March, 2016
Application use cases: Platform atomics
Heterogeneous System Architecture: A new compute platform infrastructure, Ed. Morgan Kaufmann, December, 2015
ISBN:978-0-12-800386-2
Calculation of dense trajectory descriptors on a heterogeneous embedded architecture
Journal of Systems Architecture, vol. 61, Is. 10, November, 2015, pp. 659-667
On how to improve tracklet-based gait recognition systems
Pattern Recognition Letters, Vol. 68, Part 1, December, 2015
Demystifying the 16x16 thread-block for stencils on the GPU
Concurrency and Computation: Practice and Experience, Vol. 27, Iss. 18, December, 2015
DOI: 10.1002/cpe.3591
Empirical study of audio-visual features fusion for gait recognition
International Conference on Computer Analysis of Images and Patterns(CAIP), Malta, 2015
In-Place Data Sliding Algorithms for Many-Core Architectures
The 44th International Conference on Parallel Processing (ICPP-2015), Beijing, China, 2015
DOI: 10.1109/ICPP.2015.30
Robust tracking for augmented reality
International Work Conference on Artificial Neural Networks (IWANN), Palma de Mallorca , Spain, 2015
Action Classification based on Frequent Subgraphs of Optimal Visual Words
19th Iberoamerican Congress on Pattern Recognition, Progress in Pattern Recognition, Image Analysis, Computer Vision and Applications, LNCS 8827, Puerto Vallarta, Mexico 2014
Low Textured Regions Detection for Improving Stereoscopy Algorithms
The 2014 International Conference on High Performance Computing & Simulation (HPCS 2014), Bologna, Italy, 2014
Pre-Ictal Phase Detection with SVMs
The 2014 International Conference on High Performance Computing & Simulation (HPCS 2014), Bologna, Italy, 2014
In-Place Transpositions of Rectangular Matrices on Accelerators
19th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP), Orlando (Florida), 2014
Performance modeling of atomic additions on GPU scratchpad memory
IEEE Trans. on Parallel and Distributed Systems, vol. 24 no.11, 2013
A robust and low resource FPGA-based stereoscopic vision algorithm
2013 International Conference on Reconfigurable Computing and FPGAs (Reconfig), 2013
Simulation and Architecture Improvements of Atomic Operations on GPU Scratchpad Memory
The 31st IEEE International Conference on Computer Design (ICCD), 2013
A Framework for TV logos Learning using Linear Inverse Diffusion Filters for Noise Removal
2013 International Conference on High Performance Computing & Simulation , 2013
An optimized approach to histogram computation on GPU
Machine Vision and Applications, Vol. 24, Iss. 5, pp 899-908, 2013
Performance models for asynchronous data transfers on consumer Graphics Processing Units
Journal of Parallel and Distributed Computing, Volume 72, Issue 9, September 2012
Object detection with vocabularies of Space-time descriptors
Journal of Applied Research and Technology, vol 10, 2012
PDF: Download
Reducing Vocabulary Size in Human Action Classification
16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, KES-2012, San Sebastian, Spain, 2012
Pixel-based background initialization using spatio-temporal restrictions
16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, KES-2012, San Sebastian, Spain, 2012
Visual Words Selection for Human Action Classification
International Conference on High Performance Computing & Simulation (HPCS2012), Madrid, Spain, 2012
Programming Issues for Video Analysis on Graphic Processing Units
Ph.D. Thesis , Córdoba, Spain, 2012
PDF: Download
Load Balancing Versus Occupancy
Maximization On Graphics Processing Units: The Generalized Hough
Transform as a Case Study
To
appear in The International Journal of High Performance Computing Applications
Mapping a Class of Applications in Heterogeneous Multithreading Architectures
Second Workshop on Programming Models for Emerging Architectures (PMEA) , colocated with PACT 2010, pp. 3-10, 2010
An implementation of the Generalized Hough Transform on heterogeneous multithreading architectures
XXI Jornadas de Paralelismo, Valencia, SPAIN, 2010
Concurrent Calculations On
Reconfigurable Logic Devices Applied To The Analysis Of Video Images
International
Journal of Reconfigurable Computing, pp. 1-8, 2010. ISSN
1687-7195.
Learning A Generic 3D Face Model
From 2D Image Databases Using Incremental
Structure-From-Motion
Structure-From-Motion
Image
and Vision Computing, 28, pp. 1117-1129, 2010. ISSN
0262-8856.
Integrating OpenMP and CUDA Models
Proceedings
on Advanced Computer Architecture and Compilation For Embedded Systems,
pp. 39-42. 2009. ISBN 978-90-382-1467-2.
FPGA Implementation of The
Generalized Hough Transform
International
Conference on Reconfigurable Computing and FPGAs, 2009.
ISBN 978-0-7695-3917-1.
High Performance Circle Detection
Through a GPU Rasterization Approach
Proceedings
4th I. Conference on Pattern Recognition and Image Analysis,
pp. 273-281, 2009.
Parallelization Of a Video
Segmentation Algorithm On Cuda-Enabled Graphics Processing Units
Euro-Par
2009 Parallel Processing, LNCS 5704, 2009
Concurrent Calculations on
Reconfigurable Logic Devices Applied to the Analisys of Video Images
V
Southern Conference on Programmable Logic (SPL 2009),
2009.
Large LED Display Without Current
Drivers
XXIX
International Display Research Conference, 2009.
Efficient Image Alignment Using
Linear Appearance Models
IEEE
Computer Society Conference On Computer Vision And Pattern Recognition
(CVPR), 2009.
On the Computation of the Circle
Hough Transform by a GPU Rasterizer
Pattern
Recognition Letters, 29 (3), pp. 309-318, 2008.
Recognition of Circular Patterns on
GPUs: Performance Analysis and Contributions.
Journal
Of Parallel And Distributed Computing, 8 (10), pp.
1329-1338, 2008.
A TV-Logo Classification and
Learning System
IEEE
Int'l Conf. On Image Processing (ICIP), 2008
A Clustering Technique for Video
Copy Detection
Iberian
Conference on Pattern Recognition and Image Analysis, LNCS
4477, pp. 451-458, 2007. ISSN 0302-9743
Bilinear Active Appearance Models
IEEE
International Conference on Computer Vision (ICCV), 2007.
Logotype Detection to Support
Semantic-Based Video Annotation
Signal
Processing-Image Communication, 22(7-8), pp.669-679, 2007,
ISSN 0923-5965.
Improving Video Segmentation
Performance in Multithreading and Multicore Architectures
Jornadas
de Paralelismo (CEDI2007) Actas del XVII Congreso Español
de Informatica Grafica (CEIG07), pp. 11-18, 2007, ISBN
978-84-9732-595-0
Using Graphics Hardware for
Enhancing Edge and Circle Detection
Iberian
Conference on Pattern Recognition And Image Analysis, LNCS
4477, pp. 234-241, 2007. ISBN 978-3-540-72848-1
Computer Architectures for
Multimedia and Video Analysis
High
Performance Computing in Remote Sensing, pp. 43-67.
2007.ISBN 978-1-58488-662-4
Tracking Of Linear Appearance
Models Using Second Order Minimization
Proceedings
on Advanced Concepts for Intelligent Vision Systems, LNCS
4179, pp. 1002-1013, 2006. ISSN 0302-9743.
New Full-Colour LED Based Screen
IEEE
Mediterranean Electrotechnical Conference (MELECON), 2006.
Isbn 1-4244-0088-0.
Using Graphic Processing Units For
Tracking Algorithms
5th
International Workshop on Information Optics (WIO'06), pp.
310-313, 2006.
Video Cataloging Based On Robust
Logotype Detection
IEEE
International Conference on Image Processing (ICIP), 2006.
Analysis and Description of the
Semantic Content Of Cell Biological Videos
Multimedia
Tools & Applications, 25(1), pp. 37-58, 2005.
Segmentationof Vessels from
Mammograms Using A Deformable Model
Computer
Methods And Programs in Biomedicine, 73(3), pp. 233-247.
2004.
Combining Luminance And Edge Based
Metrics For Robust Temporal Video Segmentation
IEEE
International Conference on Image Proccessing (ICIP),
2004. ISBN 0-7803-8554-3
Reliable Real Time Scene Change
Detection In Mpeg Compressed Video
IEEE
International Conference on Multimedia and Expo (ICME),
2004. ISBN 0-7803-8554-3.
A Statistical Validation of Vessel
Segmentation in Medical Images
Proceedings
on Advances in Artificial Intelligence - IBERAMIA 2004,
LNAI 3315, pp. 617-625, 2004. ISSN 0302-9743.
Automatic Analysis of the Content
of Cell Biological Videos and Database
Organization of Their Metadata Descriptors
IEEE
Transactions on Multimedia, 6(1), pp. 119-128, 2004, ISSN
1520-9210.
An Efficient 2D Deformable Objects
Detection and Location Algorithm
Pattern
Recognition,36(11), pp. 2543-2556, 2003, ISSN 0031-3203
Global Motion Estimation Algorithm
for Video Segmentation
Proceedings
of Visual Communications and Image Processing, pp.
1540-1550, 2003, ISBN 0-8194-5023-5
Affine Transformation Computation
Of Planar Objects
Int'l
Workshop on Computer Vision and Image Analysis
(IWCVIA'03), 2003
A Metadata Classification Schema
for Semantic Content Analysis of Videos
Journal
of Microscopy, 205, pp. 33-42, 2002, ISSN 0022-2720
Pose Detection of Cameras in Real
Time
Proceedings
on Image and Video Comunications and Processing
, 2003, ISBN 0-8194-4822-2
New Edge-Based Feature Extraction
Algorithm For Video Segmentation
Proceedings
on Image and Video Comunications and Processing
, pp. 861-872. 2003, ISBN 0-8194-4822-2.
Contour-Based Shape Retrieval: A 2D
Deformable Objects Detection
Algorithm
Int'l
Workshop on Computer Vision and Image Analysis
(IWCVIA'03) , pp. 13-18, 2003.
Planar Object Detection Under
Scaled Orthographic Projection
Pattern
Recognition Letters, 23(6), pp. 719-729, 2002, ISSN
0167-8655
Bayesian Approach Based on
Geometrical Features for Validation and Tuning of Solution in
Deformable
Models
IBERAMIA
2001, LNAI 2527, pp. 865-874, 2002, ISSN 0302-9743
A Deformable Model For Image
Segmentation In Noisy Medical Images
IEEE
International Conference on Image Processing (ICIP)
, Tesalonica (Greece), 2001.
Detection of Arbitrary Planar
Shapes with 3D Pose
Image
And Vision
Computing, 19(14), pp. 1057-1070, 2001, ISSN
0262-8856
Parallelization of an Algorithm for
the
Automatic Detection of Deformable Objects
Acta
Cybernetica, 15(2), pp. 151-162, 2001, ISSN 0324-721x
Planar Object Detection
Under Scaled Orthographic Projection
Proceedings
on Discrete Geometry for Computer Imagery (DGCI), LNCS
1953, pp. 479-490, 2000, ISSN 0302-9743
Detection Of Bidimensional Shapes
Under Global Deformations
European
Signal Processing Conference (EUSIPCO), 2000.
Planar Object Detection Under
Scaled Ortographic Projection
Proceedings
on Discrete Geometry for Computer Imagery, Uppsala
(Sweeden), 2000.
Object Matching Using
Multiresolution Stochastic Optimization
XVII
European Conference On Operational Research , Budapest
(Hungary), 2000, 2000.
Automatic Feature Extraction in
Wound Healing Videos
The
6th RIAO Conf. on Content-Based Multimedia Information
Access (RIAO'2000), Paris (France), 2000.
Automatic Tracking Of Moving
Bacterial Cells In Scientific Videos
The
6th RIAO Conf. on Content-Based Multimedia Information
Access (RIAO'2000), Paris (France), 2000.
Parallelization Of An Algorithm For
Non-Rigid Objects Detection With Stochastic Global Optimization
Object Tracking And Event
Recognition In Biological Microscopy Videos
Deformable Shapes Detection By
Stochastic Optimization
IEEE
International Conference on Image Processing (ICIP),
Vancouver (CANADA), 2000, ISBN 0-7803-6297-7.
Paralelizacion de un algoritmo para
la deteccion automatica de objetos deformables
Perspectivas
Del Paralelismo en Computadores, pp. 327-332, 2000, ISBN
84-699-3003-6
Planar 3D Object Detection by using
The Generalized Hough Transform
Proc.
on 10th Int'l Conf. on Image Analysis and Processing,
Venice (Italy), 1999.
An Efficient Image Processing
Algorithm For High-Level Skill Acquisition
Proceedings
of the 1999 IEEE International
Symposium On Assembly And Task Planning, pp. 262-267,
Porto (Portugal), 1999.
Bidimensional Shape Detection using
an Invariant Approach
Pattern
Recognition, 32(6), pp. 1025-1038, 1999, ISSN 0031-3203.
A Probabilistic Model For
Best-First Search B&B Algorithms
Irregular'97,
LNCS 1253, pp. 49-60, 1997, ISSN 0302-9743.
Real-Time Virtual Video Production
Workshop
on European Scientific
and Industrial Collaboration on Promoting Advanced Technologies in
Manufacturing, Girona (SPAIN), 1997
Skill-Mart: Skilled Robotic
Manipulation Of Non-Rigid Objects
Workshop
on European Scientific
and Industrial Collaboration on Promoting Advanced Technologies in
Manufacturing, Girona (SPAIN), 1997
Fast Hough Transform On
Multiprocessors: A
Branch And Bound Approach
Journal
Of Parallel And Distributed Computing, 45(1), pp. 82-89,
1997, ISSN 0743-7315.
Lower Order Circle And Ellipse
Hough
Transform
Pattern
Recognition, 30(10), pp. 1729-1744, 1997, ISSN 0031-3203.
Virtual Animation of Tomographic
Volumes on Multiprocessors
VII
Nat'l Symp. on Pattern
Recognition and Image Analysis (SNRFAI), pp. 329-334,
1997, ISSN 84-922529-1-X.
A Parallel Pipelined Hough
Transform
EUROPAR'96,
LNCS 1124, pp. 131-138, 1996, ISSN 0302-9743
Cordic Based Parallel/Pipelined
Architecture for the Hough Transform
Journal
of VLSI Signal Processing Systems for Signal Image and Video Technology,
12(3), pp. 207-221, 1996, ISSN 0922-5773.
A Fast Hough Transform for Segment
Detection
IEEE
Transactions on Image Processing, 4(11), pp. 1541-1548,
1995, ISSN
1057-7149