Video and Image Processing
at the University of Malaga
at the University of Malaga
Publications
A Framework for TV logos Learning using Linear Inverse Diffusion Filters for Noise Removal
2013 International Conference on High Performance Computing & Simulation , 2013
Performance modeling of atomic additions on GPU scratchpad memory
To appear in IEEE Trans. on Parallel and Distributed Systems, 2012
An optimized approach to histogram computation on GPU
To appear in Machine Vision and Applications, 2012
Performance models for asynchronous data transfers on consumer Graphics Processing Units
Journal of Parallel and Distributed Computing, Volume 72, Issue 9, September 2012
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
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Detection of logos in low quality videos
11th International Conference on
Intelligent Systems Design and Applications, ISDA11, Cordoba, Spain, 2011
Egomotion compensation and moving objects detection algorithm on GPU
International Conference on Parallel Computing, ParCo 2011, Ghent, Belgium, 2011
Computational Intelligence in Multimedia Processing
International Work Conference on Artificial Neural Networks (IWANN), Málaga, Spain, 2011
Kernel-Based Object Tracking Using a Simple Fuzzy Color Histogram
International Work Conference on Artificial Neural Networks (IWANN), Málaga, Spain, 2011
Load Balancing Versus Occupancy
Maximization On Graphics Processing Units: The Generalized Hough
Transform as a Case Study
The International Journal of High Performance Computing Applications, Volume 25, Issue 2, May 2011
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.
DOI: 10.1155/2010/962057
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, 2001, 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