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Author |
Angel Sappa; Niki Aifanti; Sotiris Malassiotis; Michael G. Strintzis |
Title |
Prior Knowledge Based Motion Model Representation |
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2005 |
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Electronic Letters on Computer Vision and Image Analysis, Special Issue on Articulated Motion & Deformable Objects, 5(3):55–67 (Electronic Letters: IF: 1.016) |
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ADAS @ adas @ SAM2005b |
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539 |
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Author |
Jaume Amores; N. Sebe; Petia Radeva |
Title |
Fast Spatial Pattern Discovery Integrating Boosting with Constellations of Contextual Descriptors |
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Miscellaneous |
Year |
2005 |
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IEEE Computer Society, International Conference on Computer Vision and Pattern Recognition (CVPR’05), 2(2):769–774 |
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San Diego, CA (USA) |
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MILAB |
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ADAS @ adas @ ASR2005a |
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541 |
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Author |
Xavier Otazu; Maria Vanrell |
Title |
Perceptual representation of textured images |
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Journal |
Year |
2005 |
Publication |
Journal of Imaging Science and Technology, 49(3):262–271 (IF: 0.522) |
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CIC |
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no |
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CAT @ cat @ OtV2005b |
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542 |
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Author |
Maria Vanrell; Jordi Vitria |
Title |
Optimal 3x3 decomposable disks for morphological transformations |
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Journal |
Year |
1997 |
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Image and Vision Computing, 15(2): 845–854 |
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OR;CIC;MV |
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BCNPCL @ bcnpcl @ VaV1997c |
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543 |
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Author |
Ignasi Rius; Dani Rowe; Jordi Gonzalez; Xavier Roca |
Title |
A 3D Dynamic Model of Human Actions for Probabilistic Image Tracking |
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Book Chapter |
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2005 |
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Pattern Recognition and Image Analysis (IbPRIA 2005), LNCS 3522: 529–536 |
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Estoril (Portugal) |
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ISE |
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ISE @ ise @ RRG2005b |
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544 |
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Author |
Dani Rowe; Ignasi Rius; Jordi Gonzalez; Xavier Roca; Juan J. Villanueva |
Title |
Probabilistic Image-Based Tracking: Improving Particle Filtering |
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Book Chapter |
Year |
2005 |
Publication |
Pattern Recognition and Image Analysis (IbPRIA 2005), LNCS 3522: 85–92 |
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ISE |
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ISE @ ise @ RRG2005a |
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545 |
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Author |
Agata Lapedriza; David Masip; Jordi Vitria |
Title |
The contribution of external features to face recognition |
Type |
Book Chapter |
Year |
2005 |
Publication |
Pattern Recognition and Image Analysis (IbPRIA 2005), LNCS 3523: 537–544 |
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OR;MV |
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BCNPCL @ bcnpcl @ LMV2005a |
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546 |
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Author |
Agata Lapedriza; David Masip; Jordi Vitria |
Title |
Are external face features useful for automatic face classification? |
Type |
Miscellaneous |
Year |
2005 |
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IEEE Workshop on Face Recognition Grand Challenge Experiments, 151–ff |
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San Diego; CA; USA; |
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OR;MV |
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BCNPCL @ bcnpcl @ LMV2005b |
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547 |
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Author |
Antonio Lopez; Joan Serrat; J. Saludes; Cristina Cañero; Felipe Lumbreras; T. Graf |
Title |
Ridgeness for Detecting Lane Markings |
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Miscellaneous |
Year |
2005 |
Publication |
2nd International Workshop on Intelligent Transportation Systems (WIT2005), Conference Proceedings (Sponsored by the IEEE Communication Society, Germany Chapter) |
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lane markings |
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Hamburg (Germany) |
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no |
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ADAS @ adas @ LSS2005 |
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548 |
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Author |
Juan Andrade; T. Alejandra Vidal; A. Sanfeliu |
Title |
Multirobot C-SLAM: Simultaneous localization, control, and mapping |
Type |
Miscellaneous |
Year |
2005 |
Publication |
in Proc. IEEE ICRA05 Workshop on Network Robot Systems |
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Barcelona (Spain) |
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Admin @ si @ AVS2005b |
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549 |
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Author |
Xavier Baro |
Title |
Fast traffic sign detection on gray-scale images |
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Report |
Year |
2005 |
Publication |
CVC Technical Report #82 |
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OR;HuPBA;MV |
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no |
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BCNPCL @ bcnpcl @ Bar2005 |
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550 |
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Author |
Agata Lapedriza |
Title |
Face Classification using External Face Features |
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Report |
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2005 |
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CVC Technical Report #83 |
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OR;MV |
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BCNPCL @ bcnpcl @ Lap2005 |
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551 |
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Author |
Antonio Lopez; Ernest Valveny; Juan J. Villanueva |
Title |
Real-time quality control of surgical material packaging by artificial vision |
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Journal Article |
Year |
2005 |
Publication |
Assembly Automation |
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25 |
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3 |
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Abstract |
IF: 0.061) |
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ADAS;DAG |
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ADAS @ adas @ LVV2005 |
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552 |
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Author |
Muhammad Anwer Rao; David Vazquez; Antonio Lopez |
Title |
Opponent Colors for Human Detection |
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Conference Article |
Year |
2011 |
Publication |
5th Iberian Conference on Pattern Recognition and Image Analysis |
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6669 |
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363-370 |
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Pedestrian Detection; Color; Part Based Models |
Abstract |
Human detection is a key component in fields such as advanced driving assistance and video surveillance. However, even detecting non-occluded standing humans remains a challenge of intensive research. Finding good features to build human models for further detection is probably one of the most important issues to face. Currently, shape, texture and motion features have deserve extensive attention in the literature. However, color-based features, which are important in other domains (e.g., image categorization), have received much less attention. In fact, the use of RGB color space has become a kind of choice by default. The focus has been put in developing first and second order features on top of RGB space (e.g., HOG and co-occurrence matrices, resp.). In this paper we evaluate the opponent colors (OPP) space as a biologically inspired alternative for human detection. In particular, by feeding OPP space in the baseline framework of Dalal et al. for human detection (based on RGB, HOG and linear SVM), we will obtain better detection performance than by using RGB space. This is a relevant result since, up to the best of our knowledge, OPP space has not been previously used for human detection. This suggests that in the future it could be worth to compute co-occurrence matrices, self-similarity features, etc., also on top of OPP space, i.e., as we have done with HOG in this paper. |
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Las Palmas de Gran Canaria. Spain |
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Springer |
Place of Publication |
Berlin Heidelberg |
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J. Vitria; J.M. Sanches; M. Hernandez |
Language |
English |
Summary Language |
English |
Original Title |
Opponent Colors for Human Detection |
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Lecture Notes on Computer Science |
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LNCS |
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0302-9743 |
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978-3-642-21256-7 |
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IbPRIA |
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ADAS |
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ADAS @ adas @ RVL2011a |
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1666 |
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Author |
Jaume Amores; N. Sebe; Petia Radeva |
Title |
Efficient Object-Class Recognition by Boosting Contextual Information |
Type |
Miscellaneous |
Year |
2005 |
Publication |
Pattern Recognition and Image Analysis, IbPRIA 2005, LNCS 3522:28–35 |
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ADAS @ adas @ ASR2005b |
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554 |
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