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Author |
Agata Lapedriza |
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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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CVC (UAB) |
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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 |
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Title |
Real-time quality control of surgical material packaging by artificial vision |
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2005 |
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Assembly Automation |
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25 |
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3 |
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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 |
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Title |
Opponent Colors for Human Detection |
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Conference Article |
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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 |
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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 |
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Berlin Heidelberg |
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J. Vitria; J.M. Sanches; M. Hernandez |
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English |
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English |
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Opponent Colors for Human Detection |
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Lecture Notes on Computer Science |
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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 @ adas @ RVL2011a |
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1666 |
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Author |
Jaume Amores; N. Sebe; Petia Radeva |
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Title |
Efficient Object-Class Recognition by Boosting Contextual Information |
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Miscellaneous |
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2005 |
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Pattern Recognition and Image Analysis, IbPRIA 2005, LNCS 3522:28–35 |
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Estoril (Portugal) |
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ADAS;MILAB |
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ADAS @ adas @ ASR2005b |
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554 |
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Author |
Francesc Tous; Maria Vanrell; Ramon Baldrich |
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Title |
Relaxed Grey-World: Computational Colour Constancy by Surface Matching |
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Book Chapter |
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2005 |
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Pattern Recognition and Image Analysis (IbPRIA 2005), LNCS 3522:192–199 |
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CIC |
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CAT @ cat @ TVB2005 |
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555 |
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Author |
Oriol Pujol; Petia Radeva |
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Title |
Solving Particularization with Supervised Clustering Competition Scheme |
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2005 |
Publication |
Pattern Recognition and Image Analysis (IbPRIA 2005), LNCS 3523: 11–18 |
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MILAB;HuPBA |
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no |
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BCNPCL @ bcnpcl @ PuR2005b |
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557 |
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Author |
Joan Mas; Gemma Sanchez; Josep Llados |
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Title |
An Adjacency Grammar to Recognize Symbols and Gestures in a Digital Pen Framework |
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2005 |
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Pattern Recognition and Image Analysis (IbPRIA 2005), LNCS 3523: 115–122 |
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DAG |
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DAG @ dag @ MSL2005a |
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558 |
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Author |
Fadi Dornaika; Angel Sappa |
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Title |
SFM for Planar Scenes: a Direct and Robust Approach |
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Miscellaneous |
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2005 |
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International Conference on Informatics in Control, Automation and Robotics (ICINCO 2005) |
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Barcelona (Spain) |
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ADAS @ adas @ DoS2005a |
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559 |
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Author |
Bogdan Raducanu; Jordi Vitria |
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Title |
Real-Time Face Tracking for Context-Aware Computing |
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Miscellaneous |
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2005 |
Publication |
8th Catalan Conference on Artificial Intelligence (CCIA 2005) (published in |
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OR;MV |
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BCNPCL @ bcnpcl @ RaV2005a |
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560 |
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Author |
David Masip; Jordi Vitria |
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Title |
Feature Extraction for Nearest Neighbor Classification. Application to Gender Recognition |
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2005 |
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International Journal of Intelligent Systems, 20(5): 561–576 (IF: 0.657) |
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BCNPCL @ bcnpcl @ MaV2005 |
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562 |
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Author |
Oriol Pujol; Petia Radeva |
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On the assessment of texture descriptors in intravascular ultrasound images: A boosting approach to a feasible plaque classification |
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2005 |
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Plaque Imaging: Pixel to Molecular Level, IOS Press, J. Suri et al. (Eds.), 113: 276–299, ISBN: 1–58603–516–9 |
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MILAB;HuPBA |
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BCNPCL @ bcnpcl @ PuR2005a |
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563 |
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Author |
Xavier Otazu; M. Gonzalez-Audicana; O. Fors; J. Nuñez |
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Title |
Introduction of Sensor Spectral Response Into Image Fusion Methods. Application to Wavelet-Based Methods |
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2005 |
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IEEE Transactions on Geoscience and Remote Sensing, 43(10): 2376–2385 (IF: 1.627) |
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CAT @ cat @ OGF2005 |
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564 |
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Juan Andrade; T. Alejandra Vidal; A. Sanfeliu |
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Stochastic state estimation for simultaneous localization and map building in mobile robotics |
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2005 |
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Vedran Kordic, Aleksandar Lazinica, and Munir Merdan (Eds.), Cutting Edge Robotics, Advanced Robotic Systems Press, 3.3:223–242 |
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Admin @ si @ AVS2005a |
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565 |
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Author |
A. Restrepo; Angel Sappa; M. Devy |
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Edge registration versus triangular mesh registration, a comparative study |
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2005 |
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Signal Processing: Image Communication 20: 853–868 (IF: 1.264) |
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ADAS @ adas @ RSD2005 |
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567 |
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Xavier Otazu; Maria Vanrell |
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A surround-induction function to unify assimilation and contrast in a computational model of color apearance |
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2005 |
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Perception supplement, ECVP05 Abstracts, 34: 215 |
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CAT @ cat @ OtV2005a |
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568 |
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