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Author |
Carles Fernandez; Pau Baiget; Xavier Roca; Jordi Gonzalez |
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Title |
Natural Language Descriptions of Human Behavior from Video Sequences |
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Conference Article |
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2007 |
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Advances in Artificial Intelligence, 30th Annual Conference on Artificial Intelligence |
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4667 |
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279–292 |
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ISE @ ise @ FBR2007b |
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921 |
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Author |
Murad Al Haj |
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Title |
Face Detection in Color Images Using Primitive Shape Features |
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2008 |
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CVC Technical Report #118 |
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Bellaterra (Spain) |
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Admin @ si @ AlH2008 |
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945 |
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Author |
A. Diplaros; N. Vlassis; Theo Gevers |
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Title |
A Spatially Constrained Generative Model and an EM Algorithm for Image Segmentation |
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2007 |
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IEEE Transactions on Neural Networks |
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Volume |
18 |
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3 |
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798-808 |
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Admin @ si @ DVG2007 |
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947 |
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Author |
Joost Van de Weijer; Theo Gevers; A. Gijsenij |
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Title |
Edge-Based Color Constancy |
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2007 |
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IEEE Trans. on Image Processing, vol. 16(9):2207–2214 |
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no |
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Call Number |
CAT @ cat @ WGG2007 |
Serial |
949 |
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Author |
Carles Fernandez; Pau Baiget; Xavier Roca; Jordi Gonzalez |
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Title |
Interpretation of Complex Situations in a Semantic-based Surveillance Framework |
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Journal |
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Year |
2008 |
Publication |
Signal Processing: Image Communication, Special Issue on Semantic Analysis for Interactive Multimedia Services |
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Volume |
23 |
Issue |
7 |
Pages |
554-569 |
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Keywords |
Cognitive vision system; Situation analysis; Applied ontologies |
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Abstract |
The integration of cognitive capabilities in computer vision systems requires both to enable high semantic expressiveness and to deal with high computational costs as large amounts of data are involved in the analysis. This contribution describes a cognitive vision system conceived to automatically provide high-level interpretations of complex real-time situations in outdoor and indoor scenarios, and to eventually maintain communication with casual end users in multiple languages. The main contributions are: (i) the design of an integrative multilevel architecture for cognitive surveillance purposes; (ii) the proposal of a coherent taxonomy of knowledge to guide the process of interpretation, which leads to the conception of a situation-based ontology; (iii) the use of situational analysis for content detection and a progressive interpretation of semantically rich scenes, by managing incomplete or uncertain knowledge, and (iv) the use of such an ontological background to enable multilingual capabilities and advanced end-user interfaces. Experimental results are provided to show the feasibility of the proposed approach. |
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no |
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Call Number |
ISE @ ise @ FBR2008 |
Serial |
954 |
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Author |
Mikhail Mozerov; Ariel Amato; Xavier Roca; Jordi Gonzalez |
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Title |
Trajectory Occlusion Handling with Multiple View Distance Minimisation Clustering |
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Journal |
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2008 |
Publication |
Optical Engineering, vol. 47(04)04702, DOI:10.11781.2909665 |
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Approved |
no |
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Call Number |
ISE @ ise @ MAR2008c |
Serial |
970 |
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Author |
Jose Manuel Alvarez; Felipe Lumbreras; Antonio Lopez; Theo Gevers |
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Title |
Understanding Road Scenes using Visual Cues |
Type |
Miscellaneous |
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Year |
2012 |
Publication |
European Conference on Computer Vision |
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DEMO |
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Florence; Italy |
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Call Number |
Admin @ si @ ALL2012 |
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2795 |
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Author |
Francisco Javier Orozco; Xavier Roca; Jordi Gonzalez |
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Title |
Real-Time Gaze Tracking with Appearance-Based Models |
Type |
Journal Article |
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Year |
2008 |
Publication |
Machine Vision Applications |
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MVAP |
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Volume |
20 |
Issue |
6 |
Pages |
353-364 |
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Keywords |
Keywords Eyelid and iris tracking, Appearance models, Blinking, Iris saccade, Real-time gaze tracking |
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Abstract |
Psychological evidence has emphasized the importance of eye gaze analysis in human computer interaction and emotion interpretation. To this end, current image analysis algorithms take into consideration eye-lid and iris motion detection using colour information and edge detectors. However, eye movement is fast and and hence difficult to use to obtain a precise and robust tracking. Instead, our
method proposed to describe eyelid and iris movements as continuous variables using appearance-based tracking. This approach combines the strengths of adaptive appearance models, optimization methods and backtracking techniques.Thus,
in the proposed method textures are learned on-line from near frontal images and illumination changes, occlusions and fast movements are managed. The method achieves real-time performance by combining two appearance-based trackers to a
backtracking algorithm for eyelid estimation and another for iris estimation. These contributions represent a significant advance towards a reliable gaze motion description for HCI and expression analysis, where the strength of complementary
methodologies are combined to avoid using high quality images, colour information, texture training, camera settings and other time-consuming processes. |
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Approved |
no |
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Call Number |
ISE @ ise @ ORG2008 |
Serial |
972 |
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Author |
Ivan Huerta; Ariel Amato; Jordi Gonzalez; Juan J. Villanueva |
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Title |
Fusing Edge Cues to Handle Colour Problems in Image Segmentation |
Type |
Book Chapter |
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Year |
2008 |
Publication |
Articulated Motion and Deformable Objects, 5th International Conference |
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Volume |
5098 |
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Pages |
279–288 |
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Port d'Andratx (Mallorca) |
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AMDO |
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Approved |
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Call Number |
ISE @ ise @ HAG2008 |
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973 |
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Author |
Pau Baiget; Xavier Roca; Jordi Gonzalez |
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Title |
Autonomous Virtual Agents for Performance Evaluation of Tracking Algorithms |
Type |
Book Chapter |
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Year |
2008 |
Publication |
Articulated Motion and Deformable Objects, 5th International Conference AMDO 2008, |
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Volume |
5098 |
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299-308 |
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Port d'Andratx (Mallorca) |
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ISE @ ise @ BRG2008 |
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974 |
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Author |
Bhaskar Chakraborty; Marco Pedersoli; Jordi Gonzalez |
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Title |
View-Invariant Human Action Detection using Component-Wise HMM of Body Parts |
Type |
Book Chapter |
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2008 |
Publication |
Articulated Motion and Deformable Objects, 5th International Conference |
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5098 |
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208–217 |
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Port d'Andratx (Mallorca) |
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ISE @ ise @ CPG2008 |
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975 |
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Author |
Pau Baiget; Eric Sommerlade; I. Reid; Jordi Gonzalez |
![find book details (via ISBN) isbn](img/isbn.gif)
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Title |
Finding Prototypes to Estimate Trajectory Development in Outdoor Scenarios |
Type |
Conference Article |
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2008 |
Publication |
First International Workshop on Tracking Humans for the Evaluation of their Motion in Image Sequences BMVC 2008, |
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27–34 |
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978-84-935251-9-4 |
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ISE @ ise @ BSR2008 |
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1008 |
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Author |
Ognjen Rudovic; Xavier Roca |
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Title |
Building Temporale Templates for Human Behaviour Classification |
Type |
Conference Article |
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2008 |
Publication |
First International Workshop on Tracking Humans for the Evaluation of their Motion in Image Sequences BMVC 2008, |
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79–88 |
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Leeds (UK) |
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978-84-935251-9-4 |
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ISE @ ise @ RuR2008 |
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1009 |
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Author |
Carles Fernandez; Pau Baiget; Jordi Gonzalez |
![find book details (via ISBN) isbn](img/isbn.gif)
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Title |
Cognitive-Guided Semantic Exploitation in Video Surveillance Interfaces |
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Conference Article |
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2008 |
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First International Workshop on Tracking Humans for the Evaluation of their Motion in Image Sequences. BMVC 2008, |
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53–60 |
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Leeds (UK) |
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ISE @ ise @ FBG2008 |
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1010 |
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Author |
Ignasi Rius; Jordi Gonzalez; Mikhail Mozerov; Xavier Roca |
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Title |
Automatic Learning of 3D Pose Variability in Walking Performances for Gait Analysis |
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2008 |
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International Journal for Computational Vision and Biomechanics |
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1 |
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1 |
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33–43 |
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ISE @ ise @ RGM2008 |
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1020 |
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