Trends and Topics in Computer Vision : ECCV 2010 Workshops, Heraklion, Crete, Greece, September 10-11, 2010, Revised Selected Papers, Part I

The two volumes LNCS 6553 and 6554 constitute the refereed post-proceedings of 7 workshops held in conjunction with the 11th European Conference on Computer Vision, held in Heraklion, Crete, Greece in September 2010. The 62 revised papers presented together with 2 invited talks were carefully reviewed and selected from numerous submissions. The first volume contains 26 revised papers and 2 invited talks selected from the following workshops: First International Workshop on Parts and Attributes; Third Workshop on Human Motion Understanding, Modeling, Capture and Animation; and International Workshop on Sign, Gesture and Activity (SGA 2010). Front Matter....Pages - Attribute Learning in Large-Scale Datasets....Pages 1-14 Combining Language Sources and Robust Semantic Relatedness for Attribute-Based Knowledge Transfer....Pages 15-28 Sparse Representations and Distance Learning for Attribute Based Category Recognition....Pages 29-42 Semi-supervised Learning of Facial Attributes in Video....Pages 43-56 Objects as Attributes for Scene Classification....Pages 57-69 A Generic Model to Compose Vision Modules for Holistic Scene Understanding....Pages 70-85 Automatic Facial Landmark Tracking in Video Sequences Using Kalman Filter Assisted Active Shape Models....Pages 86-99 Tracking in Action Space....Pages 100-113 A Tree-Based Approach to Integrated Action Localization, Recognition and Segmentation....Pages 114-127 A Fast Method for Tracking People with Multiple Cameras....Pages 128-138 Analyzing and Evaluating Markerless Motion Tracking Using Inertial Sensors....Pages 139-152 A SURF-Based Spatio-Temporal Feature for Feature-Fusion-Based Action Recognition....Pages 153-167 Middle-Level Representation for Human Activities Recognition: The Role of Spatio-Temporal Relationships....Pages 168-180 Retrieving Actions in Group Contexts....Pages 181-194 Hough Forest-Based Facial Expression Recognition from Video Sequences....Pages 195-206 Spatiotemporal Features for Effective Facial Expression Recognition....Pages 207-218 Human Focused Action Localization in Video....Pages 219-233 Head Tracking and Hand Segmentation during Hand over Face Occlusion in Sign Language....Pages 234-243 Fusion of Human Posture Features for Continuous Action Recognition....Pages 244-257 Hand Tracking and Affine Shape-Appearance Handshape Sub-units in Continuous Sign Language Recognition....Pages 258-272 Hand Modeling and Tracking for Video-Based Sign Language Recognition by Robust Principal Component Analysis....Pages 273-285 Tracking Benchmark Databases for Video-Based Sign Language Recognition....Pages 286-297 Detecting Regions from Single Scale Edges....Pages 298-311 Generalised Pose Estimation Using Depth....Pages 312-325 Invited Talk: Coupling Deformable Models and Learning Methods for Nonverbal Behavior Analysis: Applications to Deception, Multi-cultural Studies and ASL....Pages 326-328 A Real-Time System for Head Tracking and Pose Estimation....Pages 329-341 A System for Large Vocabulary Sign Search....Pages 342-353 Back Matter....Pages - The two volumes LNCS 6553 and 6554 constitute the refereed post-proceedings of 7 workshops held in conjunction with the 11th European Conference on Computer Vision, held in Heraklion, Crete, Greece in September 2010. The 62 revised papers presented together with 2 invited talks were carefully reviewed and selected from numerous submissions.The second volume contains 34 revised papers selected from the following workshops: Workshop on color and Reflectance in Imaging and Computer Vision (CRICV 2010); Workshop on Media Retargeting (MRW 2010); Workshop on Reconstruction and Modeling of Large-Scale 3D Virtual Environments (RMLE 2010); and Workshop on Computer Vision on GPUs (CVGPU 2010). The two volumes LNCS 6553 and 6554 constitute the refereed post-proceedings of 7 workshops held in conjunction with the 11th European Conference on Computer Vision, held in Heraklion, Crete, Greece in September 2010. The 62 revised papers presented together with 2 invited talks were carefully reviewed and selected from numerous submissions. The second volume contains 34 revised papers selected from the following workshops: Workshop on color and Reflectance in Imaging and Computer Vision (CRICV 2010); Workshop on Media Retargeting (MRW 2010); Workshop on Reconstruction and Modeling of Large-Scale 3D Virtual Environments (RMLE 2010); and Workshop on Computer Vision on GPUs (CVGPU 2010) The two volumes LNCS 6553 and 6554 constitute the refereed post-proceedings of 7 workshops held in conjunction with the 11th European Conference on Computer Vision, held in Heraklion, Crete, Greece in September 2010. The 62 revised papers presented together with 2 invited talks were carefully reviewed and selected from numerous submissions.The first volume contains 26 revised papers and 2 invited talks selected from the following workshops: First International Workshop on Parts and Atrributes; Third Workshop on Human Motion Understanding, Modeling, Capture and Animation; and International Workshop on Sign, Gesture and Activity (SGA 2010). The two volumes LNCS 6553 and 6554 constitute the refereed post-proceedings of 7 workshops held in conjunction with the 11th European Conference on Computer Vision, held in Heraklion, Crete, Greece in September 2010. The 62 revised papers presented together with 2 invited talks were carefully reviewed and selected from numerous submissions. The first volume contains 26 revised papers and 2 invited talks selected from the following workshops: First International Workshop on Parts and Atrributes; Third Workshop on Human Motion Understanding, Modeling, Capture and Animation; and International Workshop on Sign, Gesture and Activity (SGA 2010)