Attribute Learning in Large-Scale Datasets -- Combining Language Sources and Robust Semantic Relatedness for Attribute-Based Knowledge Transfer -- Sparse Representations and Distance Learning for Attribute Based Category Recognition -- Semi-supervised Learning of Facial Attributes in Video -- Objects as Attributes for Scene Classification -- A Generic Model to Compose Vision Modules for Holistic Scene Understanding -- Automatic Facial Landmark Tracking in Video Sequences Using Kalman Filter Assisted Active Shape Models -- Tracking in Action Space -- A Tree-Based Approach to Integrated Action Localization, Recognition and Segmentation -- A SURF-Based Spatio-Temporal Feature for Feature-Fusion-Based Action Recognition -- Middle-Level Representation for Human Activities Recognition: The Role of Spatio-Temporal Relationships -- Retrieving Actions in Group Contexts -- Hough Forest-Based Facial Expression Recognition from Video Sequences -- Spatiotemporal Features for Effective Facial Expression Recognition -- Human Focused Action Localization in Video -- Head Tracking and Hand Segmentation during Hand over Face Occlusion in Sign Language -- Fusion of Human Posture Features for Continuous Action Recognition -- Hand Tracking and Affine Shape-Appearance Handshape Sub-units in Continuous Sign Language Recognition -- Detecting Regions from Single Scale Edges -- Generalised Pose Estimation Using Depth -- A Real-Time System for Head Tracking and Pose Estimation -- A System for Large Vocabulary Sign Search.

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).