Face Recognition and Activity Interpretation -- Face Recognition with Biologically Motivated Boosted Features -- A New Method for Synthetic Face Generation Using Spline Curves -- Epipolar Geometry for Humanoid Robotic Heads -- Monitoring Activities of Daily Living (ADLs) of Elderly Based on 3D Key Human Postures -- Attention, Search and Maps -- Remembering Pictures of Real-World Images Using Eye Fixation Sequences in Imagery and in Recognition -- Towards a Model of Information Seeking by Integrating Visual, Semantic and Memory Maps -- An Entropy-Based Approach to the Hierarchical Acquisition of Perception-Action Capabilities -- The Role of Implicit Context Information in Guiding Visual-Spatial Attention -- Scene Interpretation -- Probabilistic Pose Recovery Using Learned Hierarchical Object Models -- Semantic Reasoning for Scene Interpretation -- Object Detection for a Humanoid Robot Using a Probabilistic Global Workspace.