All-In-Focus Synthetic Aperture Imaging.- Photo Uncrop.- Solving Square Jigsaw Puzzles with Loop Constraints.- Geometric Calibration of Micro-Lens-Based Light-Field Cameras Using Line Features.- Spatio-temporal Matching for Human Detection in Video.- Collaborative Facial Landmark Localization for Transferring Annotations Across Datasets.- Facial Landmark Detection by Deep Multi-task Learning.- Joint Cascade Face Detection and Alignment.- Weighted Block-Sparse Low Rank Representation for Face Clustering in Videos.- Crowd Tracking with Dynamic Evolution of Group Structures.- Tracking Using Multilevel Quantizations.- Occlusion and Motion Reasoning for Long-Term Tracking.- MEEM: Robust Tracking via Multiple Experts Using Entropy Minimization.- Robust Motion Segmentation with Unknown Correspondences.- Monocular Multiview Object Tracking with 3D Aspect Parts.- Modeling Blurred Video with Layers.- Efficient Image and Video Co-localization with Frank-Wolfe Algorithm.- Non-parametric Higher-Order Random Fields for Image Segmentation.- Co-Sparse Textural Similarity for Interactive Segmentation.- A Convergent Incoherent Dictionary Learning Algorithm for Sparse Coding.- Free-Shape Polygonal Object Localization.- Interactively Guiding Semi-Supervised Clustering via Attribute-Based Explanations.- Attributes Make Sense on Segmented Objects.- Towards Transparent Systems: Semantic Characterization of Failure Modes.- Orientation Covariant Aggregation of Local Descriptors with Embeddings.- Similarity-Invariant Sketch-Based Image Retrieval in Large Databases.- Discovering Object Classes from Activities.- Weakly Supervised Object Localization with Latent Category Learning.- Food-101 - Mining Discriminative Components with Random Forests.- Latent-Class Hough Forests for 3D Object Detection and Pose Estimation.- FPM: Fine Pose Parts-Based Model with 3D CAD Models.- Learning High-Level Judgments of Urban Perception.- CollageParsing: Nonparametric Scene Parsing by Adaptive Overlapping Windows.- Discovering Video Clusters from Visual Features and Noisy Tags.- Category-Specific Video Summarization.- Assessing the Quality of Actions.- HiRF: Hierarchical Random Field for Collective Activity Recognition in Videos.- Part Bricolage: Flow-Assisted Part-Based Graphs for Detecting Activities in Videos.- GIS-Assisted Object Detection and Geospatial Localization.- Context-Based Pedestrian Path Prediction.- Sliding Shapes for 3D Object Detection in Depth Images.- Integrating Context and Occlusion for Car Detection by Hierarchical And-Or Model.- PanoContext: A Whole-Room 3D Context Model for Panoramic Scene Understanding.- Unfolding an Indoor Origami World.- Joint Semantic Segmentation and 3D Reconstruction from Monocular Video.- A New Variational Framework for Multiview Surface Reconstruction.- Multi-body Depth-Map Fusion with Non-intersection Constraints.- Shape from Light Field Meets Robust PCA.- Cross-Age Reference Coding for Age-Invariant Face Recognition and Retrieval.- Reverse Training: An Efficient Approach for Image Set Classification.- Real-Time Exemplar-Based Face Sketch Synthesis.- Domain-Adaptive Discriminative One-Shot Learning of Gestures.