The five-volume set LNCS 9003--9007 constitutes the thoroughly refereed post-conference proceedings of the 12th Asian Conference on Computer Vision, ACCV 2014, held in Singapore, Singapore, in November 2014.

Accurate Vessel Segmentation with Progressive Contrast Enhancement and Canny Refinement.- Eigen-PEP for Video Face Recognition.- Local Generic Representation for Face Recognition with Single Sample per Person.- Unsupervised Image Co-segmentation Based on Cooperative Game.- A High Performance CRF Model for Clothes Parsing.- Real-Time Head Orientation from a Monocular Camera Using Deep Neural Network.- Jointly Learning Dictionaries and Subspace Structure for Video-Based Face Recognition.- Visual Salience Learning via Low Rank Matrix Recovery.- A New Framework for Multiclass Classification Using Multiview Assisted Adaptive Boosting.- Age Estimation by Multi-scale Convolutional Network.- Photorealistic Face De-Identification by Aggregating Donors' Face Components.- Which Image Pairs Will Cosegment Well? Predicting Partners for Cosegmentation.- Image Restoration via Multi-prior Collaboration.- Modeling the Temporality of Saliency.- Salient Object Detection Using Window Mask Transferring with Multi-layer Background Contrast.- A Patch Aware Multiple Dictionary Framework for Demosaicing.- Large Margin Multi-metric Learning for Face and Kinship Verification in the Wild.- A Three-Color Coupled Level-Set Algorithm for Simultaneous Multiple Cell Segmentation and Tracking.- OR-PCA with MRF for Robust Foreground Detection in Highly Dynamic Backgrounds.- Segmentation of Cells from Spinning Disk Confocal Images Using a Multi-stage Approach.- Head Motion Signatures from Egocentric Videos.- Improving Saliency Models by Predicting Human Fixation Patches.- Fast Super-Resolution via Dense Local Training and Inverse Regressor Search.- PSPGC: Part-Based Seeds for Parametric Graph-Cuts.- Multi-cue Mid-level Grouping.- Simple-to-Complex Discriminative Clustering for Hierarchical Image Segmentation.- Learning One-Shot Exemplar SVM from the Web for Face Verification.- Unsupervised Segmentation of RGB-D Images.- Class-Driven Color Transformation forSemantic Labeling.- Discovering Harmony: A Hierarchical Colour Harmony Model for Aesthetics Assessment.- Deconstructing Binary Classifiers in Computer Vision.- Effective Drusen Segmentation from Fundus Images for Age-Related Macular Degeneration Screening.- Recognizing People by Their Personal Aesthetics: A Statistical Multi-level Approach.- FASA: Fast, Accurate, and Size-Aware Salient Object Detection.- Gesture Modeling by Hanklet-Based Hidden Markov Model.- A Novel Face Spoofing Detection Method Based on Gaze Estimation.- Hybrid Euclidean-and-Riemannian Metric Learning for Image Set Classification.- Size and Location Matter: A New Baseline for Salient Object Detection.- Learning Hierarchical Feature Representation in Depth Image.- Automatic Wrinkle Detection Using Hybrid Hessian Filter.- Transductive Transfer Machine.- Fully Automatic Segmentation of Hip CT Images via Random Forest Regression-Based Atlas Selection and Optimal Graph Search-Based Surface Detection.- Optimal Transportation for Example-Guided Color Transfer.- Evaluation of Discriminative Models for the Reconstruction of Hand-Torn Documents.- Hand Segmentation with Structured Convolutional Learning.- Topic-Aware Deep Auto-Encoders (TDA) for Face Alignment.