Computer Vision

Nonrigid Structure from Motion in Trajectory Space NeurIPS 2008 Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks NeurIPS 2008 On the Suitable Domain for SVM Training in Image Coding JMLR 2008 Prior Data and Kernel Conditional Random Fields for Obstacle Detection RSS 2008 Probabilistic Models of Object Geometry for Grasp Planning RSS 2008 Recursive Segmentation and Recognition Templates for 2D Parsing NeurIPS 2008 Reducing statistical dependencies in natural signals using radial Gaussianization NeurIPS 2008 Regularization on Graphs with Function-adapted Diffusion Processes JMLR 2008 Robust Near-Isometric Matching via Structured Learning of Graphical Models NeurIPS 2008 Shape-Based Object Localization for Descriptive Classification NeurIPS 2008 Shared Segmentation of Natural Scenes Using Dependent Pitman-Yor Processes NeurIPS 2008 The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction NeurIPS 2008 Unsupervised Learning of Visual Sense Models for Polysemous Words NeurIPS 2008 Using Recognition to Guide a Robot's Attention RSS 2008 A Constraint Generation Approach to Learning Stable Linear Dynamical Systems NeurIPS 2007 A probabilistic model for generating realistic lip movements from speech NeurIPS 2007 Combined discriminative and generative articulated pose and non-rigid shape estimation NeurIPS 2007 Configuration Estimates Improve Pedestrian Finding NeurIPS 2007 Congruence between model and human attention reveals unique signatures of critical visual events NeurIPS 2007 Efficient Inference for Distributions on Permutations NeurIPS 2007 Estimating disparity with confidence from energy neurons NeurIPS 2007 Experience-Guided Search: A Theory of Attentional Control NeurIPS 2007 Extending position/phase-shift tuning to motion energy neurons improves velocity discrimination NeurIPS 2007 Fast and Scalable Training of Semi-Supervised CRFs with Application to Activity Recognition NeurIPS 2007 Fast Iterative Kernel Principal Component Analysis JMLR 2007