Computer Vision – ECCV 2010

Table of Contents

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   Book Overview
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   Chapter 1 Constrained Spectral Clustering via Exhaustive and Efficient Constraint Propagation
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   Chapter 2 Object Recognition with Hierarchical Stel Models
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   Chapter 3 MIForests: Multiple-Instance Learning with Randomized Trees
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   Chapter 4 Manifold Valued Statistics, Exact Principal Geodesic Analysis and the Effect of Linear Approximations
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   Chapter 5 Stacked Hierarchical Labeling
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   Chapter 6 Fully Isotropic Fast Marching Methods on Cartesian Grids
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   Chapter 7 Clustering Complex Data with Group-Dependent Feature Selection
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   Chapter 8 On Parameter Learning in CRF-Based Approaches to Object Class Image Segmentation
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    Chapter 9 Exploring the Identity Manifold: Constrained Operations in Face Space
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    Chapter 10 Multi-label Linear Discriminant Analysis
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    Chapter 11 Convolutional Learning of Spatio-temporal Features
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    Chapter 12 Learning Pre-attentive Driving Behaviour from Holistic Visual Features
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    Chapter 13 Detecting People Using Mutually Consistent Poselet Activations
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    Chapter 14 Disparity Statistics for Pedestrian Detection: Combining Appearance, Motion and Stereo
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    Chapter 15 Multi-stage Sampling with Boosting Cascades for Pedestrian Detection in Images and Videos
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    Chapter 16 Learning to Detect Roads in High-Resolution Aerial Images
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    Chapter 17 Thinking Inside the Box: Using Appearance Models and Context Based on Room Geometry
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    Chapter 18 A Structural Filter Approach to Human Detection
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    Chapter 19 Geometric Constraints for Human Detection in Aerial Imagery
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    Chapter 20 Handling Urban Location Recognition as a 2D Homothetic Problem
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    Chapter 21 Recursive Coarse-to-Fine Localization for Fast Object Detection
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    Chapter 22 A Local Bag-of-Features Model for Large-Scale Object Retrieval
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    Chapter 23 Velocity-Dependent Shutter Sequences for Motion Deblurring
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    Chapter 24 Colorization for Single Image Super Resolution
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    Chapter 25 Programmable Aperture Camera Using LCoS
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    Chapter 26 A New Algorithmic Approach for Contrast Enhancement
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    Chapter 27 Seeing through Obscure Glass
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    Chapter 28 A Continuous Max-Flow Approach to Potts Model
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    Chapter 29 Hybrid Compressive Sampling via a New Total Variation TVL1
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    Chapter 30 Perspective Imaging under Structured Light
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    Chapter 31 Lighting and Pose Robust Face Sketch Synthesis
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    Chapter 32 Predicting Facial Beauty without Landmarks
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    Chapter 33 Gabor Feature Based Sparse Representation for Face Recognition with Gabor Occlusion Dictionary
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    Chapter 34 Motion Profiles for Deception Detection Using Visual Cues
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    Chapter 35 A Robust and Scalable Approach to Face Identification
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    Chapter 36 Emotion Recognition from Arbitrary View Facial Images
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    Chapter 37 Face Liveness Detection from a Single Image with Sparse Low Rank Bilinear Discriminative Model
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    Chapter 38 Robust Head Pose Estimation Using Supervised Manifold Learning
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    Chapter 39 Knowledge Based Activity Recognition with Dynamic Bayesian Network
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    Chapter 40 View and Style-Independent Action Manifolds for Human Activity Recognition
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    Chapter 41 Figure-Ground Image Segmentation Helps Weakly-Supervised Learning of Objects
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    Chapter 42 Enhancing Interactive Image Segmentation with Automatic Label Set Augmentation
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    Chapter 43 Hough Transform and 3D SURF for Robust Three Dimensional Classification