Computer Vision – ECCV 2018

Table of Contents

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   Book Overview
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   Chapter 1 Learning Visual Question Answering by Bootstrapping Hard Attention
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   Chapter 2 Multi-modal Cycle-Consistent Generalized Zero-Shot Learning
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   Chapter 3 Key-Word-Aware Network for Referring Expression Image Segmentation
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   Chapter 4 A Segmentation-Aware Deep Fusion Network for Compressed Sensing MRI
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   Chapter 5 Correcting the Triplet Selection Bias for Triplet Loss
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   Chapter 6 CrossNet: An End-to-End Reference-Based Super Resolution Network Using Cross-Scale Warping
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   Chapter 7 Single Image Water Hazard Detection Using FCN with Reflection Attention Units
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   Chapter 8 Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection
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    Chapter 9 Fast Light Field Reconstruction with Deep Coarse-to-Fine Modeling of Spatial-Angular Clues
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    Chapter 10 Image Reassembly Combining Deep Learning and Shortest Path Problem
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    Chapter 11 BusterNet: Detecting Copy-Move Image Forgery with Source/Target Localization
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    Chapter 12 To Learn Image Super-Resolution, Use a GAN to Learn How to Do Image Degradation First
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    Chapter 13 FloorNet: A Unified Framework for Floorplan Reconstruction from 3D Scans
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    Chapter 14 Transferring GANs: Generating Images from Limited Data
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    Chapter 15 Saliency Preservation in Low-Resolution Grayscale Images
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    Chapter 16 Proxy Clouds for Live RGB-D Stream Processing and Consolidation
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    Chapter 17 Deep Metric Learning with Hierarchical Triplet Loss
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    Chapter 18 Joint Learning of Intrinsic Images and Semantic Segmentation
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    Chapter 19 Recurrent Tubelet Proposal and Recognition Networks for Action Detection
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    Chapter 20 Beyond Local Reasoning for Stereo Confidence Estimation with Deep Learning
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    Chapter 21 Self-supervised Knowledge Distillation Using Singular Value Decomposition
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    Chapter 22 PARN: Pyramidal Affine Regression Networks for Dense Semantic Correspondence
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    Chapter 23 Start, Follow, Read: End-to-End Full-Page Handwriting Recognition
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    Chapter 24 PM-GANs: Discriminative Representation Learning for Action Recognition Using Partial-Modalities
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    Chapter 25 WildDash - Creating Hazard-Aware Benchmarks
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    Chapter 26 Generative Adversarial Network with Spatial Attention for Face Attribute Editing
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    Chapter 27 Realtime Time Synchronized Event-Based Stereo
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    Chapter 28 OmniDepth: Dense Depth Estimation for Indoors Spherical Panoramas
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    Chapter 29 Simple Baselines for Human Pose Estimation and Tracking
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    Chapter 30 Affine Correspondences Between Central Cameras for Rapid Relative Pose Estimation
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    Chapter 31 ConvNets and ImageNet Beyond Accuracy: Understanding Mistakes and Uncovering Biases
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    Chapter 32 RESOUND: Towards Action Recognition Without Representation Bias
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    Chapter 33 Integral Human Pose Regression
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    Chapter 34 Quadtree Convolutional Neural Networks
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    Chapter 35 Learning to Predict Crisp Boundaries
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    Chapter 36 Image Manipulation with Perceptual Discriminators
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    Chapter 37 Structural Consistency and Controllability for Diverse Colorization
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    Chapter 38 Open Set Learning with Counterfactual Images
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    Chapter 39 Audio-Visual Scene Analysis with Self-Supervised Multisensory Features
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    Chapter 40 Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input
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    Chapter 41 Weakly-Supervised 3D Hand Pose Estimation from Monocular RGB Images
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    Chapter 42 DeepIM: Deep Iterative Matching for 6D Pose Estimation
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    Chapter 43 Implicit 3D Orientation Learning for 6D Object Detection from RGB Images