Computer Vision – ECCV 2018

Table of Contents

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   Book Overview
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   Chapter 1 Bayesian Semantic Instance Segmentation in Open Set World
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   Chapter 2 BOP: Benchmark for 6D Object Pose Estimation
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   Chapter 3 3D Vehicle Trajectory Reconstruction in Monocular Video Data Using Environment Structure Constraints
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   Chapter 4 Pairwise Body-Part Attention for Recognizing Human-Object Interactions
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   Chapter 5 Exploiting Temporal Information for 3D Human Pose Estimation
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   Chapter 6 Recovering 3D Planes from a Single Image via Convolutional Neural Networks
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   Chapter 7 stagNet: An Attentive Semantic RNN for Group Activity Recognition
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   Chapter 8 Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition
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    Chapter 9 CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images
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    Chapter 10 DDRNet: Depth Map Denoising and Refinement for Consumer Depth Cameras Using Cascaded CNNs
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    Chapter 11 ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes
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    Chapter 12 Dynamic Filtering with Large Sampling Field for ConvNets
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    Chapter 13 Pose Guided Human Video Generation
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    Chapter 14 Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation
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    Chapter 15 Joint Task-Recursive Learning for Semantic Segmentation and Depth Estimation
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    Chapter 16 Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network
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    Chapter 17 ExFuse: Enhancing Feature Fusion for Semantic Segmentation
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    Chapter 18 NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications
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    Chapter 19 Action Anticipation with RBF Kernelized Feature Mapping RNN
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    Chapter 20 A-Contrario Horizon-First Vanishing Point Detection Using Second-Order Grouping Laws
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    Chapter 21 RT-GENE: Real-Time Eye Gaze Estimation in Natural Environments
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    Chapter 22 Unsupervised Class-Specific Deblurring
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    Chapter 23 The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking
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    Chapter 24 Motion Feature Network: Fixed Motion Filter for Action Recognition
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    Chapter 25 Efficient Sliding Window Computation for NN-Based Template Matching
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    Chapter 26 ADVIO: An Authentic Dataset for Visual-Inertial Odometry
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    Chapter 27 Extending Layered Models to 3D Motion
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    Chapter 28 3DMV: Joint 3D-Multi-view Prediction for 3D Semantic Scene Segmentation
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    Chapter 29 FishEyeRecNet: A Multi-context Collaborative Deep Network for Fisheye Image Rectification
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    Chapter 30 LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sensing Reconstruction
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    Chapter 31 3D Face Reconstruction from Light Field Images: A Model-Free Approach
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    Chapter 32 “Factual” or “Emotional”: Stylized Image Captioning with Adaptive Learning and Attention
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    Chapter 33 CPlaNet: Enhancing Image Geolocalization by Combinatorial Partitioning of Maps
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    Chapter 34 ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation
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    Chapter 35 MVTec D2S: Densely Segmented Supermarket Dataset
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    Chapter 36 U-PC: Unsupervised Planogram Compliance
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    Chapter 37 Recovering Accurate 3D Human Pose in the Wild Using IMUs and a Moving Camera
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    Chapter 38 Deep Bilevel Learning
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    Chapter 39 Joint Optimization for Compressive Video Sensing and Reconstruction Under Hardware Constraints
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    Chapter 40 Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance
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    Chapter 41 ExplainGAN: Model Explanation via Decision Boundary Crossing Transformations
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    Chapter 42 Does Haze Removal Help CNN-Based Image Classification?
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    Chapter 43 Supervising the New with the Old: Learning SFM from SFM
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    Chapter 44 A Dataset and Architecture for Visual Reasoning with a Working Memory
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    Chapter 45 Constrained Optimization Based Low-Rank Approximation of Deep Neural Networks
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    Chapter 46 Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation
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    Chapter 47 Dual-Agent Deep Reinforcement Learning for Deformable Face Tracking
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    Chapter 48 Deep Autoencoder for Combined Human Pose Estimation and Body Model Upscaling
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    Chapter 49 Occlusion-Aware Hand Pose Estimation Using Hierarchical Mixture Density Network
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    Chapter 50 GANimation: Anatomically-Aware Facial Animation from a Single Image