Table of Contents

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   Book Overview
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   Chapter 1 The Sixth Visual Object Tracking VOT2018 Challenge Results
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   Chapter 2 On the Optimization of Advanced DCF-Trackers
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   Chapter 3 Channel Pruning for Visual Tracking
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   Chapter 4 WAEF: Weighted Aggregation with Enhancement Filter for Visual Object Tracking
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   Chapter 5 A Memory Model Based on the Siamese Network for Long-Term Tracking
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   Chapter 6 Multiple Context Features in Siamese Networks for Visual Object Tracking
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   Chapter 7 Towards a Better Match in Siamese Network Based Visual Object Tracker
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   Chapter 8 How to Make an RGBD Tracker?
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    Chapter 9 Learning a Robust Society of Tracking Parts Using Co-occurrence Constraints
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    Chapter 10 Semantic Segmentation of Fisheye Images
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    Chapter 11 Complex-YOLO: An Euler-Region-Proposal for Real-Time 3D Object Detection on Point Clouds
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    Chapter 12 It’s Not All About Size: On the Role of Data Properties in Pedestrian Detection
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    Chapter 13 Real-Time Point Cloud Alignment for Vehicle Localization in a High Resolution 3D Map
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    Chapter 14 Exploiting Single Image Depth Prediction for Mono-stixel Estimation
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    Chapter 15 EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection
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    Chapter 16 Scale Drift Correction of Camera Geo-Localization Using Geo-Tagged Images
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    Chapter 17 Distant Vehicle Detection: How Well Can Region Proposal Networks Cope with Tiny Objects at Low Resolution?
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    Chapter 18 Deep Depth from Defocus: How Can Defocus Blur Improve 3D Estimation Using Dense Neural Networks?
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    Chapter 19 Deep Modular Network Architecture for Depth Estimation from Single Indoor Images
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    Chapter 20 Generative Adversarial Networks for Unsupervised Monocular Depth Prediction
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    Chapter 21 Combination of Spatially-Modulated ToF and Structured Light for MPI-Free Depth Estimation
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    Chapter 22 Robust Structured Light System Against Subsurface Scattering Effects Achieved by CNN-Based Pattern Detection and Decoding Algorithm
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    Chapter 23 Robust 3D Pig Measurement in Pig Farm
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    Chapter 24 SConE: Siamese Constellation Embedding Descriptor for Image Matching
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    Chapter 25 RGB-D SLAM Based Incremental Cuboid Modeling
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    Chapter 26 Semi-independent Stereo Visual Odometry for Different Field of View Cameras
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    Chapter 27 Improving Thin Structures in Surface Reconstruction from Sparse Point Cloud
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    Chapter 28 Polygonal Reconstruction of Building Interiors from Cluttered Pointclouds
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    Chapter 29 Paired 3D Model Generation with Conditional Generative Adversarial Networks
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    Chapter 30 Predicting Muscle Activity and Joint Angle from Skin Shape
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    Chapter 31 Modeling Camera Effects to Improve Visual Learning from Synthetic Data
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    Chapter 32 Answering Visual What-If Questions: From Actions to Predicted Scene Descriptions
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    Chapter 33 Exploring Bias in Primate Face Detection and Recognition
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    Chapter 34 Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings
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    Chapter 35 Mitigating Bias in Gender, Age and Ethnicity Classification: A Multi-task Convolution Neural Network Approach
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    Chapter 36 A Summary of the 4th International Workshop on Recovering 6D Object Pose
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    Chapter 37 Image-to-Voxel Model Translation with Conditional Adversarial Networks
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    Chapter 38 3D Pose Estimation for Fine-Grained Object Categories
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    Chapter 39 Seamless Color Mapping for 3D Reconstruction with Consumer-Grade Scanning Devices
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    Chapter 40 Plane-Based Humanoid Robot Navigation and Object Model Construction for Grasping
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    Chapter 41 Category-Level 6D Object Pose Recovery in Depth Images
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    Chapter 42 On Pre-trained Image Features and Synthetic Images for Deep Learning
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    Chapter 43 Convolutional Networks for Object Category and 3D Pose Estimation from 2D Images
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    Chapter 44 Occlusion Resistant Object Rotation Regression from Point Cloud Segments
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    Chapter 45 Camera Tracking for SLAM in Deformable Maps
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    Chapter 46 RPNet: An End-to-End Network for Relative Camera Pose Estimation