Computer Vision – ACCV 2018

Table of Contents

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   Book Overview
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   Chapter 1 RankGAN: A Maximum Margin Ranking GAN for Generating Faces
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   Chapter 2 Zero-Shot Facial Expression Recognition with Multi-label Label Propagation
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   Chapter 3 Believe It or Not, We Know What You Are Looking At!
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   Chapter 4 COSONet: Compact Second-Order Network for Video Face Recognition
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   Chapter 5 Visual Re-ranking with Natural Language Understanding for Text Spotting
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   Chapter 6 TextNet: Irregular Text Reading from Images with an End-to-End Trainable Network
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   Chapter 7 Text2Shape: Generating Shapes from Natural Language by Learning Joint Embeddings
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   Chapter 8 Understanding Individual Decisions of CNNs via Contrastive Backpropagation
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    Chapter 9 Say Yes to the Dress: Shape and Style Transfer Using Conditional GANs
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    Chapter 10 Towards Multi-class Object Detection in Unconstrained Remote Sensing Imagery
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    Chapter 11 Panorama from Representative Frames of Unconstrained Videos Using DiffeoMeshes
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    Chapter 12 Robust and Efficient Ellipse Fitting Using Tangent Chord Distance
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    Chapter 13 Knowledge Distillation with Feature Maps for Image Classification
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    Chapter 14 Bidirectional Conditional Generative Adversarial Networks
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    Chapter 15 Cross-Resolution Person Re-identification with Deep Antithetical Learning
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    Chapter 16 A Temporally-Aware Interpolation Network for Video Frame Inpainting
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    Chapter 17 Linear Solution to the Minimal Absolute Pose Rolling Shutter Problem
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    Chapter 18 Scale Estimation of Monocular SfM for a Multi-modal Stereo Camera
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    Chapter 19 Geometry Meets Semantics for Semi-supervised Monocular Depth Estimation
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    Chapter 20 Deep Manifold Alignment for Mid-Grain Sketch Based Image Retrieval
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    Chapter 21 Visual Graphs from Motion (VGfM): Scene Understanding with Object Geometry Reasoning
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    Chapter 22 Deep Semantic Matching with Foreground Detection and Cycle-Consistency
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    Chapter 23 Hidden Two-Stream Convolutional Networks for Action Recognition
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    Chapter 24 A Multi-purpose Convolutional Neural Network for Simultaneous Super-Resolution and High Dynamic Range Image Reconstruction
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    Chapter 25 ITM-CNN: Learning the Inverse Tone Mapping from Low Dynamic Range Video to High Dynamic Range Displays Using Convolutional Neural Networks
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    Chapter 26 Structure Aware SLAM Using Quadrics and Planes
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    Chapter 27 Maintaining Natural Image Statistics with the Contextual Loss
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    Chapter 28 U-DADA: Unsupervised Deep Action Domain Adaptation
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    Chapter 29 Artistic Object Recognition by Unsupervised Style Adaptation
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    Chapter 30 iPose: Instance-Aware 6D Pose Estimation of Partly Occluded Objects
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    Chapter 31 Multi-Attribute Probabilistic Linear Discriminant Analysis for 3D Facial Shapes
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    Chapter 32 Combination of Two Fully Convolutional Neural Networks for Robust Binarization
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    Chapter 33 Deep Depth from Focus
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    Chapter 34 Random Temporal Skipping for Multirate Video Analysis
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    Chapter 35 Tiny People Pose
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    Chapter 36 Pose Estimation of a Single Circle Using Default Intrinsic Calibration
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    Chapter 37 Deep Multi-instance Volumetric Image Classification with Extreme Value Distributions
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    Chapter 38 Low-Resolution Face Recognition
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    Chapter 39 GANomaly: Semi-supervised Anomaly Detection via Adversarial Training
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    Chapter 40 Deep Object Co-segmentation
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    Chapter 41 From Same Photo: Cheating on Visual Kinship Challenges
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    Chapter 42 Class-Agnostic Counting
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    Chapter 43 A Computational Camera with Programmable Optics for Snapshot High-Resolution Multispectral Imaging
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    Chapter 44 Unsupervised Intuitive Physics from Visual Observations
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    Chapter 45 Deep Mixture of MRFs for Human Pose Estimation