Computer Vision – ECCV 2022

Table of Contents

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   Book Overview
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   Chapter 1 $$\mathrm {CT^2}$$ CT 2 : Colorization Transformer via Color Tokens
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   Chapter 2 Simple Baselines for Image Restoration
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   Chapter 3 Spike Transformer: Monocular Depth Estimation for Spiking Camera
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   Chapter 4 Improving Image Restoration by Revisiting Global Information Aggregation
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   Chapter 5 Data Association Between Event Streams and Intensity Frames Under Diverse Baselines
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   Chapter 6 D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration
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   Chapter 7 Learning Graph Neural Networks for Image Style Transfer
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   Chapter 8 DeepPS2: Revisiting Photometric Stereo Using Two Differently Illuminated Images
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    Chapter 9 Instance Contour Adjustment via Structure-Driven CNN
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    Chapter 10 Synthesizing Light Field Video from Monocular Video
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    Chapter 11 Human-Centric Image Cropping with Partition-Aware and Content-Preserving Features
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    Chapter 12 DeMFI: Deep Joint Deblurring and Multi-frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting
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    Chapter 13 Neural Image Representations for Multi-image Fusion and Layer Separation
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    Chapter 14 Bringing Rolling Shutter Images Alive with Dual Reversed Distortion
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    Chapter 15 FILM: Frame Interpolation for Large Motion
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    Chapter 16 Video Interpolation by Event-Driven Anisotropic Adjustment of Optical Flow
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    Chapter 17 EvAC3D: From Event-Based Apparent Contours to 3D Models via Continuous Visual Hulls
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    Chapter 18 DCCF: Deep Comprehensible Color Filter Learning Framework for High-Resolution Image Harmonization
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    Chapter 19 SelectionConv: Convolutional Neural Networks for Non-rectilinear Image Data
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    Chapter 20 Spatial-Separated Curve Rendering Network for Efficient and High-Resolution Image Harmonization
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    Chapter 21 BigColor: Colorization Using a Generative Color Prior for Natural Images
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    Chapter 22 CADyQ: Content-Aware Dynamic Quantization for Image Super-Resolution
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    Chapter 23 Deep Semantic Statistics Matching (D2SM) Denoising Network
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    Chapter 24 3D Scene Inference from Transient Histograms
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    Chapter 25 Neural Space-Filling Curves
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    Chapter 26 Exposure-Aware Dynamic Weighted Learning for Single-Shot HDR Imaging
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    Chapter 27 Seeing Through a Black Box: Toward High-Quality Terahertz Imaging via Subspace-and-Attention Guided Restoration
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    Chapter 28 Tomography of Turbulence Strength Based on Scintillation Imaging
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    Chapter 29 Realistic Blur Synthesis for Learning Image Deblurring
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    Chapter 30 Learning Phase Mask for Privacy-Preserving Passive Depth Estimation
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    Chapter 31 LWGNet - Learned Wirtinger Gradients for Fourier Ptychographic Phase Retrieval
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    Chapter 32 PANDORA: Polarization-Aided Neural Decomposition of Radiance
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    Chapter 33 HuMMan: Multi-modal 4D Human Dataset for Versatile Sensing and Modeling
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    Chapter 34 DVS-Voltmeter: Stochastic Process-Based Event Simulator for Dynamic Vision Sensors
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    Chapter 35 Benchmarking Omni-Vision Representation Through the Lens of Visual Realms
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    Chapter 36 BEAT: A Large-Scale Semantic and Emotional Multi-modal Dataset for Conversational Gestures Synthesis
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    Chapter 37 Neuromorphic Data Augmentation for Training Spiking Neural Networks
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    Chapter 38 CelebV-HQ: A Large-Scale Video Facial Attributes Dataset
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    Chapter 39 MovieCuts: A New Dataset and Benchmark for Cut Type Recognition
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    Chapter 41 Unitail: Detecting, Reading, and Matching in Retail Scene
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    Chapter 42 Not Just Streaks: Towards Ground Truth for Single Image Deraining