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Computer Vision – ECCV 2022

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Cover of 'Computer Vision – ECCV 2022'

Table of Contents

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    Book Overview
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    Chapter 1 DFNet: Enhance Absolute Pose Regression with Direct Feature Matching
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    Chapter 2 Cornerformer: Purifying Instances for Corner-Based Detectors
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    Chapter 3 PillarNet: Real-Time and High-Performance Pillar-Based 3D Object Detection
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    Chapter 4 Robust Object Detection with Inaccurate Bounding Boxes
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    Chapter 5 Efficient Decoder-Free Object Detection with Transformers
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    Chapter 6 Cross-Modality Knowledge Distillation Network for Monocular 3D Object Detection
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    Chapter 7 ReAct: Temporal Action Detection with Relational Queries
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    Chapter 8 Towards Accurate Active Camera Localization
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    Chapter 9 Camera Pose Auto-encoders for Improving Pose Regression
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    Chapter 10 Improving the Intra-class Long-Tail in 3D Detection via Rare Example Mining
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    Chapter 11 Bagging Regional Classification Activation Maps for Weakly Supervised Object Localization
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    Chapter 12 UC-OWOD: Unknown-Classified Open World Object Detection
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    Chapter 13 RayTran: 3D Pose Estimation and Shape Reconstruction of Multiple Objects from Videos with Ray-Traced Transformers
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    Chapter 14 GTCaR: Graph Transformer for Camera Re-localization
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    Chapter 15 3D Object Detection with a Self-supervised Lidar Scene Flow Backbone
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    Chapter 16 Open Vocabulary Object Detection with Pseudo Bounding-Box Labels
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    Chapter 17 Few-Shot Object Detection by Knowledge Distillation Using Bag-of-Visual-Words Representations
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    Chapter 18 SALISA: Saliency-Based Input Sampling for Efficient Video Object Detection
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    Chapter 19 ECO-TR: Efficient Correspondences Finding via Coarse-to-Fine Refinement
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    Chapter 20 Vote from the Center: 6 DoF Pose Estimation in RGB-D Images by Radial Keypoint Voting
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    Chapter 21 Long-Tailed Instance Segmentation Using Gumbel Optimized Loss
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    Chapter 22 DetMatch: Two Teachers are Better than One for Joint 2D and 3D Semi-Supervised Object Detection
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    Chapter 23 ObjectBox: From Centers to Boxes for Anchor-Free Object Detection
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    Chapter 24 Is Geometry Enough for Matching in Visual Localization?
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    Chapter 25 SWFormer: Sparse Window Transformer for 3D Object Detection in Point Clouds
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    Chapter 26 PCR-CG: Point Cloud Registration via Deep Explicit Color and Geometry
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    Chapter 27 GLAMD: Global and Local Attention Mask Distillation for Object Detectors
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    Chapter 28 FCAF3D: Fully Convolutional Anchor-Free 3D Object Detection
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    Chapter 29 Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw Puzzles
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    Chapter 30 Class-Agnostic Object Detection with Multi-modal Transformer
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    Chapter 31 Enhancing Multi-modal Features Using Local Self-attention for 3D Object Detection
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    Chapter 32 Object Detection as Probabilistic Set Prediction
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    Chapter 33 Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions
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    Chapter 34 Neural Correspondence Field for Object Pose Estimation
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    Chapter 35 On Label Granularity and Object Localization
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    Chapter 36 OIMNet ++ : Prototypical Normalization and Localization-Aware Learning for Person Search
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    Chapter 37 Out-of-Distribution Identification: Let Detector Tell Which I Am Not Sure
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    Chapter 38 Learning with Free Object Segments for Long-Tailed Instance Segmentation
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    Chapter 39 Autoregressive Uncertainty Modeling for 3D Bounding Box Prediction
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    Chapter 40 3D Random Occlusion and Multi-layer Projection for Deep Multi-camera Pedestrian Localization
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    Chapter 41 A Simple Single-Scale Vision Transformer for Object Detection and Instance Segmentation
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    Chapter 42 Simple Open-Vocabulary Object Detection
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Title
Computer Vision – ECCV 2022
Published by
Springer Nature Switzerland, November 2022
DOI 10.1007/978-3-031-20080-9
ISBNs
978-3-03-120079-3, 978-3-03-120080-9
Editors

Avidan, Shai, Brostow, Gabriel, Cissé, Moustapha, Farinella, Giovanni Maria, Hassner, Tal

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