Computer Vision – ECCV 2022 : 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part VIII / edited by Shai Avidan, Gabriel Brostow, Moustapha Cissé, Giovanni Maria Farinella, Tal Hassner.

Format:

Book

Author/Creator:

Avidan, Shai, author.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 13668

Language:

English

Subjects (All):

Computer vision.

Computer Vision.

Local Subjects:

Computer Vision.

Physical Description:

1 online resource (807 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2022.

Summary:

The 39-volume set, comprising the LNCS books 13661 until 13699, constitutes the refereed proceedings of the 17th European Conference on Computer Vision, ECCV 2022, held in Tel Aviv, Israel, during October 23–27, 2022. The 1645 papers presented in these proceedings were carefully reviewed and selected from a total of 5804 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; object recognition; motion estimation.

Contents:

ECCV Caption: Correcting False Negatives by Collecting Machine-and-Human-Verified Image-Caption Associations for MS-COCO

MOTCOM: The Multi-Object Tracking Dataset Complexity Metric

How to Synthesize a Large-Scale and Trainable Micro-Expression Dataset?

A Real World Dataset for Multi-View 3D Reconstruction

REALY: Rethinking the Evaluation of 3D Face Reconstruction

Capturing, Reconstructing, and Simulating: The UrbanScene3D Dataset

3D CoMPaT: Composition of Materials on Parts of 3D Things

PartImageNet: A Large, High-Quality Dataset of Parts

A-OKVQA: A Benchmark for Visual Question Answering Using World Knowledge

OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images

Facial Depth and Normal Estimation Using Single Dual-Pixel Camera

The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing

StyleBabel: Artistic Style Tagging and Captioning

PANDORA: A Panoramic Detection Dataset for Object with Orientation

FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context

Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset

The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting

A Dataset for Interactive Vision-Language Navigation with Unknown Command Feasibility

BRACE: The Breakdancing Competition Dataset for Dance Motion Synthesis

Dress Code: High-Resolution Multi-Category Virtual Try-On

A Data-Centric Approach for Improving Ambiguous Labels with Combined Semi-Supervised Classification and Clustering

ClearPose: Large-Scale Transparent Object Dataset and Benchmark

When Deep Classifiers Agree: Analyzing Correlations between Learning Order and Image Statistics

AnimeCeleb: Large-Scale Animation CelebHeads Dataset for Head Reenactment

MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENeration

A Dense Material Segmentation Dataset for Indoor and Outdoor Scene Parsing

MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis

Delving into Universal Lesion Segmentation: Method, Dataset, and Benchmark

Large Scale Real-World Multi-person Tracking

D2-TPred: Discontinuous Dependency for Trajectory Prediction under Traffic Lights

The Missing Link: Finding Label Relations across Datasets

Learning Omnidirectional Flow in 360° Video via Siamese Representation

VizWiz-FewShot: Locating Objects in Images Taken by People with Visual Impairments

TRoVE: Transforming Road Scene Datasets into Photorealistic Virtual Environments

Trapped in Texture Bias? A Large Scale Comparison of Deep Instance Segmentation

Deformable Feature Aggregationfor Dynamic Multi-modal 3D Object Detection

WeLSA: Learning to Predict 6D Pose from Weakly Labeled Data Using Shape Alignment

Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph

MPPNet: Multi-Frame Feature Intertwining with Proxy Points for 3D Temporal Object Detection

Long-Tail Detection with Effective Class-Margins

Semi-Supervised Monocular 3D Object Detection by Multi-View Consistency

PTSEFormer: Progressive Temporal-Spatial Enhanced TransFormer towards Video Object Detection.

Other Format:

Print version: Avidan, Shai Computer Vision - ECCV 2022

ISBN:

9783031200748

3031200748