Computer Vision – ECCV 2022 : 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part VII / 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 ; 13667

Language:

English

Subjects (All):

Computer vision.

Computer Vision.

Local Subjects:

Computer Vision.

Physical Description:

1 online resource (800 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:

UnrealEgo: A New Dataset for Robust Egocentric 3D Human Motion Capture

Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction

Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation

VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data

Poseur: Direct Human Pose Regression with Transformers

SimCC: A Simple Coordinate Classification Perspective for Human Pose Estimation

Regularizing Vector Embedding in Bottom-Up Human Pose Estimation

A Visual Navigation Perspective for Category-Level Object Pose Estimation

Faster VoxelPose: Real-Time 3D Human Pose Estimation by Orthographic Projection

Learning to Fit Morphable Models

EgoBody: Human Body Shape and Motion of Interacting People from Head-Mounted Devices

Grasp’D: Differentiable Contact-Rich Grasp Synthesis for Multi-FingeredHands

AutoAvatar: Autoregressive Neural Fields for Dynamic Avatar Modeling

Deep Radial Embedding for Visual Sequence Learning

SAGA: Stochastic Whole-Body Grasping with Contact

Neural Capture of Animatable 3D Human from Monocular Video

General Object Pose Transformation Network from Unpaired Data

Compositional Human-Scene Interaction Synthesis with Semantic Control

PressureVision: Estimating Hand Pressure from a Single RGB Image

PoseScript: 3D Human Poses from Natural Language

3D Interacting Hand Pose Estimation by Hand De-Occlusion and Removal

Pose for Everything: Towards Category-Agnostic Pose Estimation

PoseGPT: Quantization-Based 3D Human Motion Generation and Forecasting

DH-AUG: DH Forward Kinematics Model Driven Augmentation for 3D Human Pose Estimation

Estimating Spatially-Varying Lighting in Urban Scenes with Disentangled Representation

Boosting Event Stream Super-Resolution with a Recurrent Neural Network

Projective Parallel Single-Pixel Imaging to Overcome Global Illumination in 3D Structure Light Scanning

Semantic-Sparse Colorization Network for Deep Exemplar-Based Colorization

Practical and Scalable Desktop-Based High-Quality Facial Capture

FAST-VQA: Efficient End-to-End Video Quality Assessment with Fragment Sampling

Physically-Based Editing of Indoor Scene Lighting from a Single Image

LEDNet: Joint Low-Light Enhancement and Deblurring in the Dark

MPIB: An MPI-Based Bokeh Rendering Framework for Realistic Partial Occlusion Effects

Real-RawVSR: Real-World Raw Video Super-Resolution with a Benchmark Dataset

Transform Your Smartphone into a DSLR Camera: Learning the ISP in the Wild

Learning Deep Non-Blind Image Deconvolution without Ground Truths

NEST: Neural Event Stack for Event-Based Image Enhancement

Editable Indoor Lighting Estimation

Fast Two-Step Blind Optical Aberration Correction

Seeing Far in the Dark with Patterned Flash

PseudoClick: Interactive Image Segmentation with Click Imitation.

Other Format:

Print version: Avidan, Shai Computer Vision - ECCV 2022

ISBN:

9783031200717

3031200713