Computer Vision – ECCV 2022 : 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XV / 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 ; 13675

Language:

English

Subjects (All):

Computer vision.

Application software.

Social sciences--Data processing.

Social sciences.

Pattern recognition systems.

Machine learning.

Computer Vision.

Computer and Information Systems Applications.

Computer Application in Social and Behavioral Sciences.

Automated Pattern Recognition.

Machine Learning.

Local Subjects:

Computer Vision.

Computer and Information Systems Applications.

Computer Application in Social and Behavioral Sciences.

Automated Pattern Recognition.

Machine Learning.

Physical Description:

1 online resource (799 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:

WaveGAN.Frequency-Aware GAN for High-Fidelity Few-Shot Image Generation

End-to-End Visual Editing with a Generatively Pre-trained Artist

High-Fidelity GAN Inversion with Padding Space

Designing One Unified Framework for High-Fidelity Face Reenactment and Swapping

Sobolev Training for Implicit Neural Representations with Approximated Image Derivatives

Make-a-Scene: Scene-Based Text-to-Image Generation with Human Priors

3D-FM GAN: Towards 3D-Controllable Face Manipulation

Multi-Curve Translator for High-Resolution Photorealistic Image Translation

Deep Bayesian Video Frame Interpolation

Cross Attention Based Style Distribution for Controllable Person Image Synthesis

KeypointNeRF. Generalizing Image-Based Volumetric Avatars Using Relative Spatial Encoding of Keypoints

ViewFormer: NeRF-Free Neural Rendering from Few Images Using Transformers

L-Tracing. Fast Light Visibility Estimation on Neural Surfaces by Sphere Tracing

A Perceptual Quality Metric for Video Frame Interpolation

Adaptive Feature Interpolation for Low-Shot Image Generation

PalGAN: Image Colorization with Palette Generative Adversarial Networks

Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis

Learning Prior Feature and Attention Enhanced Image Inpainting

Temporal-MPI. Enabling Multi-Plane Images for Dynamic Scene Modelling via Temporal Basis Learning

3D-Aware Semantic-Guided Generative Model for Human Synthesis

Temporally Consistent Semantic Video Editing

Error Compensation Framework for Flow-Guided Video Inpainting

Scraping Textures from Natural Images for Synthesis and Editing

Single Stage Virtual Try-On via Deformable Attention Flows

Improving GANs for Long-Tailed Data through Group Spectral Regularization

Hierarchical Semantic Regularization of Latent Spaces in StyleGANs

IntereStyle.Encoding an Interest Region for Robust StyleGAN Inversion

StyleLight.HDR Panorama Generation for Lighting Estimation and Editing

Contrastive Monotonic Pixel-Level Modulation

Learning Cross-Video Neural Representations for High-Quality Frame Interpolation

Learning Continuous Implicit Representation for Near-Periodic Patterns

End-to-End Graph-Constrained Vectorized Floorplan Generation with Panoptic Refinement

Few-Shot Image Generation with Mixup-Based Distance Learning

A Style-Based GAN Encoder for High Fidelity Reconstruction of Images and Videos

FakeCLR. Exploring Contrastive Learning for Solving Latent Discontinuity in Data-Efficient GANs

BlobGAN. Spatially Disentangled Scene Representations

Unified Implicit Neural Stylization

GAN with Multivariate Disentangling for Controllable Hair Editing

Discovering Transferable Forensic Features for CNN-Generated Images Detection

Harmonizer: Learning to Perform White-Box Image and Video Harmonization

Text2LIVE.Text-Driven Layered Image and Video Editing

Digging into Radiance Grid for Real-Time View Synthesis with Detail Preservation.

Other Format:

Print version: Avidan, Shai Computer Vision - ECCV 2022

ISBN:

9783031197840

3031197844