Computer Vision – ECCV 2022 : 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XIV / 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 ; 13674

Language:

English

Subjects (All):

Computer vision.

Pattern recognition systems.

Machine learning.

Computer engineering.

Computer networks.

Database management.

Computer Vision.

Automated Pattern Recognition.

Machine Learning.

Computer Engineering and Networks.

Database Management.

Local Subjects:

Computer Vision.

Automated Pattern Recognition.

Machine Learning.

Computer Engineering and Networks.

Database Management.

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:

Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal

Explaining Deepfake Detection by Analysing Image Matching

FrequencyLowCut Pooling – Plug & Play against Catastrophic Overfitting

TAFIM: Targeted Adversarial Attacks against Facial Image Manipulations

FingerprintNet: Synthesized Fingerprints for Generated Image Detection

Detecting Generated Images by Real Images

An Information Theoretic Approach for Attention-Driven Face Forgery Detection

Exploring Disentangled Content Information for Face Forgery Detection

RepMix: Representation Mixing for Robust Attribution of Synthesized Images

Totems: Physical Objects for Verifying Visual Integrity

Dual-Stream Knowledge-Preserving Hashing for Unsupervised Video Retrieval

PASS: Part-Aware Self-Supervised Pre-training for Person Re-identification

Adaptive Cross-Domain Learning for Generalizable Person Re-identification

Multi-Query Video Retrieval

Hierarchical Average Precision Training for Pertinent Image Retrieval

Learning Semantic Correspondence with Sparse Annotations

Dynamically Transformed Instance Normalization Network for Generalizable Person Re-identification

Domain Adaptive Person Search

TS2-Net: Token Shift and Selection Transformer for Text-Video Retrieval

Unstructured Feature Decoupling for Vehicle Re-identification

Deep Hash Distillation for Image Retrieval

Mimic Embedding via Adaptive Aggregation: Learning Generalizable Person Re-identification

Granularity-Aware Adaptation for Image Retrieval over Multiple Tasks

Learning Audio-Video Modalities from Image Captions

RVSL: Robust Vehicle Similarity Learning in Real Hazy Scenes Based on Semi-Supervised Learning

Lightweight Attentional Feature Fusion: A New Baseline for Text-to-Video Retrieval

Modality Synergy Complement Learning with Cascaded Aggregation for Visible-Infrared Person Re-identification

Cross-Modality Transformer for Visible-Infrared Person Re-identification

Audio-Visual Mismatch-Aware Video Retrieval via Association and Adjustment

Connecting Compression Spaces with Transformer for Approximate Nearest Neighbor Search

SEMICON: A Learning-to-Hash Solution for Large-Scale Fine-Grained Image Retrieval

CAViT: Contextual Alignment Vision Transformer for Video Object Re-identification

Text-Based Temporal Localization of Novel Events

Reliability-Aware Prediction via Uncertainty Learning for Person Image Retrieval

Relighting4D: Neural Relightable Human from Videos

Real-Time Intermediate Flow Estimation for Video Frame Interpolation

PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation

StyleSwap: Style-Based Generator Empowers Robust Face Swapping

Paint2Pix: Interactive Painting Based Progressive Image Synthesis and Editing

FurryGAN: High Quality Foreground-Aware Image Synthesis

SCAM! Transferring Humans between Images with Semantic Cross Attention Modulation

Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields.

Other Format:

Print version: Avidan, Shai Computer Vision - ECCV 2022

ISBN:

9783031197819

303119781X