Computer Vision – ECCV 2024 : 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LXXXVI / edited by Aleš Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol.

Format:

Book

Author/Creator:

Leonardis, Aleš.

Contributor:

Ricci, Elisa.

Roth, Ștefan.

Russakovsky, Olga.

Sattler, Torsten.

Varol, Gül.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 15144

Language:

English

Subjects (All):

Image processing--Digital techniques.

Image processing.

Computer vision.

Computer networks.

User interfaces (Computer systems).

Human-computer interaction.

Machine learning.

Computers, Special purpose.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Computer Communication Networks.

User Interfaces and Human Computer Interaction.

Machine Learning.

Special Purpose and Application-Based Systems.

Local Subjects:

Computer Imaging, Vision, Pattern Recognition and Graphics.

Computer Communication Networks.

User Interfaces and Human Computer Interaction.

Machine Learning.

Special Purpose and Application-Based Systems.

Physical Description:

1 online resource (555 pages)

Edition:

1st ed. 2025.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2025.

Summary:

The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29–October 4, 2024. The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. They 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; motion estimation.

Contents:

Spline-based Transformers

Learning Pseudo 3D Guidance for View-consistent Texturing with 2D Diffusion

TreeSBA: Tree-Transformer for Self-Supervised Sequential Brick Assembly

SparseRadNet: Sparse Perception Neural Network on Subsampled Radar Data

Enhancing Semantic Fidelity in Text-to-Image Synthesis: Attention Regulation in Diffusion Models

Adversarial Diffusion Distillation

Fake It till You Make It: Curricular Dynamic Forgery Augmentations towards General Deepfake Detection

Explain via Any Concept: Concept Bottleneck Model with Open Vocabulary Concepts

Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation

A Multimodal Benchmark Dataset and Model for Crop Disease Diagnosis

Missing Modality Prediction for Unpaired Multimodal Learning via Joint Embedding of Unimodal Models

Learning Where to Look: Self-supervised Viewpoint Selection for Active Localization using Geometrical Information

Improving Diffusion Models for Authentic Virtual Try-on in the Wild

Exploiting Semantic Reconstruction to Mitigate Hallucinations in Vision-Language Models

LISO: Lidar-only Self-Supervised 3D Object Detection

Text-Conditioned Resampler For Long Form Video Understanding

Implicit Steganography Beyond the Constraints of Modality

Using My Artistic Style? You Must Obtain My Authorization

LookupViT: Compressing visual information to a limited number of tokens

Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation

UMERegRobust – Universal Manifold Embedding Compatible Features for Robust Point Cloud Registration

Non-transferable Pruning

A Compact Dynamic 3D Gaussian Representation for Real-Time Dynamic View Synthesis

Fast Context-Based Low-Light Image Enhancement via Neural Implicit Representations

Toward Open Vocabulary Aerial Object Detection with CLIP-Activated Student-Teacher Learning

Affine steerers for structured keypoint description.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

3-031-73016-X

OCLC:

1465269617