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

Format:

Book

Contributor:

Leonardis, Aleš, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 15071

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.

Image Processing.

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.

Image Processing.

Computer Communication Networks.

User Interfaces and Human Computer Interaction.

Machine Learning.

Special Purpose and Application-Based Systems.

Physical Description:

1 online resource (583 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. 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; motion estimation.

Contents:

COHO: Context-Sensitive City-Scale Hierarchical Urban Layout Generation

Joint RGB-Spectral Decomposition Model Guided Image Enhancement in Mobile Photography

SpatialFormer: Towards Generalizable Vision Transformers with Explicit Spatial Understanding

OccWorld: Learning a 3D Occupancy World Model for Autonomous Driving

MyVLM: Personalizing VLMs for User-Specific Queries

AMEGO: Active Memory from long EGOcentric videos

Power Variable Projection for Initialization-Free Large-Scale Bundle Adjustment

Collaborative Control for Geometry-Conditioned PBR Image Generation

Co-synthesis of Histopathology Nuclei Image-Label Pairs using a Context-Conditioned Joint Diffusion Model

One-stage Prompt-based Continual Learning

SpaceJAM: a Lightweight and Regularization-free Method for Fast Joint Alignment of Images

APL: Anchor-based Prompt Learning for One-stage Weakly Supervised Referring Expression Comprehension

GenQ: Quantization in Low Data Regimes with Generative Synthetic Data

MVDD: Multi-View Depth Diffusion Models

Rethinking Video-Text Understanding: Retrieval from Counterfactually Augmented Data

Risk-Aware Self-Consistent Imitation Learning for Trajectory Planning in Autonomous Driving

Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud Segmentation

EBDM: Exemplar-guided Image Translation with Brownian-bridge Diffusion Models

DreamDrone: Text-to-Image Diffusion Models are Zero-shot Perpetual View Generators

Harnessing Text-to-Image Diffusion Models for Category-Agnostic Pose Estimation

SC4D: Sparse-Controlled Video-to-4D Generation and Motion Transfer

Overcoming Distribution Mismatch in Quantizing Image Super-Resolution Networks

Large Motion Model for Unified Multi-Modal Motion Generation

FisherRF: Active View Selection and Mapping with Radiance Fields using Fisher Information

Occlusion Handling in 3D Human Pose Estimation with Perturbed Positional Encoding

Gradient-based Out-of-Distribution Detection

Event-based Mosaicing Bundle Adjustment.

Notes:

Includes index.

ISBN:

3-031-72624-3