Infrared and Visible Image Fusion From Data Compatibility to Task Adaption

par Liu, Jinyuan
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2025)

Advancing Real-World Image Dehazing Perspective, Modules, and Training

par Feng, Yuxin
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2024)

Learning With Constraint Learning New Perspective, Solution Strategy and Various Applications

par Liu, Risheng
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2024)

A Task-Guided, Implicitly-Searched and Meta-Initialized Deep Model for Image Fusion

par Liu, Risheng
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2024)

Multispectral Image Stitching via Global-Aware Quadrature Pyramid Regression

par Jiang, Zhiying
Publié dans: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society (2024)

Hierarchical Optimization-Derived Learning

par Liu, Risheng
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2023)

A General Descent Aggregation Framework for Gradient-Based Bi-Level Optimization

par Liu, Risheng
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2023)

Learning With Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision

par Liu, Risheng
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2023)

Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective Functions

par Fan, Xin
Publié dans: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society (2023)

Optimization-Inspired Learning With Architecture Augmentations and Control Mechanisms for Low-Level Vision

par Liu, Risheng
Publié dans: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society (2023)

Value-Function-Based Sequential Minimization for Bi-Level Optimization

par Liu, Risheng
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2023)

Twin Adversarial Contrastive Learning for Underwater Image Enhancement and Beyond

par Liu, Risheng
Publié dans: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society (2022)

Triple-Level Model Inferred Collaborative Network Architecture for Video Deraining

par Mu, Pan
Publié dans: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society (2022)

Task-Oriented Convex Bilevel Optimization With Latent Feasibility

par Liu, Risheng
Publié dans: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society (2022)

Learning Deformable Image Registration From Optimization Perspective, Modules, Bilevel Training and Beyond

par Liu, Risheng
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2022)

Investigating Bi-Level Optimization for Learning and Vision From a Unified Perspective A Survey and Beyond

par Liu, Risheng
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2022)

Investigating Customization Strategies and Convergence Behaviors of Task-Specific ADMM

par Liu, Risheng
Publié dans: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society (2021)

A Bilevel Integrated Model With Data-Driven Layer Ensemble for Multi-Modality Image Fusion

par Liu, Risheng
Publié dans: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society (2021)

On the Convergence of Learning-Based Iterative Methods for Nonconvex Inverse Problems

par Liu, Risheng
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2020)

Deep Proximal Unrolling Algorithmic Framework, Convergence Analysis and Applications

par Liu, Risheng
Publié dans: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society (2019)