Tang1705 / Local-Attribution-Maps-for-Super-Resolution
局部归因图(Local Attribution Map, LAM)是一个超分辨率重建任务的可解释性工具,旨在找到低分辨率输入图像中对网络超分结果贡献最强烈的像素。LAM 将跟踪模型使用的信息,并在指定超分结果局部区域的前提下,高亮对超分结果贡献最大的像素。
☆17Updated last year
Alternatives and similar repositories for Local-Attribution-Maps-for-Super-Resolution:
Users that are interested in Local-Attribution-Maps-for-Super-Resolution are comparing it to the libraries listed below
- [ACM MM Asia 2024 Oral] Official implementation of paper "LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real …☆22Updated 3 weeks ago
- [TIP 2024] Official Implementation of "Neural Degradation Representation Learning for All-In-One Image Restoration"☆30Updated 4 months ago
- ☆29Updated 6 months ago
- [CVPR 2025] Efficient Visual State Space Model for Image Deblurring☆24Updated last month
- Local AtrrLocal Attribution Maps (LAM)☆14Updated 2 years ago
- Towards Unified Deep Image Deraining: A Survey and A New Benchmark (TPAMI 2025)☆25Updated 3 months ago
- Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration☆35Updated 8 months ago
- [TNNLS 2023] STDAN: Deformable Attention Network for Space-Time Video Super-Resolution☆18Updated last month
- ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration☆101Updated 4 months ago
- [CVPR 2024] Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring☆23Updated last year
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆37Updated last week
- Official dataset and codes of Continuous Optical Zooming: A Benchmark for Arbitrary-Scale Image Super-Resolution in Real World[CVPR2024].☆37Updated last month
- Codes of Interpreting Low-level Vision Models with Causal Effect Maps☆15Updated 2 months ago
- GitHub repository for our project "Efficient Degradation-aware Any Image Restoration"☆31Updated 3 weeks ago
- ☆24Updated last year
- ☆52Updated 10 months ago
- [PRCV 2023] RBSR: Efficient and Flexible Recurrent Network for Burst Super-Resolution☆42Updated 5 months ago
- Official code for "Activating Wider Areas in Image Super-Resolution"☆13Updated 7 months ago
- Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models (ECCV 2024)☆14Updated 2 months ago
- ☆72Updated last month
- [ICCV 23] Official implementation of Alignment-free HDR Deghosting with Sematnics Consistent Transformer (Code & Dataset)☆29Updated last year
- [CVPR 2024] Binarized Low-light Raw Video Enhancement☆25Updated 8 months ago
- ☆43Updated 7 months ago
- [AAAI2025] This repo holds the code for work "GaussianSR: High Fidelity 2D Gaussian Splatting for Arbitrary-Scale Image Super-Resolution"☆43Updated 2 months ago
- ☆8Updated 10 months ago
- Scale-aware Super-resolution Network☆17Updated 6 months ago
- AAAI-2024 KeDuSR: Real-World Dual-Lens Super-Resolution via Kernel-Free Matching☆17Updated last year
- [ICCV 2023] Learning Correction Filter via Degradation-Adaptive Regression for Blind Single Image Super-Resolution☆20Updated 10 months ago
- [AAAI 2024] Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration☆35Updated last year
- ☆59Updated last year