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🌕 [BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-processing.
🌕 [ICCV 2021] Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection. A self-supervised learning way for low-light image object detection.
🌕 [AAAI 2024] Aleth-NeRF: Illumination Adaptive NeRF with Concealing Field Assumption (Low-light enhance / Exposure correction + NeRF)
📷 [ECCV 2024] RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images
🌕 [CVPR 2025] Luminance-GS: Adapting 3D Gaussian Splatting to Challenging Lighting Conditions with View-Adaptive Curve Adjustment
📷 [ECCV 2022] Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object Detection
Repositories
39No description provided.
🌕 [CVPR 2025] Luminance-GS: Adapting 3D Gaussian Splatting to Challenging Lighting Conditions with View-Adaptive Curve Adjustment
🌕 [BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-processing.
📷 [ECCV 2024] RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images
🌕 [AAAI 2024] Aleth-NeRF: Illumination Adaptive NeRF with Concealing Field Assumption (Low-light enhance / Exposure correction + NeRF)
🌕 [ICCV 2021] Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection. A self-supervised learning way for low-light image object detection.
Calculation PSNR/ SSIM/ LPIPS on pytorch.
Reference code for the paper: "Raw-JPEG Adapter: Efficient Raw Image Compression with JPEG." Learnable, invertible raw-to-JPEG pre-processing with parameters stored in the JPEG COM (<64 KB), enabling accurate raw reconstruction with much smaller files.
[CVPR 2025 Best Paper Award] VGGT: Visual Geometry Grounded Transformer
📷 [ECCV 2022] Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object Detection
No description provided.
This is a resouce list for low light image enhancement
WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].
[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR
No description provided.
camera pipeline
A python package to process raw and dng file, supporting demosaicing with gamma correction.
A General NeRF Acceleration Toolbox in PyTorch.
No description provided.
Colour Science for Python
No description provided.
Instant neural graphics primitives: lightning fast NeRF and more
MINER: Multiscale Implicit Neural Representation
Simple project webpage template. Originally used in Colorful Image Colorization. ECCV, 2016.
ReconfigISP: Reconfigurable Camera Image Processing Pipeline
No description provided.
[ICLR2022] official implementation of UniFormer
Official PyTorch implementation of "Extract Free Dense Labels from CLIP" (ECCV 22 Oral)
No description provided.
Corruption and Perturbation Robustness (ICLR 2019)