😀Overview
Deep learning papers notes sharing, especially for image forgery detection and localization
Newly added papers will be organized at the top of every category now.
Related
Research Methods (public information summery)
Basics
Backbone
骨干网络,多为图像分类的网络。
Image Tampering
图像篡改检测定位
Image Editing
CNN-synthesized
Some of the above papers also contain methods to detect tampered images generated by GANs or DMs for synthetic images
Image Splicing
图像的拼接篡改检测定位
Image Harmonization
图像协调化
Face Forgery
人脸篡改,篡改方法以及检测问题
Copy Move
复制移动篡改定位问题
Tamper Text in Detection
图像中的文本篡改检测问题 (parts of)
Low Level Vision
Related resources:
Low-level tasks include super-resolution, denoise, dehze, low-light enhancement, etc. High-level tasks include classification, detection, segmentation, etc. segmentation, and so on. However, the ones I have listed here are probably still mainly related to tampering detection.
Testing the new layout of paper title.
📖Paper, 👨💻Code, 📦Dataset, 🔗Other links, 📜News,
*Equal contribution. #Corresponding author.
Image Matching
特征匹配,图像匹配问题。
Object Detection
目标检测,包括伪装物体目标检测和突出目标检测,COD以及SOD。
Semantic Segmentation
语义分割,将图片中完整语义(具有标签或者类别)的部分分割出来。不仅要进行目标检测检测到图像中的物体,还需要对每个像素分类。
Anomaly Detection
异常检测,通常用于发现与正常模式或预期模式不符的图像与视频。
Useful Links
CVPR 2024 Accepted Papers https://cvpr2023.thecvf.com/Conferences/2024/AcceptedPapers
ICLR 2024 Papers List https://openreview.net/group?id=ICLR.cc/2024/Conference
WACV 2024 Papers https://openaccess.thecvf.com/WACV2024
MM 2023 Proceedings https://dl.acm.org/doi/proceedings/10.1145/3581783
ICML 2023 https://dblp.org/db/conf/icml/icml2023.html
ICCV 2023 Paper List https://huggingface.co/spaces/ICCV2023/ICCV2023-papers
IJCAI 2023 Accepted Papers List https://ijcai-23.org/main-track-accepted-papers/
ECCV 2022 Accepted papers https://eccv2022.ecva.net/program/accepted-papers/
SIGGRAPH unofficial https://kesen.realtimerendering.com/ eg SIGGRAPH 2023 https://kesen.realtimerendering.com/sig2023.html
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