| 일 | 월 | 화 | 수 | 목 | 금 | 토 |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | 3 | 4 | 5 | 6 | 7 | 8 |
| 9 | 10 | 11 | 12 | 13 | 14 | 15 |
| 16 | 17 | 18 | 19 | 20 | 21 | 22 |
| 23 | 24 | 25 | 26 | 27 | 28 | 29 |
| 30 | 31 |
Tags
- conditional diffusion
- deepfake detection
- daod
- ssda-yolo
- object detection
- Triplet
- unconditional generative models
- face forgery detection
- ML
- ddrm
- ddpm
- stochastic contraction theory
- neighboring pixel relationships
- diffpir
- Ai
- diffusion
- IR
- ddim
- linear inverse problem
- hqs-algorithm
- ccdf
- semi-supervied learning
- unconditional ddpm
- fourmer
- pedestrian detection
- f2dnet
- facenet
- image restoration
- focal detection network
- ilvr
Archives
- Today
- Total
목록Fourier Transform (1)
Stand on the shoulders of giants
[paper review] Fourmer: An Efficient Global Modeling Paradigm for Image Restoration
Main IdeaKeyword : Fourier transformation을 이용한 image restorationFourier transform을 사용하면general image restoration prior를 줄 수 있음.image degradation을 disentangle할 수 있음.global properties + intrinsic priorDFT 특성 👍Amplitude component가 결정적이기때문에, amplitude와 phase component를 swap하면 degradation이 clear version으로 transferred됨.degradation은 주로 amplitude component에서 일어나고 이때 fourier transform을 사용해 image degrada..
Paper reviews
2024. 3. 8. 11:36