Noise reduction
Noise reduction is the process of removing noise from a signal.
All signal processing devices, both analog and digital, have traits that make them susceptible to noise. Noise can be random or white noise with an even frequency distribution, or frequency dependent noise introduced by a device's mechanism or signal processing algorithms.
Audio
Image
Denoising Light
- How could I remove reflected light or glare from an image?
- Removing Glare from Image
- [추천] Stackoverflow - How to remove light's deflections (closed)
Removing Motion Blur
영상의 잔상(모션 블러)를 제거하는 방법에 대한 내용.
- From Motion Blur to Motion Flow - a Deep Learning Solution for Removing Heterogeneous Motion Blur
- https://donggong1.github.io/blur2mflow
- https://github.com/donggong1/motion-flow-syn
-
Gong_From_Motion_Blur_CVPR_2017_paper.pdf
- Motion Deblurring in the Wild
- https://arxiv.org/abs/1701.01486
-
1701.01486.pdf
Removing lamp light
자동차 헤드 라이트(빛)를 제거하는 방법에 대한 내용.
- An Effective Method of Head lamp and Tail Lamp Recognition for Night Time Vehicle Detection
- https://waset.org/publications/8270/an-effective-method-of-head-lamp-and-tail-lamp-recognition-for-night-time-vehicle-detection
-
An-Effective-Method-of-Head-Lamp-and-Tail-Lamp-Recognition-for-Night-Time-Vehicle-Detection.pdf
- Vehicle Detection under Day and Night Illumination
- http://imagelab.ing.unimore.it/imagelab/pubblicazioni/iia1999.pdf
- Car Type Recognition with Deep Neural Networks
- https://arxiv.org/pdf/1602.07125.pdf
Remove Noise
노이즈 제거 방법.
- Noise2Noise - Learning Image Restoration without Clean Data
- https://arxiv.org/pdf/1803.04189.pdf
-
1803.04189.pdf - https://news.developer.nvidia.com/ai-can-now-fix-your-grainy-photos-by-only-looking-at-grainy-photos/
Remove Object
- https://github.com/VPanjeta/Deep-Object-Removal
- Image completion is a challenging problem because it requires a high-level recognition of scenes. This project tries to achieve object removal from images and get the base image reconstructed based on surrounding colours and objects using conditional GANs.
- https://github.com/VPanjeta/Deep-Object-Removal
Remove Reflection
- Single Image Reflection Separation with Perceptual Losses
- https://github.com/ceciliavision/perceptual-reflection-removal
- https://arxiv.org/abs/1806.05376