hardmaru: Learning to See Through Obstructions
Remove unwanted obstructions such as reflections, fence or raindrops, from a short sequence of images captured by a moving camera. Training on synthetic data transfers well to real images.
pdf https://arxiv.org/abs/2004.01180 https://t.co/itWRmVwG9v
7 replies, 514 likes
roadrunner01: Learning to See Through Obstructions
project page: https://www.cmlab.csie.ntu.edu.tw/~yulunliu/ObstructionRemoval
github: https://github.com/alex04072000/ObstructionRemoval https://t.co/ekntI0Zw4Y
0 replies, 59 likes
Dat Tran: Really cool new project: "Learning to See Through Obstructions" which removes unwanted obstructions, such as window reflections, fence occlusions or raindrops, from a short sequence of images captured by a moving camera.
📝 Paper: https://arxiv.org/abs/2004.01180 https://t.co/uSRQ3XrsRd
0 replies, 22 likes
Jia-Bin Huang: Key improvements over https://arxiv.org/abs/2004.01180:
- support arbitrary number of input images (>1)
- data augmentation for improved generalization
- meta-learning for faster/better test-time optimization
- new challenging data for reflection/fence removal
- a funky name 😎
1 replies, 6 likes
emmi: Most ppl think AI is something much grander than it is. Most research is just nitpicking some problem like this or another I saw about parsing text about time. But the conclusion will b v comprehensive and versatile data pipelines.
0 replies, 4 likes
arXiv CS-CV: Learning to See Through Obstructions http://arxiv.org/abs/2004.01180
0 replies, 2 likes
André David: This looks very promising for HEP applications, doesn’t it? #MachineLearning
0 replies, 2 likes
Edgar Navarro: A research team at Cornell University invented a new deep learning algorithm: "Learning to See Through Obstructions". It removes unwanted obstructions, such as window reflections, or raindrops, from a short sequence of images captured by a moving camera.
1 replies, 0 likes
Found on Apr 07 2020 at https://arxiv.org/pdf/2004.01180.pdf