Deep Photo Cropper and Enhancement
ICIP 2020Amir Mazaheri, Mubarak Shah
Deep Photo Cropper and Enhancement
2019 – 2020
Dual deep networks for precise cropping and super-resolution enhancement of embedded images.
image-processingsuper-resolutionspatial-transformers
Developed an innovative image enhancement pipeline using dual deep networks: a spatial transformer network for precise cropping of embedded images, followed by a super-resolution network for quality enhancement. Introduced a novel dataset to demonstrate qualitative and quantitative improvements in image processing.