README.md

Natural Image Matting via Guided Contextual Attention

Introduction

@inproceedings{li2020natural,
  title={Natural Image Matting via Guided Contextual Attention},
  author={Li, Yaoyi and Lu, Hongtao},
  booktitle={Association for the Advancement of Artificial Intelligence (AAAI)},
  year={2020}
}

Results and Models

Method	SAD	MSE	GRAD	CONN	Download
baseline (paper)	40.62	0.0106	21.53	38.43	-
GCA (paper)	35.28	0.0091	16.92	32.53	-
baseline (our)	36.50	0.0090	17.40	34.33	model | log
GCA (our)	34.77	0.0080	16.33	32.20	model | log

More results

Method	SAD	MSE	GRAD	CONN	Download
baseline (with DIM pipeline)	49.95	0.0144	30.21	49.67	model | log
GCA (with DIM pipeline)	49.42	0.0129	28.07	49.47	model | log