ISTD stands for Image Shadow Triplets dataset, which is a dataset about image shadow understanding, containing 1,870 image triplets (shadow image, shadow mask image, shadow-free image) in 135 scenes. This dataset can be used to study shadow detection and shadow removal multi-task learning.

Citation

@inproceedings{wang2018STCGAN, author = {Wang, Jifeng and Li, Xiang and Yang, Jian} title = {Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal}, booktitle = {CVPR}, year = {2018} }