Multi-Purpose Image Deraining (MPID)

by Siyuan Li,Iago Breno Araujo,Wenqi Ren,Zhangyang Wang,Eric K. Tokuda,Roberto Hirata Junior,Roberto Cesar-Junior,Jiawan Zhang,Xiaojie Guo,Xiaochun CaoResearch Only

Multi-Purpose Image Deraining (MPID)

We present a comprehensive study and evaluation of existing single image deraining algorithms, using a new large-scale benchmark consisting of both synthetic and real-world rainy images.This dataset highlights diverse data sources and image contents, and is divided into three subsets (rain streak, rain drop, rain and mist), each serving different training or evaluation purposes. We further provide a rich variety of criteria for dehazing algorithm evaluation, ranging from full-reference metrics, to no-reference metrics, to subjective evaluation and the novel task-driven evaluation.

Dataset Attributes

Label SVG
TasksGANs
Label SVG
CategoriesDenoising, Rain, Weather
Label SVG
SensorWeb Graphics