2.5k citations · 2.7k across the 7 of their papers we have counts for
3 papers · 1 filter
WebSeg: Learning Semantic Segmentation from Web Searches
Qibin Hou, Ming-Ming Cheng, Jiangjiang Liu +1
In this paper, we improve semantic segmentation by automatically learning from Flickr images associated with a particular keyword, without relying on any explicit user annotations,…
Three Birds One Stone: A General Architecture for Salient Object Segmentation, Edge Detection and Skeleton Extraction
Qibin Hou, Jiang-Jiang Liu, Ming-Ming Cheng +2
In this paper, we aim at solving pixel-wise binary problems, including salient object segmentation, skeleton extraction, and edge detection, by introducing a unified architecture.…
Salient Objects in Clutter: Bringing Salient Object Detection to the Foreground
Deng-Ping Fan, Ming-Ming Cheng, Jiang-Jiang Liu +3
We provide a comprehensive evaluation of salient object detection (SOD) models. Our analysis identifies a serious design bias of existing SOD datasets which assumes that each image…