556 citations · 861 across the 15 of their papers we have counts for
4 papers · 1 filter
1st Place Solution for YouTubeVOS Challenge 2022: Referring Video Object Segmentation
Zhiwei Hu, Bo Chen, Yuan Gao +2
The task of referring video object segmentation aims to segment the object in the frames of a given video to which the referring expressions refer. Previous methods adopt multi-sta…
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation
Junjie Li, Zilei Wang, Yuan Gao +1
In unsupervised domain adaptive (UDA) semantic segmentation, the distillation based methods are currently dominant in performance. However, the distillation technique requires comp…
Progressive Self-Distillation for Ground-to-Aerial Perception Knowledge Transfer
Junjie Hu, Chenyou Fan, Mete Ozay +3
We study a practical yet hasn't been explored problem: how a drone can perceive in an environment from different flight heights. Unlike autonomous driving, where the perception is…
Panoptic-PHNet: Towards Real-Time and High-Precision LiDAR Panoptic Segmentation via Clustering Pseudo Heatmap
Jinke Li, Xiao He, Yang Wen +3
As a rising task, panoptic segmentation is faced with challenges in both semantic segmentation and instance segmentation. However, in terms of speed and accuracy, existing LiDAR me…