254 citations · 316 across the 5 of their papers we have counts for
5 papers
Minimalist and High-Performance Semantic Segmentation with Plain Vision Transformers
Yuanduo Hong, Jue Wang, Weichao Sun +1
In the wake of Masked Image Modeling (MIM), a diverse range of plain, non-hierarchical Vision Transformer (ViT) models have been pre-trained with extensive datasets, offering new p…
Representation Separation for Semantic Segmentation with Vision Transformers
Yuanduo Hong, Huihui Pan, Weichao Sun +2
Vision transformers (ViTs) encoding an image as a sequence of patches bring new paradigms for semantic segmentation.We present an efficient framework of representation separation i…
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes
Yuanduo Hong, Huihui Pan, Weichao Sun +1
Semantic segmentation is a key technology for autonomous vehicles to understand the surrounding scenes. The appealing performances of contemporary models usually come at the expens…
A CRF-based Framework for Tracklet Inactivation in Online Multi-Object Tracking
Tianze Gao, Huihui Pan, Zidong Wang +1
Online multi-object tracking (MOT) is an active research topic in the domain of computer vision. Although many previously proposed algorithms have exhibited decent results, the iss…
Monocular 3D Object Detection with Sequential Feature Association and Depth Hint Augmentation
Tianze Gao, Huihui Pan, Huijun Gao
Monocular 3D object detection, with the aim of predicting the geometric properties of on-road objects, is a promising research topic for the intelligent perception systems of auton…