7 citations · 9 across the 4 of their papers we have counts for
4 papers
Capturing Omni-Range Context for Omnidirectional Segmentation
Kailun Yang, Jiaming Zhang, Simon Reiß +2
Convolutional Networks (ConvNets) excel at semantic segmentation and have become a vital component for perception in autonomous driving. Enabling an all-encompassing view of street…
Perception Framework through Real-Time Semantic Segmentation and Scene Recognition on a Wearable System for the Visually Impaired
Yingzhi Zhang, Haoye Chen, Kailun Yang +2
As the scene information, including objectness and scene type, are important for people with visual impairment, in this work we present a multi-task efficient perception system for…
Panoptic Lintention Network: Towards Efficient Navigational Perception for the Visually Impaired
Wei Mao, Jiaming Zhang, Kailun Yang +1
Classic computer vision algorithms, instance segmentation, and semantic segmentation can not provide a holistic understanding of the surroundings for the visually impaired. In this…
Can we cover navigational perception needs of the visually impaired by panoptic segmentation?
Wei Mao, Jiaming Zhang, Kailun Yang +1
Navigational perception for visually impaired people has been substantially promoted by both classic and deep learning based segmentation methods. In classic visual recognition met…