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Shaochi Hu

2 accepted papers

2021

Fine-Grained Off-Road Semantic Segmentation and Mapping via Contrastive Learning

IROS 2021poster

Road detection or traversability analysis has been a key technique for a mobile robot to traverse complex off-road scenes. The problem has been mainly formulated in early works as a binary classification one, e.g. associating pixels with road or non-road labels. Whereas understanding scenes with fin…

Cited by 34SourceScholar
2020

Cross Scene Prediction via Modeling Dynamic Correlation using Latent Space Shared Auto-Encoders

IROS 2020poster

This work addresses on the following problem: given a set of unsynchronized history observations of two scenes that are correlative on their dynamic changes, the purpose is to learn a cross-scene predictor, so that with the observation of one scene, a robot can onlinely predict the dynamic state of…

Cited by 0SourceScholar