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Weixiang Yang

2 accepted papers

2021

From Contexts to Locality: Ultra-High Resolution Image Segmentation via Locality-Aware Contextual Correlation

Qi Li, Weixiang Yang, Wenxi Liu, Yuanlong Yu, Shengfeng He
ICCV 2021poster

Ultra-high resolution image segmentation has raised increasing interests in recent years due to its realistic applications. In this paper, we innovate the widely used high-resolution image segmentation pipeline, in which an ultra-high resolution image is partitioned into regular patches for local se…

Cited by 59PDF ↗code ↗Scholar ↗
2021

Projecting Your View Attentively: Monocular Road Scene Layout Estimation via Cross-View Transformation

Weixiang Yang, Qi Li, Wenxi Liu, Yuanlong Yu, Yuexin Ma, Shengfeng He +1
CVPR 2021poster

HD map reconstruction is crucial for autonomous driving. LiDAR-based methods are limited due to the deployed expensive sensors and time-consuming computation. Camera-based methods usually need to separately perform road segmentation and view transformation, which often causes distortion and the abse…

Cited by 115PDF ↗code ↗Scholar ↗