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Xingyu Liao

2 accepted papers

2024

PanoOcc: Unified Occupancy Representation for Camera-based 3D Panoptic Segmentation

CVPR 2024poster

Comprehensive modeling of the surrounding 3D world is crucial for the success of autonomous driving. However existing perception tasks like object detection road structure segmentation depth & elevation estimation and open-set object localization each only focus on a small facet of the holistic 3D s…

2021

Learning Instance-Level Spatial-Temporal Patterns for Person Re-Identification

ICCV 2021poster

Person re-identification (Re-ID) aims to match pedestrians under dis-joint cameras. Most Re-ID methods formulate it as visual representation learning and image search, and its accuracy is consequently affected greatly by the search space. Spatial-temporal information has been proven to be efficient…

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