Search Results for author: Junfeng Luo

Found 8 papers, 2 papers with code

3rd Place Solution for PVUW Challenge 2023: Video Panoptic Segmentation

no code implementations11 Jun 2023 Jinming Su, Wangwang Yang, Junfeng Luo, Xiaolin Wei

In our solution, we regard the video panoptic segmentation task as a segmentation target querying task, represent both semantic and instance targets as a set of queries, and then combine these queries with video features extracted by neural networks to predict segmentation masks.

Instance Segmentation Segmentation +3

Motion-state Alignment for Video Semantic Segmentation

no code implementations18 Apr 2023 Jinming Su, Ruihong Yin, Shuaibin Zhang, Junfeng Luo

In recent years, video semantic segmentation has made great progress with advanced deep neural networks.

Semantic Segmentation Video Semantic Segmentation

InsCon:Instance Consistency Feature Representation via Self-Supervised Learning

no code implementations15 Mar 2022 Junwei Yang, Ke Zhang, Zhaolin Cui, Jinming Su, Junfeng Luo, Xiaolin Wei

On the other hand, InsCon introduces the pull and push of cell-instance, which utilizes cell consistency to enhance fine-grained feature representation for precise boundary localization.

Contrastive Learning Image Classification +6

Structure Guided Lane Detection

1 code implementation12 May 2021 Jinming Su, Chao Chen, Ke Zhang, Junfeng Luo, Xiaoming Wei, Xiaolin Wei

Next, multi-level structural constraints are used to improve the perception of lanes.

Autonomous Driving Lane Detection

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