Search Results for author: Yansong Peng

Found 3 papers, 3 papers with code

Event-assisted Low-Light Video Object Segmentation

1 code implementation2 Apr 2024 Hebei Li, Jin Wang, Jiahui Yuan, Yue Li, Wenming Weng, Yansong Peng, Yueyi Zhang, Zhiwei Xiong, Xiaoyan Sun

In the realm of video object segmentation (VOS), the challenge of operating under low-light conditions persists, resulting in notably degraded image quality and compromised accuracy when comparing query and memory frames for similarity computation.

Object Semantic Segmentation +2

Scene Adaptive Sparse Transformer for Event-based Object Detection

1 code implementation2 Apr 2024 Yansong Peng, Hebei Li, Yueyi Zhang, Xiaoyan Sun, Feng Wu

However, they display inadequate sparsity and adaptability when applied to event-based object detection, since these approaches cannot balance the fine granularity of token-level sparsification and the efficiency of window-based Transformers, leading to reduced performance and efficiency.

Object object-detection +1

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