Search Results for author: Yingjie Zhai

Found 4 papers, 4 papers with code

BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy Network

1 code implementation ECCV 2020 Deng-Ping Fan, Yingjie Zhai, Ali Borji, Jufeng Yang, Ling Shao

In particular, we 1) propose a bifurcated backbone strategy (BBS) to split the multi-level features into teacher and student features, and 2) utilize a depth-enhanced module (DEM) to excavate informative parts of depth cues from the channel and spatial views.

object-detection RGB-D Salient Object Detection +1

No Time to Waste: Squeeze Time into Channel for Mobile Video Understanding

2 code implementations14 May 2024 Yingjie Zhai, Wenshuo Li, Yehui Tang, Xinghao Chen, Yunhe Wang

In this paper, we propose to squeeze the time axis of a video sequence into the channel dimension and present a lightweight video recognition network, term as \textit{SqueezeTime}, for mobile video understanding.

Action Detection Video Recognition +1

Context-Guided Spatial Feature Reconstruction for Efficient Semantic Segmentation

1 code implementation10 May 2024 ZhenLiang Ni, Xinghao Chen, Yingjie Zhai, Yehui Tang, Yunhe Wang

Specifically, it achieves $43. 6\%$ mIoU on ADE20K with only $4. 0$ GFLOPs, which is $0. 9\%$ and $2. 5\%$ mIoU better than SeaFormer and SegNeXt but with about $38. 0\%$ fewer GFLOPs.

Semantic Segmentation

Bifurcated backbone strategy for RGB-D salient object detection

2 code implementations6 Jul 2020 Yingjie Zhai, Deng-Ping Fan, Jufeng Yang, Ali Borji, Ling Shao, Junwei Han, Liang Wang

In particular, first, we propose to regroup the multi-level features into teacher and student features using a bifurcated backbone strategy (BBS).

Object object-detection +3

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