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[期刊论文] 作者：Hanqing SUN,Yanwei PANG,,
来源：Science China(Information Sciences) 年份：2018
Dear editor,Deep convolutional neural networks (CNNs) have become the dominant approach in various computer vision tasks such as image classification [1–4]. Despite the success of CNNs, it is impeded...
[期刊论文] 作者：Zhijie ZHANG,Yanwei PANG,,
来源：Science China(Information Sciences) 年份：2020
Semantic segmentation is a fundamental task in image analysis. The issue of semantic segmentation is to extract discriminative features for distinguishing different objects and recognizing hard exampl...
[期刊论文] 作者：Xiang BAI,Yanwei PANG,Guofeng ZHANG,,
来源：Science China(Information Sciences) 年份：2020
Deep learning has achieved great successes in many research areas. In particular, remarkable progresses have been made in the field of computer vision. This special focus, which will also appear in th...
[期刊论文] 作者：Yanwei PANG,Xiang BAI,Guofeng ZHANG,,
来源：Science China(Information Sciences) 年份：2019
Deep learning-based computer vision plays an increasingly important role in developing the highperformance intelligent perception systems such as self-driving vehicles, unmanned surface vehicles,robot...
[期刊论文] 作者：Shuai MA,Yanwei PANG,Jing PAN,Ling SHAO,,
来源：Science China(Information Sciences) 年份：2020
Great success of scene parsing(also known as, semantic segmentation) has been achieved with the pipeline of fully convolutional networks(FCNs). Nevertheless, there are a lot of segmentation failures c...
[期刊论文] 作者：Zhong JI,Jiangtao YAN,Qiang WANG,Yanwei PANG,Xuelong LI,,
来源：Science China(Information Sciences) 年份：2021
One key challenge in zero-shot classification(ZSC) is the exploration of knowledge hidden in unseen classes. Generative methods such as generative adversarial networks(GANs) are typically employed to...
[期刊论文] 作者：Jin XIE,Yanwei PANG,Hisham CHOLAKKAL,Rao ANWER,Fahad KHAN,Ling SHAO,,
来源：Science China(Information Sciences) 年份：2021
Detecting pedestrians, especially under heavy occlusion, is a challenging computer vision problem with numerous real-world applications. This paper introduces a novel approach, termed as PSC-Net,for o...
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