H
Haopeng Zhang
Researcher at Beihang University
Publications - 92
Citations - 1331
Haopeng Zhang is an academic researcher from Beihang University. The author has contributed to research in topics: Pose & Computer science. The author has an hindex of 15, co-authored 84 publications receiving 794 citations. Previous affiliations of Haopeng Zhang include Chinese Ministry of Education.
Papers
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Feature extraction from histopathological images based on nucleus-guided convolutional neural network for breast lesion classification
TL;DR: A novel nucleus-guided feature extraction framework based on convolutional neural network is proposed for histopathological images and achieves a better classification performance for breast lesions than the compared state-of-the-art methods.
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Histopathological Whole Slide Image Analysis Using Context-Based CBIR
TL;DR: This paper proposes a novel aided-diagnosis framework of breast cancer using whole slide images, which shares the advantages of both HIC and CBHIR and is validated on fully annotated WSI data sets of breast tumors.
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Ship detection in optical remote sensing images based on deep convolutional neural networks
TL;DR: Experimental results demonstrate that the proposed fast and robust ship detection algorithm is more efficient and achieves higher detection accuracy and more precise bounding boxes in different complex backgrounds.
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Dehazing for Multispectral Remote Sensing Images Based on a Convolutional Neural Network With the Residual Architecture
TL;DR: Experimental results show that the proposed dehazing method can accurately remove the haze in each band of multispectral images under different scenes.
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Adaptive color deconvolution for histological WSI normalization.
TL;DR: The proposed novel adaptive color deconvolution (ACD) algorithm can be efficiently solved and is effective to improve the performance of cancer image recognition, which is adequate for developing automatic CAD programs and systems based on WSIs.