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  1. No Access

    Chapter and Conference Paper

    Brain Tumor Segmentation (BraTS) Challenge Short Paper: Improving Three-Dimensional Brain Tumor Segmentation Using SegResnet and Hybrid Boundary-Dice Loss

    The advancements in biotechnology and healthcare have led to the increasing use of artificial intelligence in medical imaging analysis. Recently, image recognition technology such as deep learning has become a...

    Cheyu Hsu, Chunhao Chang, Tom Weiwu Chen in Brainlesion: Glioma, Multiple Sclerosis, S… (2022)

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    Chapter and Conference Paper

    AROA: Attention Refinement One-Stage Anchor-Free Detector for Objects in Remote Sensing Imagery

    Object detection in remote sensing images is a typical computer vision application, which has broad requirements in practice. Recently, attention mechanisms have been widely utilized in a diverse range of visu...

    Xu He, Shi** Ma, Linyuan He, Fei Zhang, Xulun Liu, Le Ru in Image and Graphics (2021)

  3. Chapter and Conference Paper

    Superpixel-Based Saliency Guided Intersecting Cortical Model for Unsupervised Object Segmentation

    Unsupervised object segmentation aims to assign same label to pixels of object region with feature homogeneity, which can be applied to object detection and recognition. Intersecting cortical model (ICM) can s...

    Chen Wang, Linyuan He, Shi** Ma, Shan Gao in Image and Graphics (2019)

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    Chapter and Conference Paper

    Continuous Estimation of Grasp Kinematics with Real-Time Surface EMG Decomposition

    The aim of the study was to apply the real-time surface electromyography (EMG) decomposition to the continuous estimation of grasp kinematics. A real-time decomposition scheme based on the convolutional compen...

    Chen Chen, Shihan Ma, **njun Sheng, **angyang Zhu in Intelligent Robotics and Applications (2019)

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    Chapter and Conference Paper

    Ten-Years Research Progress of Natural Language Understanding Based on Perceptual Formalization

    This paper introduces the research progress of machinery truly understanding of natural language from three aspects. First, this paper explains why to carry out data or feature description by perceptual struct...

    Peihong Huang, Guo-Lei Zheng, Shilong Ma in Intelligence Science II (2018)

  6. Chapter and Conference Paper

    Edge Detection Based on Primary Visual Pathway

    Edge is an important feature and edge detection matters a lot to image processing and pattern recognition. In consideration of high properties of human visual system in image perception, a brain-inspired edge ...

    Chao Lv, Yuelei Xu, Xulei Zhang, Shi** Ma, Shuai Li, Peng **n in Image and Graphics (2017)

  7. Chapter and Conference Paper

    A Novel Algorithm of Image Fusion Based on Non-subsampled Shearlet-Contrast Transform

    To solve the shortcomings of results based on image fusion algorithm, such as lack of contrast and details, we proposed a novel algorithm of image fusion based on non-subsampled Shearlet-contrast transform (NS...

    Dongpeng Wu, Duyan Bi, Linyuan He, Shi** Ma, Zunlin Fan in Image and Graphics (2017)

  8. Chapter and Conference Paper

    TransT: Type-Based Multiple Embedding Representations for Knowledge Graph Completion

    Knowledge graph completion with representation learning predicts new entity-relation triples from the existing knowledge graphs by embedding entities and relations into a vector space. Most existing methods fo...

    Shiheng Ma, Jianhui Ding, Weijia Jia in Machine Learning and Knowledge Discovery i… (2017)

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    Chapter and Conference Paper

    Continuous Summarization for Microblog Streams Based on Clustering

    With rapid growth of information found on microblog services, dynamic summarization of evolving information has become an important task. However, the existing work on continuous microblog stream summarization...

    Qunhui Wu, Jianghua Lv, Shilong Ma in Neural Information Processing (2015)