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Object Relations Focused Siamese Network for Remote Sensing Image Change Detection

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  1. Chapter and Conference Paper

    Simultaneous Segmentation of Multiple Regions in 3D Bladder MRI by Efficient Convex Optimization of Coupled Surfaces

    Urinary bladder cancer (BC) is a severe common cancer that threatens human health worldwide. The muscle-invasive depth of BC penetrating the bladder wall is a key factor for clinical diagnosis and treatment de...

    **ao-pan Xu, ** Zhang, Yang Liu, Qiang Tian, Guo-peng Zhang in Image and Graphics (2017)

  2. Chapter and Conference Paper

    Joint Craniomaxillofacial Bone Segmentation and Landmark Digitization by Context-Guided Fully Convolutional Networks

    Generating accurate 3D models from cone-beam computed tomography (CBCT) images is an important step in develo** treatment plans for patients with craniomaxillofacial (CMF) deformities. This process often inv...

    Jun Zhang, Mingxia Liu, Li Wang, Si Chen in Medical Image Computing and Computer-Assis… (2017)

  3. 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)

  4. Chapter and Conference Paper

    Compressed Binary Discriminative Feature for Fast UAV Image Registration

    Efficiently UAV images mosaicking is of critical importance for the application of disaster management, in which fast image registration plays an important role. Towards fast and accurate image registration, t...

    Li-Chuan Geng, Ze-xun Geng, Guo-xi Wu in Image and Graphics (2015)

  5. Chapter and Conference Paper

    2D to 3D Image Conversion Based on Classification of Background Depth Profiles

    In this paper, a 2D to 3D stereo image conversion scheme is proposed for 3D content creation. The difficulty in this problem lies on depth estimation/assignment from a mono image, which actually does not have ...

    Guo-Shiang Lin, Han-Wen Liu, Wei-Chih Chen in Advances in Image and Video Technology (2012)