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  • ISSN  1006-8961

  • CN    11-3758/TB

  • CODEN  ZTTXFZ

  • Superintended by Chinese Academy of Sciences

  • Sponsored by RADI, CSIG & IAPCN

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About the Journal

Journal of image and Graphics(JIG) is a peer-reviewed monthly periodical, JIG is an open forum and platform which aims to present all key aspects, theoretical and practical, of a broad interest in computer engineering, technology and science in China since 1996. Its main areas include, but are not limited to, state-of-the-art techniques and high-level research in the areas of image analysis and recognition, image interpretation and computer visualization, computer graphics, virtual reality, system simulation, animation, and other hot topics to meet different application requirements in the fields of urban planning, public security, network communication, national defense, aerospace, environmental change, medical diagnostics, remote sensing, surveying and mapping, and others.
  • Current Issue
  • Online First

  • doi: 16-09-2021 429 140

Review

  • Deep-learning based medical image registration pathway: towards unsupervised learning Ma Lufan, Luo Feng, Yan Jiangpeng, Xu Zhe, Luo Jie, Li Xiudoi:10.11834/jig.200361 16-09-2021 726 271
  • U-Net and its applications in medical image segmentation: a review Zhou Tao, Dong Yali, Huo Bingqiang, Liu Shan, Ma Zongjundoi:10.11834/jig.200704 16-09-2021 672 300
  • Deep learning-based medical images analysis evolved from convolution to graph convolution Tang Chaosheng, Hu Chaochao, Sun Junding, Sima Haifengdoi:10.11834/jig.200666 16-09-2021 707 299
  • Research on pixel-level image fusion based on multi-scale transformation: progress application and challenges Zhou Tao, Liu Shan, Dong Yali, Huo Bingqiang, Ma Zongjundoi:10.11834/jig.200803 16-09-2021 385 242

Dataset

  • Pulmonary image anatomical structure segmentation dataset and applications Tan Wenjun, Li Xiaoshuo, Zhou Qinghua, Liu Pan, Yang Jinzhudoi:10.11834/jig.210130 16-09-2021 328 173

Computerd Tomography Image

  • LFSCA-UNet: liver fibrosis region segmentation network based on spatial and channel attention mechanisms Chen Hongyang, Gao Jingyang, Zhao Di, Wu Ji, Chen Jinjun, Quan Xianyue, Li Xinming, Xue Feng, Zhou Muyao, Bai Bingbingdoi:10.11834/jig.210236 16-09-2021 341 188
  • Integrated context and multi-scale features in thoracic organs segmentation Ji Shuying, Xiao Zhiyongdoi:10.11834/jig.200558 16-09-2021 245 146
  • The integration of attention mechanism and dense atrous convolution for lung image segmentation Guo Ning, Bai Zhengyaodoi:10.11834/jig.200429 16-09-2021 276 125
  • Detection of pulmonary nodules in CT images by combining an attention mechanism and a feature pyramid network Zhang Fuling, Zhang Shaomin, Zhi Lijia, Zhou Taodoi:10.11834/jig.210160 16-09-2021 280 193
  • Ground-glass opacity target detection in CT scans based on improved Faster R-CNN model Yang Shuying, Deng Dongsheng, Zheng Qingchundoi:10.11834/jig.200544 16-09-2021 244 119
  • Multi-scale bone lesion detection based on attention mechanism and deformable convolution Fang Cheng, Bai Zhengyaodoi:10.11834/jig.200476 16-09-2021 238 152

Magnetic Resonance Image

  • Semantic Laplacian pyramids network for multicenter breast tumor segmentation Wang Li, Cao Ying, Guo Shunchao, Tang Lei, Kuai Zixiang, Wang Rongpin, Wang Lihuidoi:10.11834/jig.210138 16-09-2021 195 224
  • U-Net segmentation model of brain tumor MR image based on attention mechanism and multi-view fusion Luo Kaikai, Wang Ting, Ye Fangfangdoi:10.11834/jig.200584 16-09-2021 231 148
  • Multimodal brain image registration with integrated attention augmentation and dual similarity guidance Tian Lili, Cheng Xinyu, Tang Kun, Zhang Jian, Wang Lihuidoi:10.11834/jig.200657 16-09-2021 196 140
  • LRUNet: a lightweight rapid semantic segmentation network for brain tumors He Kanghui, Xiao Zhiyongdoi:10.11834/jig.200436 16-09-2021 221 174
  • Adaptive multi-modality fusion network for glioma grading Wang Li, Cao Ying, Tian Lili, Chen Qijian, Guo Shunchao, Zhang Jian, Wang Lihuidoi:10.11834/jig.200744 16-09-2021 217 120

Research and Application

  • Mirror convolutional neural network for motor imagery electroencephalogram recognition Luo Jing, Wang Yaojie, Liu Guangming, Wang Xiaofan, Lu Xiaofeng, Hei Xinhongdoi:10.11834/jig.210072 16-09-2021 308 160
  • Colorectal lesion classification of endoscopic images based on priori weight shared codebook application Zhu Tingwei, Li Sheng, He Xiongxiongdoi:10.11834/jig.200845 16-09-2021 193 131
  • The fusing of dilated convolution and attention for segmentation of gastric cancer tissue sections Chen Yingsi, Li Han, Zhou Xueting, Wan Chengdoi:10.11834/jig.200765 16-09-2021 207 136
  • Optic disc detection based on visual saliency in fundus image Lyu Pengfei, Wang Ying, Wang Siqi, Yu Xiaosheng, Wu Chengdongdoi:10.11834/jig.200444 16-09-2021 279 148

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