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Binary Segmentation Based Class Extension in Semantic Image Segmentation Using Convolutional Neural Networks PROCEEDINGS ARTICLE published October 2018 in 2018 25th IEEE International Conference on Image Processing (ICIP) |
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Nv-Net: Efficient infrared image segmentation with convolutional neural networks in the low illumination environment JOURNAL ARTICLE published March 2020 in Infrared Physics & Technology |
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CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation PROCEEDINGS ARTICLE published August 2023 in Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence |
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Glioblastomas brain Tumor Segmentation using Optimized U-Net based on Deep Fully Convolutional Networks (D-FCNs) PROCEEDINGS ARTICLE published September 2020 in 2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP) |
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KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation JOURNAL ARTICLE published April 2022 in IEEE Transactions on Medical Imaging Research funded by NSF (1910141) |
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SACNet: Shuffling atrous convolutional U‐Net for medical image segmentation JOURNAL ARTICLE published March 2023 in IET Image Processing Research funded by National Natural Science Foundation of China (U21B2038,62172022,61876012) | Natural Science Foundation of Beijing Municipality (4202003) |
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Cascaded Fully Convolutional Networks for automatic prenatal ultrasound image segmentation PROCEEDINGS ARTICLE published April 2017 in 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) |
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Convolutional neural networks for image synthesis BOOK CHAPTER published 2022 in Biomedical Image Synthesis and Simulation |
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Mpaf-Net: Medical Image Segmentation Based on Multi-Scale Attention Fusion Convolutional Neural Network POSTED CONTENT published |
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M-net: A Convolutional Neural Network for deep brain structure segmentation PROCEEDINGS ARTICLE published April 2017 in 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) |
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Internet service for wound area measurement using digital planimetry with adaptive calibration and image segmentation with deep convolutional neural networks JOURNAL ARTICLE published January 2023 in Biocybernetics and Biomedical Engineering |
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Deriving external forces via convolutional neural networks for biomedical image segmentation JOURNAL ARTICLE published 1 August 2019 in Biomedical Optics Express Research funded by International Cooperation Project of Ministry of Science and Technology (2016YFE010770) | National Basic Research Program of China (973 Program) (2014CB748600) | National Natural Science Foundation of China (NSFC) (81371629,61401293,61401294,61601317,61771326,81401472) | National Nature Science Foundation of China for Excellent Young Scholars (61622114) |
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Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks PROCEEDINGS ARTICLE published 2020 in Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies |
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Rbvs-Net: A Robust Convolutional Neural Network For Retinal Blood Vessel Segmentation PROCEEDINGS ARTICLE published October 2020 in 2020 IEEE International Conference on Image Processing (ICIP) |
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Graph Convolutional Networks with Spatial and Channel Attention for Medical Image Segmentation POSTED CONTENT published |
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Improving Dermoscopic Image Segmentation With Enhanced Convolutional-Deconvolutional Networks JOURNAL ARTICLE published March 2019 in IEEE Journal of Biomedical and Health Informatics |
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Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks PROCEEDINGS ARTICLE published 2020 in Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies |
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Graph Convolutional Networks for Semi-Supervised Image Segmentation JOURNAL ARTICLE published 2022 in IEEE Access |
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ERCU-Net: segmentation of road potholes using enhanced residual convolutional block based on U-Net for ADAS JOURNAL ARTICLE published 24 April 2024 in Signal, Image and Video Processing |
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Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation PROCEEDINGS ARTICLE published June 2018 in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition |