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Deep learning with laser-induced breakdown spectroscopy (LIBS) for the classification of rocks based on elemental imaging 期刊论文
Applied Geochemistry, 2022, 卷号: 136, 页码: 1-10
Authors:  Chen T(陈彤);  Sun LX(孙兰香);  Yu HB(于海斌);  Wang W(汪为);  Qi LF(齐立峰);  Zhang P(张鹏);  Zeng P(曾鹏)
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Data augmentation  Inception-v3 net  LIBS-Based imaging  Rock classification  Transfer learning  
Tracking-by-Counting: Using Network Flows on Crowd Density Maps for Tracking Multiple Targets 期刊论文
IEEE Transactions on Image Processing, 2021, 卷号: 30, 页码: 1439-1452
Authors:  Ren WH(任卫红);  Wang, Xinchao;  Tian JD(田建东);  Tang YD(唐延东);  Chan, Antoni B.
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People tracking  crowd density map  multiple people tracking  flow tracking  
Recurrent Generative Adversarial Network for Face Completion 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 429-442
Authors:  Wang Q(王强);  Fan HJ(范慧杰);  Sun G(孙干);  Ren WH(任卫红);  Tang YD(唐延东)
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Face  Feature extraction  Recurrent neural networks  Generative adversarial networks  Semantics  Image restoration  Gallium nitride  Recurrent neural network  generative adversarial network  face completion  short link  
Multi-Scale Context-Guided Deep Network for Automated Lesion Segmentation with Endoscopy Images of Gastrointestinal Tract 期刊论文
IEEE Journal of Biomedical and Health Informatics, 2021, 卷号: 25, 期号: 2, 页码: 514-525
Authors:  Wang S(王帅);  Cong Y(丛杨);  Zhu, Hancan;  Chen, Xianyi;  Qu LQ(屈靓琼);  Fan HJ(范慧杰);  Zhang, Qiang;  Liu, Mingxia
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Multi-scale Context  fully convolutional network  lesion segmentation  endoscopy image  gastrointestinal tract  
A Comprehensive Review of Markov Random Field and Conditional Random Field Approaches in Pathology Image Analysis 期刊论文
Archives of Computational Methods in Engineering, 2021, 页码: 1-31
Authors:  Li, Yixin;  Li, Chen;  Li, Xiaoyan;  Wang K(王锴);  Rahaman, Md Mamunur;  Sun, Changhao;  Chen, Hao;  Wu, Xinran;  Zhang, Hong;  Wang, Qian
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Multilevel feature fusion dilated convolutional network for semantic segmentation 期刊论文
International Journal of Advanced Robotic Systems, 2021, 卷号: 18, 期号: 2, 页码: 1-12
Authors:  Ku T(库涛);  Yang QR(杨琦瑞);  Zhang H(张浩)
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Semantic segmentation  convolutional neural network  deep learning  computer vision  robot vision  
Automated Segmentation of Fetal Ultrasound Images Using Feature Attention Supervised Network 期刊论文
ULTRASOUND QUARTERLY, 2021, 卷号: 37, 期号: 3, 页码: 278-286
Authors:  Liu PF(刘鹏飞);  Zhao HC(赵怀慈);  Li PX(李培玄)
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fetal head measurement  fetal abdomen measurement  ultrasound image segmentation  attention mechanism  deep supervision  
Visual-Tactile Fused Graph Learning for Object Clustering 期刊论文
IEEE Transactions on Cybernetics, 2021, 页码: 1-15
Authors:  Zhang T(张涛);  Cong Y(丛杨);  Sun G(孙干);  Dong JH(董家华)
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Clustering  graph learning  unsupervised learning  visual-tactile fused sensing  
An Automatic Glioma Segmentation System Using a Multilevel Attention Pyramid Scene Parsing Network 期刊论文
CURRENT MEDICAL IMAGING, 2021, 卷号: 17, 期号: 6, 页码: 751-761
Authors:  Zhang, Zhenyu;  Gao, Shouwei;  Huang Z(黄钲)
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Gliomas  segmentation  magnetic resonance imaging  MLAPSPNet  attention gates  feature fusion  context  
A two-stage temporal proposal network for precise action localization in untrimmed video 期刊论文
International Journal of Machine Learning and Cybernetics, 2021, 卷号: 12, 期号: 8, 页码: 2199-2211
Authors:  Wang F(王斐);  Wang, Guorui;  Du, Yuxuan;  He, Zhenquan;  Jiang Y(姜勇)
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Action detection  Correctness discriminator  Extended context pooling  Temporal context regression