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Object Reconstruction Based on Attentive Recurrent Network from Single and Multiple Images 期刊论文
NEURAL PROCESSING LETTERS, 2021, 期号: 53, 页码: 18
Authors:  Gao, Zishu;  Li, En;  Wang, Zhe;  Yang, Guodong;  Lu, Jiwu;  Ouyang, Bo;  Xu, Dawei;  Liang, Zize
Adobe PDF(1338Kb)  |  Favorite  |  View/Download:14/0  |  Submit date:2021/03/01
Object reconstruction  Convolutional LSTM  Visual attention  Robotic application  
Instance segmentation of apple flowers using the improved mask R-CNN model 期刊论文
BIOSYSTEMS ENGINEERING, 2020, 卷号: 193, 页码: 264-278
Authors:  Tian, Yunong;  Yang, Guodong;  Wang, Zhe;  Li, En;  Liang, Zize
Adobe PDF(4718Kb)  |  Favorite  |  View/Download:58/7  |  Submit date:2020/06/02
Apple flower images acquisition  Image augmentation  Deep learning  MASU R-CNN  Instance segmentation  
Insulator Segmentation for Power Line Inspection Based on Modified Conditional Generative Adversarial Network 期刊论文
JOURNAL OF SENSORS, 2019, 卷号: 2019, 页码: 8
Authors:  Gao, Zishu;  Yang, Guodong;  Li, En;  Shen, Tianyu;  Wang, Zhe;  Tian, Yunong;  Wang, Hao;  Liang, Zize
Adobe PDF(2105Kb)  |  Favorite  |  View/Download:46/2  |  Submit date:2020/03/30
Variational Bayesian Learning for Dirichlet Process Mixture of Inverted Dirichlet Distributions in Non-Gaussian Image Feature Modeling 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 2, 页码: 449-463
Authors:  Ma, Zhanyu;  Lai, Yuping;  Kleijn, W. Bastiaan;  Song, Yi-Zhe;  Wang, Liang;  Guo, Jun
Favorite  |  View/Download:69/0  |  Submit date:2019/07/12
Bayesian estimation  computer vision  Dirichlet process (DP) mixture  inverted Dirichlet distribution  variational learning  
Apple detection during different growth stages in orchards using the improved YOLO-V3 model 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2019, 卷号: 157, 页码: 417-426
Authors:  Tian, Yunong;  Yang, Guodong;  Wang, Zhe;  Wang, Hao;  Li, En;  Liang, Zize
Adobe PDF(1152Kb)  |  Favorite  |  View/Download:118/36  |  Submit date:2019/07/12
Apple images acquisition  Image augmentation  Deep learning  YOLOV3-dense  Real-time detection  
Detection of Apple Lesions in Orchards Based on Deep Learning Methods of CycleGAN and YOLOV3-Dense 期刊论文
JOURNAL OF SENSORS, 2019, 页码: 13
Authors:  Tian, Yunong;  Yang, Guodong;  Wang, Zhe;  Li, En;  Liang, Zize
Favorite  |  View/Download:90/0  |  Submit date:2019/07/12
Label Distribution-Based Facial Attractiveness Computation by Deep Residual Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 8, 页码: 2196-2208
Authors:  Fan, Yang-Yu;  Liu, Shu;  Li, Bo;  Guo, Zhe;  Samal, Ashok;  Wan, Jun;  Li, Stan Z.
View  |  Adobe PDF(1377Kb)  |  Favorite  |  View/Download:137/16  |  Submit date:2018/01/04
Facial attractiveness computation  deep residual network  label distribution  feature fusion  SCUT-FBP  
Cross-modal subspace learning for fine-grained sketch-based image retrieval 期刊论文
NEUROCOMPUTING, 2018, 卷号: 278, 页码: 75-86
Authors:  Xu, Peng;  Yin, Qiyue;  Huang, Yongye;  Song, Yi-Zhe;  Ma, Zhanyu;  Wang, Liang;  Xiang, Tao;  Kleijn, W. Bastiaan;  Guo, Jun
Favorite  |  View/Download:106/0  |  Submit date:2018/10/10
Cross-modal Subspace Learning  Sketch-based Image Retrieval  Fine-grained