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Deep Category-Level and Regularized Hashing With Global Semantic Similarity Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 12, 页码: 6240-6252
作者:  Chen, Yaxiong;  Lu, Xiaoqiang
Adobe PDF(2358Kb)  |  收藏  |  浏览/下载：139/0  |  提交时间：2022/01/26
Semantics  Binary codes  Image retrieval  Force  Machine learning  Cybernetics  Benchmark testing  Category-level semantics  deep feature similarity  deep hashing  image retrieval  
Classification of Pneumonia Images Based on Improved VGG19 Convolutional Neural Network (Invited) 期刊论文
Guangzi Xuebao/Acta Photonica Sinica, 2021, 卷号: 50, 期号: 10
作者:  Xiong, Feng;  He, Di;  Liu, Yujie;  Qi, Meijie;  Gao, Peng;  Zhang, Zhoufeng;  Liu, Lixin
Adobe PDF(2510Kb)  |  收藏  |  浏览/下载：191/0  |  提交时间：2021/12/13
Pneumonia image classification  Convolution neural network  Deep learning  VGG19  Support vector machine  eXtreme Gradient Boosting  
Adaptive multiscale feature for object detection 期刊论文
Neurocomputing, 2021, 卷号: 449, 页码: 146-158
作者:  Yu, Xiaoyong;  Wu, Siyuan;  Lu, Xiaoqiang;  Gao, Guilong
Adobe PDF(2297Kb)  |  收藏  |  浏览/下载：196/1  |  提交时间：2021/05/08
Object detection  Classification network  Backbone network  Multiscale feature  Feature fusion  Adaptation  Anchor  Anchor-free  
Bio-Inspired Representation Learning for Visual Attention Prediction 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 7, 页码: 3562-3575
作者:  Yuan, Yuan;  Ning, Hailong;  Lu, Xiaoqiang
Adobe PDF(2877Kb)  |  收藏  |  浏览/下载：161/0  |  提交时间：2021/07/12
Bio-inspired  center-bias prior  contrast features  densely connected  reduction-attention  semantic features  visual attention prediction (VAP)  
A Deformable Convolutional Neural Network with Oriented Response for Fine-Grained Visual Classification 会议论文
2021 13th International Conference on Machine Learning and Computing, ICMLC 2021, Virtual, Online, China, 2021-02-26
作者:  Ruan, Shangxian;  Yang, Jiating;  Chen, Jianbo
Adobe PDF(2952Kb)  |  收藏  |  浏览/下载：131/0  |  提交时间：2021/07/20
Fine-grained visual classification  Deformable convolution  Oriented response  Weakly supervised  
Distribution equalization learning mechanism for road crack detection 期刊论文
Neurocomputing, 2021, 卷号: 424, 页码: 193-204
作者:  Fang, Jie;  Qu, Bo;  Yuan, Yuan
Adobe PDF(2391Kb)  |  收藏  |  浏览/下载：184/0  |  提交时间：2021/01/18
Road crack detection  Salient object detection  Imbalanced sample  Ill conditioned classifier  
Vision-to-Language Tasks Based on Attributes and Attention Mechanism 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 2, 页码: 913-926
作者:  Li, Xuelong;  Yuan, Aihong;  Lu, Xiaoqiang
Adobe PDF(3082Kb)  |  收藏  |  浏览/下载：169/0  |  提交时间：2021/02/22
Deep learning  image captioning  multimodal  visual question answering (VQA)  
A Supervised Segmentation Network for Hyperspectral Image Classification 期刊论文
IEEE Transactions on Image Processing, 2021, 卷号: 30, 页码: 2810-2825
作者:  Sun, Hao;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(4384Kb)  |  收藏  |  浏览/下载：215/1  |  提交时间：2021/03/24
Hyperspectral imaging  Feature extraction  Training  Task analysis  Imaging  Image segmentation  Testing  Hyperspectral image (HSI) classification  fully convolutional segmentation network (FCSN)  generalization  
Tilt Correction Towards Building Detection of Remote Sensing Images 期刊论文
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 卷号: 14, 页码: 5854-5866
作者:  Liu, Kang;  Jiang, Zhiyu;  Xu, Mingliang;  Perc, Matjaz;  Li, Xuelong
Adobe PDF(8821Kb)  |  收藏  |  浏览/下载：163/0  |  提交时间：2021/06/22
Building detection  cost of building partition (CoBP)  deep neural network (DNN)  remote sensing  tilt correction (TC)  
Research on edge enhancement of optical image based on acousto-optic filtering 会议论文
Twelfth International Conference on Information Optics and Photonics, CIOP 2021, Xi'an, China, 2021-07-23
作者:  Chu, Yukun;  Chen, Liqun;  Wang, Hao;  Zhang, Chunguang;  Liu, Wenyao;  Wang, Pengchong;  Fan, Shiyi;  Yan, Bingxiang;  Li, Zhuohang
Adobe PDF(410Kb)  |  收藏  |  浏览/下载：111/0  |  提交时间：2022/01/21
AOTF  angular spectrum selection  spatial filter  edge enhancement