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Surface Defects Detection Based on Adaptive Multiscale Image Collection and Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2019, 卷号: 68, 期号: 12, 页码: 4787-4797
作者:  Sun, Jia;  Wang, Peng;  Luo, Yong-Kang;  Li, Wanyi
浏览  |  Adobe PDF(4530Kb)  |  收藏  |  浏览/下载：265/86  |  提交时间：2020/03/30
Inspection  Surface treatment  Training  Metals  Task analysis  Instruments  Visualization  Adaptive multiscale image collection (AMIC)  convolutional neural networks (CNNs)  image classification  surface inspection  
ScaleNet_ a convolutional network to extract multi-scale and fine-grained visual features 期刊论文
IEEE Access, 2019, 期号: 7, 页码: 147560-147570
作者:  Zhang Jinpeng;  Zhang Jinming;  Hu Guyue;  Cheng Yang;  Yu Shan
浏览  |  Adobe PDF(1764Kb)  |  收藏  |  浏览/下载：342/97  |  提交时间：2019/12/31
Image Classification  Convolutional Neural Networks  Resnet  Deconvolution  
BitStream: An efficient framework for inference of binary neural networks on CPUs 期刊论文
PATTERN RECOGNITION LETTERS, 2019, 卷号: 125, 页码: 303-309
作者:  Jiang, Yanshu;  Zhao, Tianli;  He, Xiangyu;  Leng, Cong;  Cheng, Jian
Adobe PDF(1252Kb)  |  收藏  |  浏览/下载：285/39  |  提交时间：2019/12/16
Convolutional neural networks  Binary neural networks  Image classification  
Spatial non-local attention for thoracic disease diagnosis and visualisation in weakly supervised learning 期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 11, 页码: 1922-1930
作者:  Yang, Menglin;  Li, Ding;  Zhang, Wensheng
收藏  |  浏览/下载：309/0  |  提交时间：2019/12/16
feature extraction  diseases  medical image processing  patient diagnosis  image segmentation  image classification  supervised learning  image annotation  thoracic disease diagnosis  weakly supervised learning  computer-aided diagnosis  coarse image-level annotations  pathological area  nonlocal aware features  fine-grained expertise  clinical diagnosis  visualisation method  chest X-ray dataset  spatial nonlocal attention mechanism  ResNet-SNA  
Structure-Aware Deep Learning for Product Image Classification 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2019, 卷号: 15, 期号: 1, 页码: 20
作者:  Chen, Zhineng;  Al, Shanshan;  Jia, Caiyan
浏览  |  Adobe PDF(7349Kb)  |  收藏  |  浏览/下载：278/17  |  提交时间：2019/07/12
Image classification  category hierarchy  convolutional neural network  multi-class regression  multi-task learning  
A Selection Criterion for the Optimal Resolution of Ground-Based Remote Sensing Cloud Images for Cloud Classification 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2019, 期号: 3, 页码: 1358-1367
作者:  Wang Y(王钰);  Wang CH(王春恒);  Shi CZ(史存召);  Xiao BH(肖柏华)
浏览  |  Adobe PDF(4352Kb)  |  收藏  |  浏览/下载：356/116  |  提交时间：2019/05/06
Cloud Image Classification  Local Binary Patterns  Resolution Selection  Kullback– Leibler (Kl) Divergence  
Enhanced biologically inspired model for image recognition based on a novel patch selection method with moment 期刊论文
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2019, 卷号: 17, 期号: 2, 页码: 16
作者:  Lu, Yanfeng;  Jia, Lihao;  Qiao, Hong;  Li, Yi;  Qi, Zongshuai
Adobe PDF(394Kb)  |  收藏  |  浏览/下载：335/59  |  提交时间：2019/04/23
Image recognition  classification  BIM  oriented Gaussian-Hermite moment  Gabor features  patch selection