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Inferring Skin Lesion Segmentation With Fully Connected CRFs Based on Multiple Deep Convolutional Neural Networks
期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 144246-144258
作者:
Qiu, Yuming
;
Cai, Jingyong
;
Qin, Xiaolin
;
Zhang, Ju
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2020/10/12
Lesions
Image segmentation
Skin
Measurement
Predictive models
Training
Task analysis
Deep convolutional neural networks
ensemble learning
fully connected CRFs
pigmented skin lesion segmentation
Segmentation of dermoscopy image using adversarial networks
期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 卷号: 78, 期号: 8, 页码: 10965-10981
作者:
Peng, Yanjun
;
Wang, Ning
;
Wang, Yuanhong
;
Wang, Meiling
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/11
Skin lesion
Image segmentation
Convolutional neural networks
Adversarial network
Low Effectiveness of Non-Geometric-Operation Data Augmentations for Lesion Segmentation with Fully Convolution Networks
会议论文
Chongqing, China, June 27, 2018 - June 29, 2018
作者:
Qiu, Yuming
;
Qin, Xiaolin
;
Zhang, Ju
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2019/06/25
Segmentation of dermoscopy images based on fully convolutional neural network
会议论文
Proceedings - International Conference on Image Processing, ICIP
作者:
Deng, Z.
;
Fan, H.
;
Xie, F.
;
Cui, Y.
;
Liu, J.
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/30
Convolution
Diagnosis
Neural networks
Convolutional neural network
Dermoscopy
Dermoscopy images
Global and Local Features
Lesion segmentations
Segmentation methods
Segmentation results
State-of-the-art methods
Image segmentation
SEGMENTATION OF DERMOSCOPY IMAGES BASED ON FULLY CONVOLUTIONAL NEURAL NETWORK
会议论文
2017 24TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2017-01-01
作者:
Deng, Zilin
;
Fan, Haidi
;
Xie, Fengying
;
Cui, Yong
;
Liu, Jie
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/01/04
Lesion segmentation
Dermoscopy
Fully convolutional neural network
Multi-classification of skin diseases for dermoscopy images using deep learning
会议论文
2017 IEEE INTERNATIONAL CONFERENCE ON IMAGING SYSTEMS AND TECHNIQUES (IST), 2017-01-01
作者:
Zhou, Hangning
;
Xie, Fengying
;
Jiang, Zhiguo
;
Liu, Jie
;
Wang, Shiqi
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/01/04
dermoscopy image
convolutional neural network
lesion classification
Melanoma Classification on Dermoscopy Images Using a Neural Network Ensemble Model
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2017, 卷号: 36, 页码: 849-858
作者:
Xie, Fengying
;
Fan, Haidi
;
Li, Yang
;
Jiang, Zhiguo
;
Meng, Rusong
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/30
Dermoscopy image
neural network ensemble
feature extraction
lesion classification
Multi-classification of skin diseases for dermoscopy images using deep learning
会议论文
2017 IEEE INTERNATIONAL CONFERENCE ON IMAGING SYSTEMS AND TECHNIQUES (IST), 2017-01-01
作者:
Zhou, Hangning
;
Xie, Fengying
;
Jiang, Zhiguo
;
Liu, Jie
;
Wang, Shiqi
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/30
dermoscopy image
convolutional neural network
lesion classification
SEGMENTATION OF DERMOSCOPY IMAGES BASED ON FULLY CONVOLUTIONAL NEURAL NETWORK
会议论文
2017 24TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2017-01-01
作者:
Deng, Zilin
;
Fan, Haidi
;
Xie, Fengying
;
Cui, Yong
;
Liu, Jie
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/30
Lesion segmentation
Dermoscopy
Fully convolutional neural network
Blind Deblurring for Dermoscopy Images with Spatially-Varying Defocus Blur
会议论文
PROCEEDINGS OF 2016 IEEE 13TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP 2016), 2016-01-01
作者:
Lu, Yanan
;
Xie, Fengying
;
Jiang, Zhiguo
;
Meng, Rusong
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/30
Blind deblurring
defocus blur
spatially-varying blur
dermoscopy image
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