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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, 2022, 卷号: 29, 期号: 1, 页码: 609-639
作者:
Li, Yixin
;
Li, Chen
;
Li, Xiaoyan
;
Wang K(王锴)
;
Rahaman, Md Mamunur
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/05/25
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:29/0
  |  
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
Automatic extraction and structuration of soil-environment relationship information from soil survey reports
期刊论文
JOURNAL OF INTEGRATIVE AGRICULTURE, 2019, 卷号: 18, 期号: 2, 页码: 328-339
作者:
Wang De-sheng
;
Liu Jun-zhi
;
Zhu A-xing
;
Wang Shu
;
Zeng Can-ying
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2019/05/22
soil-environment relationship
text
natural language processing
extraction
structuration
Water Body Extraction From Very High-Resolution Remote Sensing Imagery Using Deep U-Net and a Superpixel-Based Conditional Random Field Model
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2019, 卷号: 16, 期号: 4
作者:
Feng, Wenqing
;
Sui, Haigang
;
Huang, Weiming
;
Xu, Chuan
;
An, Kaiqiang
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2019/12/05
Conditional random fields (CRFs)
Deep U-Net
regional restriction (RR)
superpixel
water body extraction (WBE)
An overview on probability undirected graphs and their applications in image processing
期刊论文
NEUROCOMPUTING, 2018, 卷号: 321, 页码: 156-168
作者:
Zhang, Jian
;
Ding, Shifei
;
Zhang, Nan
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2019/12/10
Restricted Boltzmann machine
Conditional random field
Classification
Deep neural nets
A deep learning model integrating FCNNs and CRFs for brain tumor segmentation
期刊论文
MEDICAL IMAGE ANALYSIS, 2018, 卷号: 43, 期号: 43, 页码: 98-111
作者:
Zhao, Xiaomei
;
Wu, Yihong
;
Song, Guidong
;
Li, Zhenye
;
Zhang, Yazhuo
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2018/01/04
Brain Tumor Segmentation
Fully Convolutional Neural Networks
Conditional Random Fields
Deep Learning
Unsupervised Change Detection Based on Hybrid Conditional Random Field Model for High Spatial Resolution Remote Sensing Imagery
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 7
作者:
Lv, Pengyuan
;
Zhong, Yanfei
;
Zhao, Ji
;
Zhang, Liangpei
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  |  
浏览/下载:21/0
  |  
提交时间:2019/12/05
Change detection (CD)
conditional random fields (CRFs)
high spatial resolution (HSR)
object-based image analysis (OBIA)
remote sensing
3D Brain Tumor Segmentation Through Integrating Multiple 2D FCNNs
会议论文
Quebec City, QC, Canada, 2017-09
作者:
Zhao, Xiaomei
;
Wu, Yihong
;
Song, Guidong
;
Li, Zhenye
;
Zhang, Yazhuo
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2020/05/07
Brain Tumor Segmentation
Fully Convolutional Neural Networks
3d Conditional Random Fields
Multi-views
Printed/Handwritten Texts and Graphics Separation in Complex Documents using Conditional Random Fields
会议论文
奥地利维也纳维也纳工业大学, 2018-4
作者:
Li, Xiao-Hui
;
Yin, Fei
;
Liu, Cheng-Lin
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/06/02
text/non-text
document understanding
structured prediction
printed/handwritten
Keyword spotting in handwritten chinese documents using semi-markov conditional random fields
期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2017, 卷号: 58, 页码: 49-61
作者:
Zhang, Heng
;
Zhou, Xiang-Dong
;
Liu, Cheng-Lin
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2017/05/05
Online Handwritten Chinese Documents
Semi-markov Conditional Random Fields
Keyword Spotting
Proxy-character Driven Search
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