Sparse non-parametric Bayesian model for HEP-2 cell image classification

2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi.2015.7163964 ◽

2015 ◽

Author(s):

Shahab Ensafi ◽

Shijian Lu ◽

Ashraf A. Kassim ◽

Chew Lim Tan

Keyword(s):

Image Classification ◽

Bayesian Model ◽

Download Full-text

HEp-2 Cell Image Classification with Convolutional Neural Networks

2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images ◽

10.1109/i3a.2014.15 ◽

2014 ◽

Author(s):

Zhimin Gao ◽

Jianjia Zhang ◽

Luping Zhou ◽

Lei Wang

Keyword(s):

Neural Networks ◽

Image Classification ◽

Convolutional Neural Networks ◽

Download Full-text

Hierarchical Back-off Modeling of Hiero Grammar based on Non-parametric Bayesian Model

10.18653/v1/d15-1143 ◽

2015 ◽

Author(s):

Hidetaka Kamigaito ◽

Taro Watanabe ◽

Hiroya Takamura ◽

Manabu Okumura ◽

Eiichiro Sumita

Keyword(s):

Bayesian Model ◽

Download Full-text

Learning Local and Deep Features for Efficient Cell Image Classification Using Random Forests

2018 25th IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2018.8451287 ◽

2018 ◽

Author(s):

Zakariya A. Oraibi ◽

Hayder Yousif ◽

Adel Hafiane ◽

Guna Seetharaman ◽

Kannappan Palaniappan

Keyword(s):

Image Classification ◽

Random Forests ◽

Download Full-text

Cell Image Classification: A Comparative Overview

Cytometry Part A ◽

10.1002/cyto.a.23984 ◽

2020 ◽

Vol 97 (4) ◽

pp. 347-362 ◽

Author(s):

Mohammad Shifat‐E‐Rabbi ◽

Xuwang Yin ◽

Cailey E. Fitzgerald ◽

Gustavo K. Rohde

Keyword(s):

Image Classification ◽

Download Full-text

A non-parametric Bayesian model for joint cell clustering and cluster matching: identification of anomalous sample phenotypes with random effects

BMC Bioinformatics ◽

10.1186/1471-2105-15-314 ◽

2014 ◽

Vol 15 (1) ◽

Author(s):

Murat Dundar ◽

Ferit Akova ◽

Halid Z Yerebakan ◽

Bartek Rajwa

Keyword(s):

Random Effects ◽

Bayesian Model ◽

Cell Clustering ◽

Cluster Matching ◽

Download Full-text

Fused Convolutional Neural Network for White Blood Cell Image Classification

2019 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) ◽

10.1109/icaiic.2019.8669049 ◽

2019 ◽

Author(s):

Partha Pratim Banik ◽

Rappy Saha ◽

Ki-Doo Kim

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Image Classification ◽

White Blood Cell ◽

Download Full-text

HEP-2 cell image classification using local features and K-means clustering based joint sparse representation

2016 International Conference on Wavelet Analysis and Pattern Recognition (ICWAPR) ◽

10.1109/icwapr.2016.7731640 ◽

2016 ◽

Author(s):

Xiande Zhou ◽

Yuexiang Li ◽

Wenfeng Wu ◽

Linlin Shen

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Local Features ◽

Joint Sparse Representation

Download Full-text

HEp-2 cell image classification with multiple linear descriptors

Pattern Recognition ◽

10.1016/j.patcog.2013.09.022 ◽

2014 ◽

Vol 47 (7) ◽

pp. 2400-2408 ◽

Author(s):

Lingqiao Liu ◽

Lei Wang

Keyword(s):

Image Classification ◽

Download Full-text

Combinatorial Methods of Feature Selection for Cell Image Classification

2017 IEEE International Conference on Software Quality, Reliability and Security Companion (QRS-C) ◽

10.1109/qrs-c.2017.18 ◽

2017 ◽

Author(s):

Sergiy Vilkomir ◽

Jiabin Wang ◽

Nam Le Thai ◽

Junhua Ding

Keyword(s):

Feature Selection ◽

Image Classification ◽

Selection For ◽

Combinatorial Methods

Download Full-text

Mining knowledge for HEp-2 cell image classification

Artificial Intelligence in Medicine ◽

10.1016/s0933-3657(02)00057-x ◽

2002 ◽

Vol 26 (1-2) ◽

pp. 161-173 ◽

Author(s):

Petra Perner ◽

Horst Perner ◽

Bernd Müller

Keyword(s):

Image Classification ◽

Download Full-text