Tao Jiang

Orcid: 0000-0001-8296-3027

Affiliations:
  • Chengdu University of Information Technology, Control Engineering College, China
  • University of Siegen, Germany (PhD 2013)


According to our database1, Tao Jiang authored at least 43 papers between 2012 and 2024.

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Timeline

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Bibliography

2024
A state-of-the-art survey of U-Net in microscopic image analysis: from simple usage to structure mortification.
Neural Comput. Appl., 2024

2023
OII-DS: A benchmark Oral Implant Image Dataset for object detection and image classification evaluation.
Comput. Biol. Medicine, December, 2023

A comprehensive survey of intestine histopathological image analysis using machine vision approaches.
Comput. Biol. Medicine, October, 2023

CAM-VT: A Weakly supervised cervical cancer nest image identification approach using conjugated attention mechanism and visual transformer.
Comput. Biol. Medicine, August, 2023

A state-of-the-art survey of artificial neural networks for Whole-slide Image analysis: From popular Convolutional Neural Networks to potential visual transformers.
Comput. Biol. Medicine, July, 2023

ECA-RetinaNet: A Novel Self-Attention RetinaNet for Environmental Microorganism Image Object Detection.
Proceedings of the IEEE International Conference on Big Data, 2023

Dermoscopic Image Classification Using Attention Mechanism and Ensemble Learning Approaches.
Proceedings of the IEEE International Conference on Big Data, 2023

Multi-modal Medical Information based Data Mining for Expression and Characteristic Pattern Prediction of TP53 in Endometrial Carcinoma.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Multi-Type Object Tracking Based on Residual Neural Network Model.
Symmetry, 2022

CVM-Cervix: A hybrid cervical Pap-smear image classification framework using CNN, visual transformer and multilayer perceptron.
Pattern Recognit., 2022

An application of Pixel Interval Down-sampling (PID) for dense tiny microorganism counting on environmental microorganism images.
CoRR, 2022

A Comprehensive Survey with Quantitative Comparison of Image Analysis Methods for Microorganism Biovolume Measurements.
CoRR, 2022

A Survey of Semen Quality Evaluation in Microscopic Videos Using Computer Assisted Sperm Analysis.
CoRR, 2022

A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification.
CoRR, 2022

Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: From convolutional neural networks to visual transformers.
Comput. Biol. Medicine, 2022

A hierarchical conditional random field-based attention mechanism approach for gastric histopathology image classification.
Appl. Intell., 2022

A comprehensive review of image analysis methods for microorganism counting: from classical image processing to deep learning approaches.
Artif. Intell. Rev., 2022

2021
LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation.
Pattern Recognit., 2021

A new semi-supervised algorithm combined with MCICA optimizing SVM for motion imagination EEG classification.
Intell. Data Anal., 2021

EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification and Detection Methods Evaluation.
CoRR, 2021

EMDS-7: Environmental Microorganism Image Dataset Seventh Version for Multiple Object Detection Evaluation.
CoRR, 2021

A Comparison of Deep Learning Classification Methods on Small-scale Image Data set: from Convolutional Neural Networks to Visual Transformers.
CoRR, 2021

A New Pairwise Deep Learning Feature For Environmental Microorganism Image Analysis.
CoRR, 2021

A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification.
CoRR, 2021

EMDS-5: Environmental Microorganism Image Dataset Fifth Version for Multiple Image Analysis Tasks.
CoRR, 2021

2020
Maximum Correntropy Criterion-Based Robust Semisupervised Concept Factorization for Image Representation.
IEEE Trans. Neural Networks Learn. Syst., 2020

A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks.
CoRR, 2020

A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation.
CoRR, 2020

A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks.
IEEE Access, 2020

A Survey for Cervical Cytopathology Image Analysis Using Deep Learning.
IEEE Access, 2020

Foldover Features for Dynamic Object Behaviour Description in Microscopic Videos.
IEEE Access, 2020

2019
A multi-aperture optical flow estimation method for an artificial compound eye.
Integr. Comput. Aided Eng., 2019

Microscopic Machine Vision Based Degradation Monitoring of Low-Voltage Electromagnetic Coil Insulation Using Ensemble Learning in a Membrane Computing Framework.
IEEE Access, 2019

Cervical Histopathology Image Classification Using Ensembled Transfer Learning.
Proceedings of the Information Technology in Biomedicine, 2019

2018
Geometry based three-dimensional image processing method for electronic cluster eye.
Integr. Comput. Aided Eng., 2018

A Brief Review for Content-Based Microorganism Image Analysis Using Classical and Deep Neural Networks.
Proceedings of the Information Technology in Biomedicine, 2018

2017
Artificial compound eye: a survey of the state-of-the-art.
Artif. Intell. Rev., 2017

2016
Design and implementation of membrane controllers for trajectory tracking of nonholonomic wheeled mobile robots.
Integr. Comput. Aided Eng., 2016

Environmental microorganism image retrieval using multiple colour channels fusion and particle swarm optimisation.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Environmental Microbiological Content-Based Image Retrieval System Using Internal Structure Histogram.
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

2013
Stereo vision for facet type cameras.
PhD thesis, 2013

2012
Auto White Balance Using the Coincidence of Chromaticity Histograms.
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

A Flexible Auto White Balance Based on Histogram Overlap.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012


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