Tao Jiang

发表

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

Chen Li, Wanli Liu, M. Grzegorzek, 2022, Neural Comput. Appl..

A Comprehensive Survey with Quantitative Comparison of Image Analysis Methods for Microorganism Biovolume Measurements

Chen Li, Xin Zhao, M. Rahaman, 2022, Archives of Computational Methods in Engineering.

A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks

Tao Jiang, Chen Li, Qian Wang, 2020, IEEE Access.

CVM-Cervix: A Hybrid Cervical Pap-Smear Image Classification Framework Using CNN, Visual Transformer and Multilayer Perceptron

N. Xu, Chen Li, M. Rahaman, 2022, Pattern Recognit..

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

N. Xu, Chen Li, M. Rahaman, 2022, Applied Sciences.

Comparative Study for Patch-Level and Pixel-Level Segmentation of Deep Learning Methods on Transparent Images of Environmental Microorganisms: From Convolutional Neural Networks to Visual Transformers

Chen Li, Shouliang Qi, Yueyang Teng, 2022, Applied Sciences.

Full-automatic computer aided system for stem cell clustering using content-based microscopic image analysis

Tao Jiang, Ning Xu, Xinyu Huang, 2017 .

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

Marcin Grzegorzek, Chen Li, Md Mamunur Rahaman, 2021, Comput. Biol. Medicine.

A Survey for Cervical Cytopathology Image Analysis Using Deep Learning

Chen Li, Tao Jiang, Md Mamunur Rahaman, 2020, IEEE Access.

A Multiscale CNN-CRF Framework for Environmental Microorganism Image Segmentation

Xin Zhao, Hong Li, Tao Jiang, 2020, BioMed research international.

A hierarchical conditional random field-based attention mechanism approach for gastric histopathology image classification pdf

Chen Li, Yudong Yao, Yixin Li, 2021, Applied Intelligence.

A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks

Qian Wang, Shouliang Qi, Yueyang Teng, 2020, IEEE Access.

Foldover Features for Dynamic Object Behavior Description in Microscopic Videos

Xue Wang, Chen Li, Xialin Li, 2020, ArXiv.

EMDS-7: Environmental microorganism image dataset seventh version for multiple object detection evaluation pdf

Marcin Grzegorzek, Chen Li, Shouliang Qi, 2021, Frontiers in Microbiology.

CAM-VT: A Weakly supervised cervical cancer nest image identification approach using conjugated attention mechanism and visual transformer

Xirong Li, Chen Li, Jing Chen, 2023, Comput. Biol. Medicine.

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

Chen Li, M. Rahaman, Hechen Yang, 2021, ArXiv.

A State-of-the-Art Review for Gastric Histopathology Image Analysis Approaches and Future Development

Chen Li, M. Rahaman, Yudong Yao, 2021, BioMed research international.

SEM-RCNN: A Squeeze-and-Excitation-Based Mask Region Convolutional Neural Network for Multi-Class Environmental Microorganism Detection

Xin Zhao, Shuojia Zou, M. Grzegorzek, 2022, Applied Sciences.

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

N. Xu, Chen Li, M. Rahaman, 2021, Frontiers in Microbiology.

A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): From Convolutional Neural Networks to Visual Transformers

Chen Li, M. Rahaman, Hechen Yang, 2021, Frontiers in Microbiology.

A new pairwise deep learning feature for environmental microorganism image analysis

Frank Kulwa, Chen Li, Xin Zhao, 2021, Environmental Science and Pollution Research.

EMDS-5: Environmental Microorganism image dataset Fifth Version for multiple image analysis tasks

Chen Li, Jinghua Zhang, Frank Kulwa, 2021, PloS one.

A Comparison for Patch-level Classification of Deep Learning Methods on Transparent Environmental Microorganism Images: from Convolutional Neural Networks to Visual Transformers

Marcin Grzegorzek, Chen Li, Jinghua Zhang, 2021, 2106.11582.

Foldover Features for Dynamic Object Behaviour Description in Microscopic Videos

Shouliang Qi, Frank Kulwa, Chen Li, 2020, IEEE Access.

A Survey of Semen Quality Evaluation in Microscopic Videos Using Computer Assisted Sperm Analysis

Shuojia Zou, M. Grzegorzek, Tao Jiang, 2022, ArXiv.

A comprehensive survey of intestine histopathological image analysis using machine vision approaches.

Xirong Li, Jinzhu Yang, Tianming Du, 2023, Computers in biology and medicine.

ECA-RetinaNet: A Novel Self-Attention RetinaNet for Environmental Microorganism Image Object Detection

Xin Zhao, Hechen Yang, Tao Jiang, 2023, 2023 IEEE International Conference on Big Data (BigData).

OII-DS: A benchmark Oral Implant Image Dataset for object detection and image classification evaluation

Hao Chen, Tao Jiang, Hongzan Sun, 2023, Comput. Biol. Medicine.

Multi-Type Object Tracking Based on Residual Neural Network Model

Tao Jiang, Chen Li, Jianying Yuan, 2022, Symmetry.

Dermoscopic Image Classification Using Attention Mechanism and Ensemble Learning Approaches

Tao Jiang, Chen Li, Shanchuan Huang, 2023, 2023 IEEE International Conference on Big Data (BigData).