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

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

16 July 2021

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

12 / 12 papers shown

Title
TransferD2: Automated Defect Detection Approach in Smart Manufacturing using Transfer Learning Techniques Atah Nuh Mih Hung Cao J.L. Pickard Monica Wachowicz R. Dubay 20 2 0 26 Feb 2023
EBHI-Seg: A Novel Enteroscope Biopsy Histopathological Haematoxylin and Eosin Image Dataset for Image Segmentation Tasks Li Shi Xirong Li W. Hua Hao Chen Jing Chen ... Hongzan Sun M. Grzegorzek Shouliang Qi Yueyang Teng Chen Li 22 20 0 01 Dec 2022
A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer Weiming Hu Hao Chen Wanli Liu Xirong Li Hongzan Sun Xinyu Huang M. Grzegorzek Chen Li 20 14 0 25 May 2022
An application of Pixel Interval Down-sampling (PID) for dense tiny microorganism counting on environmental microorganism images Jiawei Zhang N. Xu Chen Li M. Rahaman Yuhong Yao Yu-Hao Lin Jinghua Zhang Tao Jiang M. Grzegorzek Wenjun Qin 15 7 0 04 Apr 2022
A Comprehensive Survey with Quantitative Comparison of Image Analysis Methods for Microorganism Biovolume Measurements Jiawei Zhang Chen Li M. Rahaman Yudong Yao Pingli Ma Jinghua Zhang Xin Zhao Tao Jiang M. Grzegorzek 17 12 0 18 Feb 2022
EBHI:A New Enteroscope Biopsy Histopathological H&E Image Dataset for Image Classification Evaluation Weiming Hu Chen Li Xirong Li M. Rahaman Yong Zhang ... Yudong Yao Hongzan Sun N. Xu Xinyu Huang Marcin Grzegorze 17 19 0 17 Feb 2022
EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification and Detection Methods Evaluation Penghui Zhao Chen Li M. Rahaman Hao Xu Pingli Ma Hechen Yang Hongzan Sun Tao Jiang N. Xu M. Grzegorzek 16 17 0 14 Dec 2021
EMDS-7: Environmental Microorganism Image Dataset Seventh Version for Multiple Object Detection Evaluation Hechen Yang Chen Li Xin Zhao Bencheng Cai Jiawei Zhang ... Hongzan Sun Yueyang Teng Shouliang Qi Tao Jiang M. Grzegorzek 14 8 0 11 Oct 2021
Applications of Artificial Neural Networks in Microorganism Image Analysis: A Comprehensive Review from Conventional Multilayer Perceptron to Popular Convolutional Neural Network and Potential Visual Transformer Jinghua Zhang Chen Li Yi Yin Jiawei Zhang M. Grzegorzek 11 93 0 01 Aug 2021
A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: From Classical Methods to Deep Learning Approaches Pingli Ma Chen Li M. Rahaman Yudong Yao Jiawei Zhang Shuojia Zou Xin Zhao M. Grzegorzek 14 42 0 07 May 2021
Bottleneck Transformers for Visual Recognition A. Srinivas Tsung-Yi Lin Niki Parmar Jonathon Shlens Pieter Abbeel Ashish Vaswani SLR 262 955 0 27 Jan 2021
Frankenstein: Learning Deep Face Representations using Small Data Guosheng Hu Xiaojiang Peng Yongxin Yang Timothy M. Hospedales Jakob Verbeek CVBM 52 121 0 21 Mar 2016