research
∙
08/16/2023
ECPC-IDS:A benchmark endometrail cancer PET/CT image dataset for evaluation of semantic segmentation and detection of hypermetabolic regions
Endometrial cancer is one of the most common tumors in the female reprod...
share
research
∙
08/16/2023
AATCT-IDS: A Benchmark Abdominal Adipose Tissue CT Image Dataset for Image Denoising, Semantic Segmentation, and Radiomics Evaluation
Methods: In this study, a benchmark Abdominal Adipose Tissue CT Image Da...
research
∙
01/15/2023
ACTIVE: A Deep Model for Sperm and Impurity Detection in Microscopic Videos
The accurate detection of sperms and impurities is a very challenging ta...
research
∙
08/31/2022
Segmentation of Weakly Visible Environmental Microorganism Images Using Pair-wise Deep Learning Features
The use of Environmental Microorganisms (EMs) offers a highly efficient,...
research
∙
06/07/2022
IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach
In recent years, colorectal cancer has become one of the most significan...
research
∙
06/02/2022
CVM-Cervix: A Hybrid Cervical Pap-Smear Image Classification Framework Using CNN, Visual Transformer and Multilayer Perceptron
Cervical cancer is the seventh most common cancer among all the cancers ...
research
∙
05/25/2022
A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer
Gastric cancer is the fifth most common cancer in the world. At the same...
research
∙
05/17/2022
Application of Graph Based Features in Computer Aided Diagnosis for Histopathological Image Classification of Gastric Cancer
The gold standard for gastric cancer detection is gastric histopathologi...
research
∙
04/18/2022
Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology
Background: Breast cancer has the highest prevalence in women globally. ...
research
∙
04/18/2022
TOD-CNN: An Effective Convolutional Neural Network for Tiny Object Detection in Sperm Videos
The detection of tiny objects in microscopic videos is a problematic poi...
research
∙
04/04/2022
An application of Pixel Interval Down-sampling (PID) for dense tiny microorganism counting on environmental microorganism images
This paper proposes a novel pixel interval down-sampling network (PID-Ne...
research
∙
02/18/2022
A Comprehensive Survey with Quantitative Comparison of Image Analysis Methods for Microorganism Biovolume Measurements
With the acceleration of urbanization and living standards, microorganis...
research
∙
02/16/2022
A Survey of Semen Quality Evaluation in Microscopic Videos Using Computer Assisted Sperm Analysis
The Computer Assisted Sperm Analysis (CASA) plays a crucial role in male...
research
∙
02/14/2022
A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification
Image analysis technology is used to solve the inadvertences of artifici...
research
∙
01/21/2022
What Can Machine Vision Do for Lymphatic Histopathology Image Analysis: A Comprehensive Review
In the past ten years, the computing power of machine vision (MV) has be...
research
∙
12/14/2021
Cross-modal Music Emotion Recognition Using Composite Loss-based Embeddings
Most music emotion recognition approaches use one-way classification or ...
research
∙
12/14/2021
EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification and Detection Methods Evaluation
Environmental microorganisms (EMs) are ubiquitous around us and have an ...
research
∙
08/01/2021
Applications of Artificial Neural Networks in Microorganism Image Analysis: A Comprehensive Review from Conventional Multilayer Perceptron to Popular Convolutional Neural Netwo
Microorganisms are widely distributed in the human daily living environm...
research
∙
07/16/2021
A Comparison of Deep Learning Classification Methods on Small-scale Image Data set: from Convolutional Neural Networks to Visual Transformers
In recent years, deep learning has made brilliant achievements in image ...
research
∙
06/22/2021
A Comparison for Patch-level Classification of Deep Learning Methods on Transparent Images: from Convolutional Neural Networks to Visual Transformers
Nowadays, analysis of transparent images in the field of computer vision...
research
∙
06/04/2021
A New Gastric Histopathology Subsize Image Database (GasHisSDB) for Classification Algorithm Test: from Linear Regression to Visual Transformer
GasHisSDB is a New Gastric Histopathology Subsize Image Database with a ...
research
∙
06/03/2021
A Comparison for Anti-noise Robustness of Deep Learning Classification Methods on a Tiny Object Image Dataset: from Convolutional Neural Network to Visual Transformer and Perfo
Image classification has achieved unprecedented advance with the the rap...
research
∙
05/16/2021
Is Image Size Important? A Robustness Comparison of Deep Learning Methods for Multi-scale Cell Image Classification Tasks: from Convolutional Neural Networks to Visual Transfor
Cervical cancer is a very common and fatal cancer in women, but it can b...
research
∙
05/07/2021
A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: from Traditional Image Processing and Classical Machine Learning to Current Deep Convo
Microorganisms play a vital role in human life. Therefore, microorganism...
research
∙
04/29/2021
GasHis-Transformer: A Multi-scale Visual Transformer Approach for Gastric Histopathology Image Classification
For deep learning methods applied to the diagnosis of gastric cancer int...
research
∙
04/13/2021
A State-of-the-art Survey of Artificial Neural Networks for Whole-slide Image Analysis:from Popular Convolutional Neural Networks to Potential Visual Transformers
In recent years, with the advancement of computer-aided diagnosis (CAD) ...
research
∙
02/24/2021
A New Pairwise Deep Learning Feature For Environmental Microorganism Image Analysis
Environmental microorganism (EM) offers a high-efficient, harmless, and ...
research
∙
02/21/2021