A Framework for Segmentation and Classification of Blood Cells Using Generative Adversarial Networks

A Framework for Segmentation and Classification of Blood Cells Using Generative Adversarial Networks

Blood smear analysis is often used to diagnose diseases like malaria, Anemia, Leukemia, etc. Morphological changes, such as size, shapes, and color, are receiving much attention in pathological analysis. Existing methods for detecting, diagnosing and analyzing blood smears cannot quantify overlapped...

Full description

Bibliographic Details
Main Authors:	Zakir Khan, Syed Hamad Shirazi, Muhammad Shahzad, Arslan Munir, Assad Rasheed, Yong Xie, Sarah Gul
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Series:	IEEE Access
Subjects:	Segmentation classification convolutional neural network generator discriminator generative adversarial network
Online Access:	https://ieeexplore.ieee.org/document/10474008/

Similar Items

A Hyperspectral Image Classification Method Based on Multi-Discriminator Generative Adversarial Networks
by: Hongmin Gao, et al.
Published: (2019-07-01)

Improving the IoT Attack Classification Mechanism with Data Augmentation for Generative Adversarial Networks
by: Hung-Chi Chu, et al.
Published: (2023-11-01)

A Bi-Attention Adversarial Network for Prostate Cancer Segmentation
by: Guokai Zhang, et al.
Published: (2019-01-01)

Adversarial Learning With Knowledge of Image Classification for Improving GANs
by: Jae-Yong Baek, et al.
Published: (2019-01-01)

Lung’s Segmentation Using Context-Aware Regressive Conditional GAN
by: Zakir Khan, et al.
Published: (2022-06-01)

Microstrip Antenna Design Supported by Generative Adversarial Networks
by: Silvania T. Goncalves, et al.
Published: (2024-12-01)

An Adaptive Generative Adversarial Network for Cardiac Segmentation from X-ray Chest Radiographs
by: Xiaochang Wu, et al.
Published: (2020-07-01)

Age Encoded Adversarial Learning for Pediatric CT Segmentation
by: Saba Heidari Gheshlaghi, et al.
Published: (2024-03-01)

Generative Adversarial Networks in Retinal Image Classification
by: Francesco Mercaldo, et al.
Published: (2023-09-01)

SIGAN-CNN: Convolutional Neural Network Based Stepwise Improving Generative Adversarial Network for Time Series Classification of Small Sample Size
by: Wei Chen, et al.
Published: (2024-01-01)

Classification of Breast Cancer Histopathological Images Using Discriminative Patches Screened by Generative Adversarial Networks
by: Rui Man, et al.
Published: (2020-01-01)

UAV Image High Fidelity Compression Algorithm Based on Generative Adversarial Networks Under Complex Disaster Conditions
by: Qiuhong Hu, et al.
Published: (2019-01-01)

Next-Gen brain tumor classification: pioneering with deep learning and fine-tuned conditional generative adversarial networks
by: Abdullah A. Asiri, et al.
Published: (2023-11-01)

TEXT DESCRIPTION TO IMAGE GENERATION USING GENERATIVE ADVERSARIAL NETWORK
by: Kayal Padmanandam, et al.
Published: (2024-12-01)

Deep convolutional generative adversarial networks: performance analysis in wireless systems
by: Shams Fardous Arnab, et al.
Published: (2024-11-01)

Improving Image-Based Plant Disease Classification With Generative Adversarial Network Under Limited Training Set
by: Luning Bi, et al.
Published: (2020-12-01)

Hippocampal subfields segmentation in brain MR images using generative adversarial networks
by: Yonggang Shi, et al.
Published: (2019-01-01)

Automated Classification of Idiopathic Pulmonary Fibrosis in Pathological Images Using Convolutional Neural Network and Generative Adversarial Networks
by: Atsushi Teramoto, et al.
Published: (2022-12-01)

Automatic Kidney Segmentation Method Based on an Enhanced Generative Adversarial Network
by: Tian Shan, et al.
Published: (2023-04-01)

Transfer Learning-Based Classification of Maxillary Sinus Using Generative Adversarial Networks
by: Mohammad Alhumaid, et al.
Published: (2024-04-01)

Automatic Meniscus Segmentation Using Adversarial Learning-Based Segmentation Network with Object-Aware Map in Knee MR Images
by: Uju Jeon, et al.
Published: (2021-09-01)

Automatic Pancreas Segmentation Using Double Adversarial Networks With Pyramidal Pooling Module
by: Meiyu Li, et al.
Published: (2021-01-01)

Attentively Conditioned Generative Adversarial Network for Semantic Segmentation
by: Ariyo Oluwasanmi, et al.
Published: (2020-01-01)

Adversarial Edge-Aware Image Colorization With Semantic Segmentation
by: Guangqian Kong, et al.
Published: (2021-01-01)

Polarimetric SAR image classification using 3D generative adversarial network
by: Liu Lu, et al.
Published: (2021-01-01)

Optic Disc and Cup Segmentation Based on Deep Convolutional Generative Adversarial Networks
by: Yun Jiang, et al.
Published: (2019-01-01)

One-Class Classification Using Generative Adversarial Networks
by: Yang Yang, et al.
Published: (2019-01-01)

Ultrasonic Thyroid Nodule Segmentation Based on Segmentation Adversarial Network
by: Junxia WU, et al.
Published: (2023-03-01)

Generalization of Convolutional Neural Networks for ECG Classification Using Generative Adversarial Networks
by: Abdelrahman M. Shaker, et al.
Published: (2020-01-01)

Generative-Adversarial-Network-Based Data Augmentation for the Classification of Craniosynostosis
by: Kaiser Christian, et al.
Published: (2022-09-01)

Survey of Quantum Generative Adversarial Networks (QGAN) to Generate Images
by: Mohammadsaleh Pajuhanfard, et al.
Published: (2024-12-01)

Deep convolutional generative adversarial network-based synthesis of datasets for road pavement distress segmentation
by: I.A. Kanaeva, et al.
Published: (2021-12-01)

Dual Discriminator Generative Adversarial Network for Video Anomaly Detection
by: Fei Dong, et al.
Published: (2020-01-01)

GAGAN: Enhancing Image Generation Through Hybrid Optimization of Genetic Algorithms and Deep Convolutional Generative Adversarial Networks
by: Despoina Konstantopoulou, et al.
Published: (2024-12-01)

Adversarial Learning for Invertible Steganography
by: Ching-Chun Chang
Published: (2020-01-01)

Versatile Auxiliary Classification and Regression With Generative Adversarial Networks
by: Shabab Bazrafkan, et al.
Published: (2021-01-01)

Semi-Supervised Encrypted Traffic Classification With Deep Convolutional Generative Adversarial Networks
by: Auwal Sani Iliyasu, et al.
Published: (2020-01-01)

Universal Adversarial Training Using Auxiliary Conditional Generative Model-Based Adversarial Attack Generation
by: Hiskias Dingeto, et al.
Published: (2023-07-01)

Dissimilarity Corrective Generative Adversarial Network for Brain Image Segmentation
by: Rukesh Prajapati, et al.
Published: (2022-12-01)

Dunhuang murals image restoration method based on generative adversarial network
by: Hui Ren, et al.
Published: (2024-02-01)