A supervised U-Net based color image semantic segmentation for detection & classification of human intestinal parasites

A supervised U-Net based color image semantic segmentation for detection & classification of human intestinal parasites

Intestinal parasites are among the main public health problems around the world especially in underprivileged communities where overcrowded, poor environmental sanitation and lack of access for clear and safe water are prevalent. Currently, approximately 4 billion people are infected by intestinal p...

Full description

Bibliographic Details
Main Authors:	Ideal Oscar Libouga, Laurent Bitjoka, David Libouga Li Gwet, Ousman Boukar, Alexandre Michel Njan Nlôga
Format:	Article
Language:	English
Published:	Elsevier 2022-01-01
Series:	e-Prime: Advances in Electrical Engineering, Electronics and Energy
Subjects:	Diagnosis Intestinal parasites Segmentation U-Net
Online Access:	http://www.sciencedirect.com/science/article/pii/S2772671122000419

Similar Items

CU-Net: A New Improved Multi-Input Color U-Net Model for Skin Lesion Semantic Segmentation
by: Rania Ramadan, et al.
Published: (2022-01-01)

Semantic Segmentation on Panoramic Dental X-Ray Images Using U-Net Architectures
by: Rafiatul Zannah, et al.
Published: (2024-01-01)

EfficientNet family U-Net models for deep learning semantic segmentation of kidney tumors on CT images
by: Abubaker Abdelrahman, et al.
Published: (2023-09-01)

Classification of Pepper Seeds by Machine Learning Using Color Filter Array Images
by: Kani Djoulde, et al.
Published: (2024-01-01)

MPS-Net: Multi-Point Supervised Network for CT Image Segmentation of COVID-19
by: Hong-Yang Pei, et al.
Published: (2021-01-01)

U-ASD Net: Supervised Crowd Counting Based on Semantic Segmentation and Adaptive Scenario Discovery
by: Adel Hafeezallah, et al.
Published: (2021-01-01)

Etude comparative des coagulations du lait par actions de l'extrait des écorces de l'Ongokea gore et des enzymes coagulants bien connus
by: Libouga, DG.
Published: (2008-01-01)

On the Exploration of Automatic Building Extraction from RGB Satellite Images Using Deep Learning Architectures Based on U-Net
by: Anastasios Temenos, et al.
Published: (2022-01-01)

Weakly Supervised U-Net with Limited Upsampling for Sound Event Detection
by: Sangwon Lee, et al.
Published: (2023-06-01)

FCD-AttResU-Net: An improved forest change detection in Sentinel-2 satellite images using attention residual U-Net
by: Kassim Kalinaki, et al.
Published: (2023-08-01)

EnRDeA U-Net Deep Learning of Semantic Segmentation on Intricate Noise Roads
by: Xiaodong Yu, et al.
Published: (2023-07-01)

Segmentation of Intracranial Hemorrhage Using Semi-Supervised Multi-Task Attention-Based U-Net
by: Justin L. Wang, et al.
Published: (2020-05-01)

U-Net++DSM: Improved U-Net++ for Brain Tumor Segmentation With Deep Supervision Mechanism
by: Kittipol Wisaeng
Published: (2023-01-01)

OCT layer segmentation using U-NET semantic segmentation and RESNET34 encoder-decoder
by: K. Yojana, et al.
Published: (2023-10-01)

Image Semantic Segmentation of Underwater Garbage with Modified U-Net Architecture Model
by: Lifu Wei, et al.
Published: (2022-08-01)

A U-Net Architecture for Inpainting Lightstage Normal Maps
by: Hancheng Zuo, et al.
Published: (2024-02-01)

GAU U-Net for multiple sclerosis segmentation
by: Roba Gamal, et al.
Published: (2023-07-01)

Self-Supervised Despeckling Algorithm with an Enhanced U-Net for Synthetic Aperture Radar Images
by: Gang Zhang, et al.
Published: (2021-10-01)

Circle-U-Net: An Efficient Architecture for Semantic Segmentation
by: Feng Sun, et al.
Published: (2021-05-01)

Boosting Unsupervised Dorsal Hand Vein Segmentation with U-Net Variants
by: Szidónia Lefkovits, et al.
Published: (2022-07-01)

Vessel Delineation Using U-Net: A Sparse Labeled Deep Learning Approach for Semantic Segmentation of Histological Images
by: Lukas Glänzer, et al.
Published: (2023-07-01)

Semantic Segmentation of Digestive Abnormalities from WCE Images by Using AttResU-Net Architecture
by: Samira Lafraxo, et al.
Published: (2023-03-01)

3DUV-NetR+: A 3D hybrid semantic architecture using transformers for brain tumor segmentation with MultiModal MR images
by: Ilyasse Aboussaleh, et al.
Published: (2024-03-01)

Semantic segmentation of pendet dance images using multires U-Net architecture
by: Hendri Ramdan, et al.
Published: (2022-12-01)

U-Net-Based Segmentation of Microscopic Images of Colorants and Simplification of Labeling in the Learning Process
by: Ikumi Hirose, et al.
Published: (2022-06-01)

Self-Attention in Reconstruction Bias U-Net for Semantic Segmentation of Building Rooftops in Optical Remote Sensing Images
by: Ziyi Chen, et al.
Published: (2021-06-01)

A 3D U-Net Based on a Vision Transformer for Radar Semantic Segmentation
by: Tongrui Zhang, et al.
Published: (2023-12-01)

Semi-Supervised Learning Method of U-Net Deep Learning Network for Blood Vessel Segmentation in Retinal Images
by: Dali Chen, et al.
Published: (2020-06-01)

Development of Deep Learning with RDA U-Net Network for Bladder Cancer Segmentation
by: Ming-Chan Lee, et al.
Published: (2023-02-01)

Improvised light weight deep CNN based U-Net for the semantic segmentation of lungs from chest X-rays
by: S. Arvind, et al.
Published: (2023-03-01)

Bilateral U‐Net semantic segmentation with spatial attention mechanism
by: Guangzhe Zhao, et al.
Published: (2023-06-01)

A Multi-Objective Semantic Segmentation Algorithm Based on Improved U-Net Networks
by: Xuejie Hao, et al.
Published: (2023-03-01)

Generalization of U-Net Semantic Segmentation for Forest Change Detection in South Korea Using Airborne Imagery
by: JongCheol Pyo, et al.
Published: (2022-12-01)

Image Colorization Using the Global Scene-Context Style and Pixel-Wise Semantic Segmentation
by: Tram-Tran Nguyen-Quynh, et al.
Published: (2020-01-01)

Arsitektur U-Net pada Segmentasi Citra Hati sebagai Deteksi Dini Kanker Liver
by: Therezia Naraloka, et al.
Published: (2022-11-01)

A New Individual Tree Species Classification Method Based on the ResU-Net Model
by: Caiyan Chen, et al.
Published: (2021-09-01)

MSR U-Net: An Improved U-Net Model for Retinal Blood Vessel Segmentation
by: Giri Babu Kande, et al.
Published: (2024-01-01)

RotU-Net: An Innovative U-Net With Local Rotation for Medical Image Segmentation
by: Fuxiang Zhang, et al.
Published: (2024-01-01)

Multi-Scale Semantic Segmentation for Fire Smoke Image Based on Global Information and U-Net
by: Yuanpan Zheng, et al.
Published: (2022-08-01)

Hybrid U-Net: Semantic segmentation of high-resolution satellite images to detect war destruction
by: Shima Nabiee, et al.
Published: (2022-09-01)