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Hybrid classification framework for chronic kidney disease prediction model

期刊: IMAGING SCIENCE JOURNAL, 2023; ()

'Chronic kidney disease (CKD) - or chronic renal failure (CRF) is a term that encompasses all degrees of decreased kidney function, from damaged-at ri......

Adam Bald Eagle optimization enabled transfer learning for underwater image fusion

期刊: IMAGING SCIENCE JOURNAL, 2023; ()

In this paper, a clear underwater image is attained by a fusion process using Transfer Learning (TL). Two images are selected from the underwater colo......

ADTBO: Aquila driving training-based optimization with deep learning for skin cancer detection

期刊: IMAGING SCIENCE JOURNAL, 2023; ()

Generally, melanoma skin disease is also a type of cancer, which is complex to determine. In case, various skin cancer diseases are identified at an e......

Review of CNN in aerial image processing

期刊: IMAGING SCIENCE JOURNAL, 2023; 71 (1)

In recent years, deep learning algorithm has been used in many applications mainly in image processing of object detection and classification. The use......

Development of weighted ensemble transfer learning for tomato leaf disease classification solving low resolution problems

期刊: IMAGING SCIENCE JOURNAL, 2023; 71 (2)

The manual prediction of Tomato Leaf Diseases (TLD) is more time-consuming, and the implementation cost is high. The various natural characteristic an......

Irregular mask image inpainting based on progressive generative adversarial networks

期刊: IMAGING SCIENCE JOURNAL, 2023; 71 (3)

Existing image inpainting algorithms have achieved good results in regular mask inpainting tasks, but there are still many limitations for irregular m......

Modified U-Net based 3D reconstruction model to estimate volume from multi-view images of a solid object

期刊: IMAGING SCIENCE JOURNAL, 2023; 71 (2)

This paper proposes a modified U-Net based reconstruction model to automatically estimate the volume of solid objects. Initially, the captured multi-v......

A fast face recognition system based on annealing algorithm to optimize operator parameters

期刊: IMAGING SCIENCE JOURNAL, 2023; 71 (4)

In order to improve the recognition rate and operational efficiency of the system, a method in which the image features compensation coefficients are ......

A secure and efficient authentication and multimedia data sharing approach in IoT-healthcare

期刊: IMAGING SCIENCE JOURNAL, 2023; 71 (3)

Currently, healthcare services are encountering challenges, particularly in developing countries wherein remote areas encounter a lack of highly devel......

Depthwise convolution based pyramid ResNet model for accurate detection of COVID-19 from chest X-Ray images

期刊: IMAGING SCIENCE JOURNAL, 2023; ()

The global pandemic of coronavirus disease 2019 (COVID-19) causes severe respiratory problems in humans. The Chest X-ray (CXR) imaging technique major......

K-Net-Deep joint segmentation with Taylor driving training optimization based deep learning for brain tumor classification using MRI

期刊: IMAGING SCIENCE JOURNAL, 2023; ()

Globally, a huge number of people succumb to brain tumour, which is considered to be one of the lethal types of tumours. In this research, an effectiv......

An XNOR-ResNet and spatial pyramid pooling-based YOLO v3-tiny algorithm for Monkeypox and similar skin disease detection

期刊: IMAGING SCIENCE JOURNAL, 2023; 71 (1)

This work focus on the detection of Monkeypox disease which has been declared a medical emergency by the World Health Organization. To carry out this ......

Enhanced prediction using deep neural network-based image classification

期刊: IMAGING SCIENCE JOURNAL, 2023; 71 (5)

The need for deep convolutional neural network is increasing for medical image classification because it provides good performance. This work elucidat......

Ocular disease examination of fundus images by hybriding SFCNN and rule mining algorithms

期刊: IMAGING SCIENCE JOURNAL, 2023; 71 (5)

Eye is the organ of vision, which is necessary for daily routine, disorders can prevent it from working effectively. Human eye can be harmed, includin......

A color image encryption scheme using customized map

期刊: IMAGING SCIENCE JOURNAL, 2023; 71 (4)

The paper presents a new method for encrypting color images using a customized globally coupled lattice (CGCL) map. The process involves generating an......

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