[PDF][PDF] Fruit Image Classification Using Deep Learning.

HS Gill, OI Khalaf, Y Alotaibi, S Alghamdi… - … , Materials & Continua, 2022 - researchgate.net
Fruit classification is found to be one of the rising fields in computer and machine vision.
Many deep learning-based procedures worked out so far to classify images may have some …

Fruit recognition from images using deep learning applications

HS Gill, G Murugesan, BS Khehra, GS Sajja… - Multimedia Tools and …, 2022 - Springer
Smart imaging devices have been used at a rapid rate in the agriculture sector for the last
few years. Fruit recognition and classification is noticed as one of the looming sectors in …

A novel framework for MR image segmentation and quantification by using MedGA

L Rundo, A Tangherloni, P Cazzaniga… - Computer methods and …, 2019 - Elsevier
Abstract Background and Objectives: Image segmentation represents one of the most
challenging issues in medical image analysis to distinguish among different adjacent tissues …

Framelet regularization for uneven intensity correction of color images with illumination and reflectance estimation

Z Huang, L Huang, Q Li, T Zhang, N Sang - Neurocomputing, 2018 - Elsevier
To solve the problem of simultaneously estimating the illumination and reflectance (IR) from
a single image based on the Retinex theory, an effective way is utilizing a Maximum-a …

Hybrid classifier model for fruit classification

HS Gill, BS Khehra - Multimedia tools and applications, 2021 - Springer
With an advancement in artificial intelligence (AI) applications, the use of smart imaging
devices has been increased at a rapid rate. Recently, many researchers have utilized deep …

Adaptive image contrast enhancement by computing distances into a 4-dimensional fuzzy unit hypercube

M Versaci, FC Morabito, G Angiulli - IEEE Access, 2017 - ieeexplore.ieee.org
A new fuzzy procedure for adaptive gray-level image contrast enhancement (CE) is
presented in this paper. Starting from the pixels belonging to a normalized gray-level image …

An improved feature based image fusion technique for enhancement of liver lesions

P Sreeja, S Hariharan - Biocybernetics and Biomedical Engineering, 2018 - Elsevier
This paper describes two methods for enhancement of edge and texture of medical images.
In the first method optimal kernel size of range filter suitable for enhancement of liver and …

Efficient image classification technique for weather degraded fruit images

H Singh Gill, B Singh Khehra - IET Image Processing, 2020 - Wiley Online Library
Fruit image classification is an ill‐posed problem. Many machine learning techniques have
been developed until now to improve the classification problem of fruit images. However, the …

A novel hyperbolic intuitionistic fuzzy divergence measure based mammogram enhancement for visual elucidation of breast lesions

SK Ghosh, A Ghosh - Biomedical Signal Processing and Control, 2022 - Elsevier
In this article, we have proposed a novel mammogram image enhancement approach for
visual interpretation of breast masses using an adaptive intuitionistic fuzzy divergent …

Visibility enhancement of color images using type-ii fuzzy membership function

H Singh, BS Khehra - Modern Physics letters b, 2018 - World Scientific
Images taken in poor environmental conditions decrease the visibility and hidden
information of digital images. Therefore, image enhancement techniques are necessary for …