Recent advances in automatic feature detection and classification of fruits including with a special emphasis on Watermelon (Citrillus lanatus): A review

D Caceres-Hernandez, R Gutierrez, K Kung… - Neurocomputing, 2023 - Elsevier
This document provides an overview of advances in the task of automatic feature detection
and classification of fruits, with and special interest in watermelon (Citrillus lanatus). The …

[HTML][HTML] Recent developments of artificial intelligence for banana: Application areas, learning algorithms, and future challenges

E Almeyda, W Ipanaqué - Engenharia Agrícola, 2022 - SciELO Brasil
Bananas are the world's most traded fruits. Several analytical models using artificial
intelligence (AI) have been developed to resolve challenges facing the banana supply …

A novel ground truth multispectral image dataset with weight, anthocyanins, and Brix index measures of grape berries tested for its utility in machine learning pipelines

PJ Navarro, L Miller, MV Díaz-Galián… - …, 2022 - academic.oup.com
Background The combination of computer vision devices such as multispectral cameras
coupled with artificial intelligence has provided a major leap forward in image-based …

Multilevel fusion of multispectral images to detect the artificially ripened banana

N Vetrekar, R Ramachandra, RS Gad - IEEE Sensors Letters, 2023 - ieeexplore.ieee.org
Automatic detection of artificially ripened fruits based on a nondestructive approach has
recently gained significant attention. This work explores the inherent properties of …

Detection of artificially ripened banana using spectral signature from multi-spectral imaging

N Vetrekar, R Ramachandra, KB Raja… - AIP Conference …, 2021 - pubs.aip.org
Ripening is a natural process of fruit maturation by which it attains desirable texture, aroma,
colour and becomes more flavoursome. To meet the increasing needs of consumers, traders …

Review of Non-Destructive Banana Ripeness Identification using Imagery Data

C Dewi, WF Mahmudy, E Arisoesilaningsih… - Proceedings of the 6th …, 2021 - dl.acm.org
Bananas have different nutritional content at each level of ripeness. Therefore, choosing a
banana with the right level of ripeness is necessary in order to obtain fruit according to our …

Pragmatic Analysis of Fruit Processing Models for Quality Evaluation from a Statistical Perspective

AG Said, B Joshi - 2022 2nd Asian Conference on Innovation in …, 2022 - ieeexplore.ieee.org
Fruits & other naturally occurring plant-based products change their temporal visual
appearance & smell when separated from their parent trees. The temporal visual …

Employing Non-Destructive Approach of Spectral Imaging to Detect Artificially Degreened Lemon

A Prabhu, A Naik, S Raut, N Vetrekar… - IEEE Sensors …, 2025 - ieeexplore.ieee.org
The demand for reliable methods to detect artificially degreened citrus fruits is growing in the
agricultural sector. In this paper, we propose a spectral imaging-based approach to …