[HTML][HTML] Sustainable ecotourism through cutting-edge technologies

G Pavlidis, A Solomou, S Stamouli, V Papavassiliou… - Sustainability, 2022 - mdpi.com
Tourism is a phenomenon that dates back to ancient times. Ancient Greek philosophers
recognised, adopted, and promoted the concept of rest-based tourism. Ecotourism is a …

Leveraging positive-unlabeled learning for enhanced black spot accident identification on Greek road networks

V Sevetlidis, G Pavlidis, SG Mouroutsos, A Gasteratos - Computers, 2024 - mdpi.com
Identifying accidents in road black spots is crucial for improving road safety. Traditional
methodologies, although insightful, often struggle with the complexities of imbalanced …

An Effective Plant Recognition Method with Feature Recalibration of Multiple Pretrained CNN and Layers

D Zhou, X Ma, S Feng - Applied Sciences, 2023 - mdpi.com
Current existing methods are either not very discriminative or too complex. In this work, an
effective and very simple plant recognition method is proposed. The main innovations of our …

Deep learning regression approaches applied to estimate tillering in tropical forages using mobile phone images

L Santos, JM Junior, P Zamboni, M Santos, L Jank… - Sensors, 2022 - mdpi.com
We assessed the performance of Convolutional Neural Network (CNN)-based approaches
using mobile phone images to estimate regrowth density in tropical forages. We generated a …

Image Recognition of Plants and Plant Diseases with Transfer Learning and Feature Compression

M Ziȩba, K Przewłoka, M Grela, K Szkoła… - … on Computational Science, 2023 - Springer
This article introduces an easy to implement kick-starting method for transfer learning of
image recognition models, meant specifically for training with limited computational …

Exploring the Capability of NASNet Model for Plant Classification on GRASP-125 Dataset

BR Pushpa, MH Kumar, NS Rani - 2023 4th International …, 2023 - ieeexplore.ieee.org
Plant classification and identification, which has strong ties to both computer science and
taxonomy, is becoming an increasingly dynamic area of research within the field of computer …

FTIDB: a new flue-cured tobacco leaf image database

S Li, C Guo, X Zhang, H Zhen… - … and Computer Science …, 2023 - spiedigitallibrary.org
The classification and grading of flue-cured tobacco leaf is an essential step in tobacco
production. In order to carry out relevant research, a new flue-cured tobacco leaf image …

A Non-Destructive Method for Identification of Plants in Gentiana Based on Deep Learning

R Ding, C Wang, X Huang, R Gu, S Zhong - papers.ssrn.com
Medicinal plant cultivar identification typically involves time-consuming methods such as
spectroscopy, chromatography, and genetic engineering. In this study, a transfer learning …

[PDF][PDF] Image Recognition of Plants and Plant Diseases with Transfer Learning and Feature Compression

M Kuta - iccs-meeting.org
This article introduces an easy to implement kick-starting method for transfer learning of
image recognition models, meant specifically for training with limited computational …