Yiannis Ampatzidis

48 papers B 1Misc 4Journal 40Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Advancement and field evaluation of a honeysuckle harvesting robot with integrated clamping and air-suction mechanisms. Comput. Electron. Agric. Zhaoyu Rui, Zhao Zhang, Cunming Hao, Yingxin Jia, Zhenhuan Ye, Saddam Hussain, Mahmoud A. Abdelhamid, C. Igathinathane, Yiannis Ampatzidis
2026	J	`jnl`	Early detection of spider mite stress in hibiscus using hyperspectral imaging and machine learning framework: toward application-oriented multispectral solutions. Comput. Electron. Agric. Antonio de Oliveira Costa Neto, Jeanette Hariharan, Yiannis Ampatzidis, Maria A. Canon, Paola Villamarin, Alexandra M. Revynthi
2026	J	`jnl`	GLS-YOLOv8n: a lightweight 'Guiqi' mango detection model via RGB-depth-thermal image fusion. Comput. Electron. Agric. Weihua Cao, Zhao Zhang, Zeping Wang, Ailin Wei, Qianfu Chen, C. Igathinathane, Fu Zhang, Mahmoud A. Abdelhamid, Dapeng Ye, Yiannis Ampatzidis
2026	J	`jnl`	PheMuT: A phenology-informed, multi-modal time-series model for strawberry yield forecasting. Comput. Electron. Agric. Zijing Huang, Won Suk Lee, Yiannis Ampatzidis, Shinsuke Agehara, Natalia A. Peres
2026	J	`jnl`	RGB-to-synthetic-thermal image translation using generative AI to support crop water stress assessment. Comput. Electron. Agric. Boaz B. Tulu, Fitsum T. Teshome, Yiannis Ampatzidis, Changying Li, Willingthon Pavan, Golmar Golmohammadi, Haimanote K. Bayabil
2026	J	`jnl`	Towards the development of a robotic spraying arm: AI-based weed detection and path planning strategies. Robotics Auton. Syst. Guifu Ma, Seyed Mohamad Javidan, Yiannis Ampatzidis, Zhao Zhang
2025	J	`jnl`	AI-driven time series analysis for predicting strawberry weekly yields integrating fruit monitoring and weather data for optimized harvest planning. Comput. Electron. Agric. Shiyu Liu, Yiannis Ampatzidis, Congliang Zhou, Won Suk Lee
2025	J	`jnl`	Advanced canopy size estimation in strawberry production: a machine learning approach using YOLOv11 and SAM. Comput. Electron. Agric. Zijing Huang, Won Suk Lee, Peng Yang, Yiannis Ampatzidis, Shinsuke Agehara, Natalia A. Peres
2025	J	`jnl`	AgriSenAI: Automating UAV thermal and multispectral image processing for precision agriculture. SoftwareX Boaz B. Tulu, Fitsum T. Teshome, Yiannis Ampatzidis, Niguss Solomon Hailegnaw, Haimanote K. Bayabil
2025	J	`jnl`	Cost-efficient high-resolution monitoring for specialty crops using AgI-GAN and AI-driven analytics. Comput. Electron. Agric. Christian Filgueiras Lacerda, Yiannis Ampatzidis, Antonio de Oliveira Costa Neto, Victor Partel
2024	J	`jnl`	A smartphone application for site-specific pest management based on deep learning and spatial interpolation. Comput. Electron. Agric. Congliang Zhou, Won Suk Lee, Shuhao Zhang, Oscar E. Liburd, Alireza Pourreza, John K. Schueller, Yiannis Ampatzidis
2024	J	`jnl`	Diagnosing the spores of tomato fungal diseases using microscopic image processing and machine learning. Multim. Tools Appl. Seyed Mohamad Javidan, Ahmad Banakar, Keyvan Asefpour Vakilian, Yiannis Ampatzidis, Kamran Rahnama
2024	J	`jnl`	High-throughput proximal ground crop phenotyping systems - A comprehensive review. Comput. Electron. Agric. Zhaoyu Rui, Zhao Zhang, Man Zhang, Afshin Azizi, C. Igathinathane, Haiyan Cen, Stavros Vougioukas, Haigang Li, J. Zhang, Y. Jiang, X. Jiao, M. Wang, Yiannis Ampatzidis, O. I. Oladele, Mahdi Ghasemi-Varnamkhasti, Radi
2024	J	`jnl`	Image processing and artificial intelligence for apple detection and localization: A comprehensive review. Comput. Sci. Rev. Afshin Azizi, Zhao Zhang, Wanjia Hua, Meiwei Li, C. Igathinathane, Liling Yang, Yiannis Ampatzidis, Mahdi Ghasemi-Varnamkhasti, Radi, Man Zhang, Han Li
2024	J	`jnl`	Improving soil moisture prediction with deep learning and machine learning models. Comput. Electron. Agric. Fitsum T. Teshome, Haimanote K. Bayabil, Bruce Schaffer, Yiannis Ampatzidis, Gerrit Hoogenboom
2024	J	`jnl`	Infield corn kernel detection using image processing, machine learning, and deep learning methodologies under natural lighting. Expert Syst. Appl. Xiaohang Liu, Zhao Zhang, C. Igathinathane, Paulo Flores, Man Zhang, Han Li, Xiongzhe Han, Tuan Ha, Yiannis Ampatzidis, Hak-Jin Kim
2024	J	`jnl`	Oxytetracycline injection using automated trunk injection compared to manual injection systems for HLB-affected citrus trees. Comput. Electron. Agric. Israel Ojo, Yiannis Ampatzidis, Antonio de Oliveira Costa Neto, Hengyue Guan, Ozgur Batuman
2024	J	`jnl`	Precision agriculture in the United States: A comprehensive meta-review inspiring further research, innovation, and adoption. Comput. Electron. Agric. Marcelo Rodrigues Barbosa Júnior, Bruno Rafael de Almeida Moreira, Vinicius dos Santos Carreira, Armando Lopes de Brito Filho, Carolina Trentin, Flávia Luize Pereira de Souza, Danilo Tedesco, Tri Setiyono, Joao Paulo Flores, Yiannis Ampatzidis, Rouverson Pereira da Silva, Luciano Shozo Shiratsuchi
2024	J	`jnl`	Simulating soil hydrologic dynamics using crop growth and machine learning models. Comput. Electron. Agric. Fitsum T. Teshome, Haimanote K. Bayabil, Bruce Schaffer, Yiannis Ampatzidis, Gerrit Hoogenboom, Aditya Singh
2023	J	`jnl`	An AI-based spectral data analysis process for recognizing unique plant biomarkers and disease features. Comput. Electron. Agric. Jeanette Hariharan, Yiannis Ampatzidis, Jaafar Abdulridha, Ozgur Batuman
2023	J	`jnl`	Unmanned aerial vehicle (UAV) imaging and machine learning applications for plant phenotyping. Comput. Electron. Agric. Fitsum T. Teshome, Haimanote K. Bayabil, Gerrit Hoogenboom, Bruce Schaffer, Aditya Singh, Yiannis Ampatzidis
2022	J	`jnl`	Deep learning-based postharvest strawberry bruise detection under UV and incandescent light. Comput. Electron. Agric. Xue Zhou, Yiannis Ampatzidis, Won Suk Lee, Congliang Zhou, Shinsuke Agehara, John K. Schueller
2022	J	`jnl`	Detection of citrus black spot disease and ripeness level in orange fruit using learning-to-augment incorporated deep networks. Ecol. Informatics Mohammad Momeny, Ahmad Jahanbakhshi, Ali Asghar Neshat, Ramazan Hadipour-Rokni, Yu-Dong Zhang, Yiannis Ampatzidis
2021	J	`jnl`	Horse foraging behavior detection using sound recognition techniques and artificial intelligence. Comput. Electron. Agric. Leon Nunes, Yiannis Ampatzidis, Lucas Costa, Marcelo Wallau
2021	J	`jnl`	Measuring pecan nut growth utilizing machine vision and deep learning for the better understanding of the fruit growth curve. Comput. Electron. Agric. Lucas Costa, Yiannis Ampatzidis, Charles Rohla, Niels Maness, Becky Cheary, Lu Zhang
2021	J	`jnl`	Smart tree crop sprayer utilizing sensor fusion and artificial intelligence. Comput. Electron. Agric. Victor Partel, Lucas Costa, Yiannis Ampatzidis
2020	J	`jnl`	A new visible band index (vNDVI) for estimating NDVI values on RGB images utilizing genetic algorithms. Comput. Electron. Agric. Lucas Costa, Leon Nunes, Yiannis Ampatzidis
2020	J	`jnl`	Agroview: Cloud-based application to process, analyze and visualize UAV-collected data for precision agriculture applications utilizing artificial intelligence. Comput. Electron. Agric. Yiannis Ampatzidis, Victor Partel, Lucas Costa
2020	Misc	`conf`	Detecting and monitoring the progress of powdery mildew disease in squash using hyperspectral imaging and artificial neural networks. ISAIM Jaafar Abdulridha, Yiannis Ampatzidis, Pamela Roberts, Sri Charan Kakarla
2020	Misc	`conf`	Horse foraging behavior detection using Recurrent Neural Networks. ISAIM Leon Nunes, Yiannis Ampatzidis, Lucas Costa, Marcelo Wallau
2020	J	`jnl`	Laboratory and UAV-Based Identification and Classification of Tomato Yellow Leaf Curl, Bacterial Spot, and Target Spot Diseases in Tomato Utilizing Hyperspectral Imaging and Machine Learning. Remote. Sens. Jaafar Abdulridha, Yiannis Ampatzidis, Jawwad Qureshi, Pamela Roberts
2020	Misc	`conf`	Smart Sprayer for Precision Weed Control Using Artificial Intelligence: Comparison of Deep Learning Frameworks. ISAIM Victor Partel, Jinho Kim, Lucas Costa, Panos M. Pardalos, Yiannis Ampatzidis
2020	—	`conf`	The Basis for Development of a Foundational Biomarker Reflectance Signature Database System for Plant Cell Identification, Disease Detection, and Classification Purposes. CCWC Jeanette Hariharan, Yiannis Ampatzidis, Jaafar Abdulridha
2019	J	`jnl`	A remote sensing technique for detecting laurel wilt disease in avocado in presence of other biotic and abiotic stresses. Comput. Electron. Agric. Jaafar Abdulridha, Reza Ehsani, Amr H. Abd-Elrahman, Yiannis Ampatzidis
2019	J	`jnl`	Automated vision-based system for monitoring Asian citrus psyllid in orchards utilizing artificial intelligence. Comput. Electron. Agric. Victor Partel, Leon Nunes, Phil Stansly, Yiannis Ampatzidis
2019	—	`conf`	Automatic Diagnosis of Olive Quick Decline Syndrome and Grapevine Yellows for the Agriculture Industry. AI4I Alberto C. Cruz, Yiannis Ampatzidis, Luigi De Bellis, Roberto Pierro, Alessandra Panattoni, Alberto Materazzi, Andrea Luvisi
2019	J	`jnl`	Citrus rootstock evaluation utilizing UAV-based remote sensing and artificial intelligence. Comput. Electron. Agric. Yiannis Ampatzidis, Victor Partel, Bo Meyering, Ute Albrecht
2019	J	`jnl`	Detection of grapevine yellows symptoms in Comput. Electron. Agric. Alberto C. Cruz, Yiannis Ampatzidis, Roberto Pierro, Alberto Materazzi, Alessandra Panattoni, Luigi De Bellis, Andrea Luvisi
2019	J	`jnl`	Development and evaluation of a low-cost and smart technology for precision weed management utilizing artificial intelligence. Comput. Electron. Agric. Victor Partel, Sri Charan Kakarla, Yiannis Ampatzidis
2019	J	`jnl`	Finite Difference Analysis and Bivariate Correlation of Hyperspectral Data for Detecting Laurel Wilt Disease and Nutritional Deficiency in Avocado. Remote. Sens. Jeanette Hariharan, John Fuller, Yiannis Ampatzidis, Jaafar Abdulridha, Andrew Lerwill
2019	J	`jnl`	UAV-Based High Throughput Phenotyping in Citrus Utilizing Multispectral Imaging and Artificial Intelligence. Remote. Sens. Yiannis Ampatzidis, Victor Partel
2019	J	`jnl`	UAV-Based Remote Sensing Technique to Detect Citrus Canker Disease Utilizing Hyperspectral Imaging and Machine Learning. Remote. Sens. Jaafar Abdulridha, Ozgur Batuman, Yiannis Ampatzidis
2018	J	`jnl`	Evaluating the performance of spectral features and multivariate analysis tools to detect laurel wilt disease and nutritional deficiency in avocado. Comput. Electron. Agric. Jaafar Abdulridha, Yiannis Ampatzidis, Reza Ehsani, Ana I. de Castro
2018	J	`jnl`	Particle Swarm Optimization for Solving a Class of Type-1 and Type-2 Fuzzy Nonlinear Equations. J. Artif. Intell. Soft Comput. Res. Sheriff Sadiqbatcha, Saeed Jafarzadeh, Yiannis Ampatzidis
2017	B	`conf`	Particle swarm optimization for solving a class of type-1 and type-2 fuzzy nonlinear equations. FUZZ-IEEE Sheriff Sadiqbatcha, Saeed Jafarzadeh, Yiannis Ampatzidis
2016	J	`jnl`	Cloud-based harvest management information system for hand-harvested specialty crops. Comput. Electron. Agric. Yiannis Ampatzidis, Li Tan, Ronald Haley, Matthew D. Whiting
2013	Misc	`conf`	An integrated cloud-based platform for labor monitoring and data analysis in precision agriculture. IRI Li Tan, Ronald Haley, Riley Wortman, Yiannis Ampatzidis, Matthew D. Whiting
2011	—	`conf`	Simulation of Bin Loading Process During Manual Harvest of Specialty Crops Using the Machine Repair Model. HAICTA Yiannis Ampatzidis, Stavros Vougioukas, Matthew D. Whiting