Here the partners will add their publications that ack project. Thanks!

Rosalba Calvini, Veronica Ferrari, Lara Maistrello and Alessandro Ulrici, “Monitoring of insect pests in crop fields using spectral imaging”, in the 20th Int’l Conference on NIR 2021 Beijing BEST PAPER AWARD.

D. Popescu, L. Ichim, M. Dimoiu and R. Trufelea, “Comparative Study of Neural Networks Used in Halyomorpha Halys Detection,” 2022 30th Mediterranean Conference on Control and Automation (MED), 2022, pp. 182-187.

D. Popescu, T. -L. Serghei and L. Ichim, “Dual Networks Based System for Detecting and Classifying Harmful Insects in Orchards,” 2022 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Maldives, Maldives, 2022, pp. 1-6.

Dinca, A., Angelescu, N., Ichim, L., Popescu, D. (2023). Halyomorpha Halys Detection Using Efficient Neural Networks. In: Tanveer, M., Agarwal, S., Ozawa, S., Ekbal, A., Jatowt, A. (eds) Neural Information Processing. ICONIP 2022. Lecture Notes in Computer Science, vol 13625. Springer, Cham.

A. Sava, L. Ichim and D. Popescu, “Detection of Halyomorpha Halys Using Neural Networks,” 2022 8th International Conference on Control, Decision and Information Technologies (CoDIT), Istanbul, Turkey, 2022, pp. 437-442. IEEE

Vicol, A., Ichim, L., and Popescu, D., “Brown Marmorated Stink Bug Detection Using Multiple Neural Networks,” 2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Tenerife, Canary Islands, Spain, 2023, pp. 1-6, doi: 10.1109/ICECCME57830.2023.10252700.

Dinca, A., Popescu, D., Pinotti, C.M., Ichim, L., Palazzetti, L., Angelescu, N. (2023). Halyomorpha Halys Detection in Orchard from UAV Images Using Convolutional Neural Networks. In: Rojas, I., Joya, G., Catala, A. (eds) Advances in Computational Intelligence. IWANN 2023. Lecture Notes in Computer Science, vol 14135. Springer, Cham.

D. Popescu and L. Ichim, “University – Research – Farm Cooperation to Identify the Halyomorpha Halys Invasion in Orchards,” 2023 IEEE Global Engineering Education Conference (EDUCON), Kuwait, Kuwait, 2023, pp. 1-5, doi: 10.1109/EDUCON54358.2023.10125239.

Catalin Lazar, Dan Popescu, Lara Maistrello, Elena Costi, Loretta Ichim, Emil Igor Vlad Georgescu.  A Model for Simulation of Developmental Instars of Halyomorpha Halys, 2023 IEEE International Workshop, IEEEMetroAgriFor_2023

Alexandru Dinca, Nicoleta Angelescu, Loretta Ichim, Trandafir-Liviu Serghei, Dan Popescu. Efficient Detection of Invasive Stink Bugs Using Convolutional Neural Networks, 31 st Telecommunications Forum. 21 st and 22 nd November 2023, Belgrade, Serbia (Telfor 2023).

Popescu D., Dinca A., Ichim L., Angelescu N. New trends in detection of harmful insects and pests in modern agriculture using artificial neural networks. a review. Frontiers in Plant Science, Vol. 14, 2023, DOI=10.3389/fpls.2023.1268167, ISSN=1664-462X

Popescu D, Ichim L and Stoican F (2023) Orchard monitoring based on unmanned aerial vehicles and image processing by artificial neural networks: a systematic review. Frontiers in Plant Science, Vol. 14, 2023, doi: 10.3389/fpls.2023.1237695

Francesco Betti Sorbelli, Sajal K. Das, Cristina M. Pinotti, and Giulio Rigoni, “A comprehensive investigation on range-free localization algorithms with mobile anchors at different altitudes”, 2021, Vol. 73, in Pervasive Mob. Comput.

F. B. Sorbelli, S. Carpin, F. Corò, S. K. Das, A. Navarra and C. M. Pinotti, “Speeding up Routing Schedules on Aisle Graphs With Single Access,” in IEEE Transactions on Robotics, vol. 38(1), 433-447, 2022.

Francesco Betti Sorbelli, Federico Corò, Sajal K. Das, Emanuele Di Bella, Lara Maistrello, Lorenzo Palazzetti, Cristina M. Pinotti, “A Drone-based Application for Scouting Halyomorpha halys Bugs in Orchards with Multifunctional Nets“, in the 20th Int’l Conference on Pervasive Comput. and Comm.BEST DEMO AWARD.

Francesco Betti Sorbelli, Federico Coro, Sajal K Das, Lorenzo Palazzetti, Cristina M Pinotti, “Drone-based Optimal and Heuristic Orienteering Algorithms Towards Bug Detection in Orchards“, in the 18th Int’l Conference on Distributed Comput. in Sensor Systems (DCOSS), 2022: pp. 117-124.

R. Trufelea, M. Dimoiu, L. Ichim, D. Popescu, Detection of Harmful Insects for Orchard Using Convolutional Neural Networks, U.P.B. Sci. Bull., Series C, Vol. 83, Iss. 4, 2021, pp 85-96.

F. Betti Sorbelli, A. Navarra, L. Palazzetti, C.M. Pinotti, G. Prencipe; “Optimal and Heuristic Algorithms for Data Collection by Using an Energy- and Storage-Constrained Drone”, in Algosensors 2022

Pullwitt, S., Schlichter, J., Wolf, L. (2022). UAV-assisted Multiband WSN Coverage Evaluation. Fachgespräch Sensornetze .

A. Kargar, M. Wilk, D. Zorbas, M. Gaffney, B. O’Flynn, “A Novel Resource-Constrained Insect Monitoring System based on Machine Vision with Edge AI”, 5th IEEE International Conference on Image Processing,
Applications and Systems (IPAS), Genova, Italy, Dec. 2022

Ferrari, V., Calvini, R., Boom, B., Menozzi, C., Rangarajan, A. K., Maistrello, L., Offermans, P. & Ulrici, A. (2023). Evaluation of the potential of near infrared hyperspectral imaging for monitoring the invasive brown marmorated stink bugChemometrics and Intelligent Laboratory Systems, 234, 104751 (a preliminary version is available here  arXiv:2301.08252v).

Almstedt, L., Bleeke, K., Mahhouk, M., Jehl, L., Kapitza, R., & Wolf, L. (2023). ContractBox: Realizing accountable data sharing on the edge using a small scale blockchain. Computer Networks, 109768.

All Participants, “Technological Innovations in Agriculture for Scouting Emergent Pests in Orchards”, ISIoT 2023 4th International Workshop on Intelligent Systems for the Internet of Things Workshop of IEEE DCOSS-IoT 2023, June 21 2023, Pafos, Cyprus

“The HALY. ID project: an innovative field data acquisition system based on drones and machine learning to monitor Halyomorpha halys”, Daniele Giannetti, Niccolò Patelli, Francesco Betti Sorbelli, Lorenzo Palazzetti, Maria Cristina Pinotti, Lara Maistrello, Poster presso: XXVII Congresso Nazionale Italiano di Entomologia, PALERMO, 12-16 giugno 2023

Maistrello L., Giannetti D., Patelli N., Betti Sorbelli F., Pinotti C.M., “Do drones affect the behaviour of Halyomorpha halys? Implications for pest monitoring in pear orchards”, XII European Congress of Entomology Heraklion, Crete, Greece from 16-20 October 2023, (oral presentation by Lara Maistrello)

David Niederprüm, Jan Schlichter, Sven Pullwitt and Lars Wolf, “Approaches for the Design of Sensor Networks for Pest Monitoring in Farming Applications”, 5th International Workshop on IoT Applications and Industry 5.0 of IEEE DCOSS-IoT 2023, June 21 2023, Pafos, Cyprus

David Niederprüm, Shashank Anil Kumar Jhansale and Lars Wolf: Towards Detecting Brown Marmorated Stink Bug Using Stationary Cameras, in 2023 IEEE International Workshop on Metrology for Agriculture and Forestry, pages 439-443, 2023

Leonard J. Zurek, Amin Kagar, Brendan O’Flynn, David Niederprüm, Lars Wolf and Dimitrios Zorbas: Evaluation of Wireless Technologies for an Embedded Camera-based Pest Monitoring System, in 2023 IEEE International Workshop on Metrology for Agriculture and Forestry, pages 449-454, 2023