Malika Nisal Ratnayake

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Alan DorinMonash University, AustraliaVerified email at monash.edu
Adrian DyerMonash University (Research Fellow)Verified email at monash.edu
Don Chathurika AmarathungaPhD Student at Monash UniversityVerified email at monash.edu
Scarlett HowardSchool of Biological Sciences, Monash UniversityVerified email at monash.edu
Jair E GarciaResearcherVerified email at unimelb.edu.au
Huynh Trung LuongProfessor of Industrial Systems Engineering, Asian Institute of TechnologyVerified email at ait.ac.th
Voratas KachitvichyanukulProfessor, Asian Institute of Technology, ThailandVerified email at ait.ac.th
Asaduz ZamanMonash UniversityVerified email at monash.edu
John C. GrundyAustralian Laureate Fellow and Professor of Software Engineering, Faculty of IT, Monash UniversityVerified email at monash.edu
Mani Shrestha, PhDUniversity of BayreuthVerified email at uni-bayreuth.de

Malika Nisal Ratnayake

Research Fellow, Monash University

Verified email at monash.edu

Computer Vision Deep Learning Precision Agriculture Precision Pollination


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Tracking individual honeybees among wildflower clusters with computer vision-facilitated pollinator monitoring MN Ratnayake, AG Dyer, A Dorin Plos one 16 (2), e0239504, 2021	63	2021
Towards Computer Vision and Deep Learning Facilitated Pollination Monitoring for Agriculture MN Ratnayake, AG Dyer, A Dorin Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021	19	2021
Spatial monitoring and insect behavioural analysis using computer vision for precision pollination MN Ratnayake, DC Amarathunga, A Zaman, AG Dyer, A Dorin International Journal of Computer Vision 131 (3), 591-606, 2023	13	2023
Towards precision apiculture: Traditional and technological insect monitoring methods in strawberry and raspberry crop polytunnels tell different pollination stories SR Howard, M Nisal Ratnayake, AG Dyer, JE Garcia, A Dorin PloS one 16 (5), e0251572, 2021	9	2021
Fine-grained image classification of microscopic insect pest species: Western Flower Thrips and Plague Thrips DC Amarathunga, MN Ratnayake, J Grundy, A Dorin Computers and Electronics in Agriculture 203, 107462, 2022	7	2022
A Multi-objective Model for Location-Allocation Problem with Environmental Considerations MN Ratnayake, V Kachitvichyanukul, HT Luong Environmental Sustainability in Asian Logistics and Supply Chains, 205-217, 2019	6	2019
A meta-heuristic for a bi-objective multi-commodity green distribution network MN Ratnayake, V Kachitvichyanukul, HT Luong International Journal of Logistics Systems and Management 36 (2), 282-304, 2020	2	2020
A world without bees: new insights from Australia for managing sustainability in a changing climate AG Dyer, M Shrestha, JE Garcia, SR Howard, MN Ratnayake, A Dorin Proceedings of the Royal Society of Victoria 135 (2), 20-29, 2023	1	2023
Deep-learning and Computer-vision Facilitated Pollination Monitoring for Agriculture MNRR MUDIYANSELAGE Monash University, 0
Spatial modelling of cross-pollination in crop systems through multi-point honeybee tracking MN Ratnayake, AG Dyer, A Dorin

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