Mark Whitty

Agricultural and Biological Sciences · Life Sciences

17h-index1.2kcitations51works0.02yr avg
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Research Topics

Horticultural and Viticultural Research(17), Smart Agriculture and AI(13), Remote Sensing in Agriculture(12), Robotics and Sensor-Based Localization(10), Robotic Path Planning Algorithms(9)

Publications51 total

Image Analysis Techniques for Fruit Assessment in Apples and Grapes
Smart agriculture·2026
Using a Camera System for the In-Situ Assessment of Cordon Dieback due to Grapevine Trunk Diseases
Australian Journal of Grape and Wine Research·2023· 1 citedOpen Access
A 3D grape bunch reconstruction pipeline based on constraint-based optimisation and restricted reconstruction grammar
Computers and Electronics in Agriculture·2022· 4 cited
Data-centric analysis of on-tree fruit detection: Experiments with deep learning
Computers and Electronics in Agriculture·2022· 22 cited
Path Planning for Bulldozers with Curvature Constraints
2021Open Access
Path Planning for Bulldozers with Curvature Constraints
2021Open Access
2D Path Planning Based on Dijkstra's Algorithm and Pseudo Priority Queues
Proceedings of the International Symposium on Combinatorial Search·2021· 6 citedOpen Access
DeepPhenology: Estimation of apple flower phenology distributions based on deep learning
Computers and Electronics in Agriculture·2021· 67 cited
A generalised approach for high-throughput instance segmentation of stomata in microscope images
Plant Methods·2021· 33 citedOpen Access
Embedding metadata in images at time of capture using physical Quick Response (QR) codes
Information Processing & Management·2021· 11 citedOpen Access
A Generalised Approach for High-throughput Instance Segmentation of Stomata in Microscope Images
Research Square (Research Square)·2020Open Access
A Generalised Approach for High-throughput Instance Segmentation of Stomata in Microscope Images
2020Open Access
The use of virtual clinics in the management of fractures: a narrative review
Current Orthopaedic Practice·2020
Accelerating Automated Stomata Analysis Through Simplified Sample Collection and Imaging Techniques
Frontiers in Plant Science·2020· 43 citedOpen Access
Side-view apple flower mapping using edge-based fully convolutional networks for variable rate chemical thinning
Computers and Electronics in Agriculture·2020· 36 citedOpen Access
Three‐dimensional reconstruction of<scp><i>Vitis vinifera</i></scp>(L.) cvs Pinot Noir and Merlot grape bunch frameworks using a restricted reconstruction grammar based on the stochastic L‐system
Australian Journal of Grape and Wine Research·2020· 14 cited
A Generalised Approach for High-throughput Instance Segmentation of Stomata in Microscope Images
Research Square (Research Square)·2020· 1 citedOpen Access
A vision-based robust grape berry counting algorithm for fast calibration-free bunch weight estimation in the field
Computers and Electronics in Agriculture·2020· 43 citedOpen Access
3DBunch: A Novel iOS-Smartphone Application to Evaluate the Number of Grape Berries per Bunch Using Image Analysis Techniques
IEEE Access·2020· 23 citedOpen Access
The accuracy and utility of a low cost thermal camera and smartphone-based system to assess grapevine water status
Biosystems Engineering·2019· 60 cited
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Frequent Co-authors

Scarlett Liu(14), Paul R. Petrie(13), Julie Tang(12), Hiranya Jayakody(9), José Guivant(7), Jayantha Katupitiya(5), Hugo J. de Boer(4), Stephen Cossell(4), Xu Wang(3), Bolai Xin(3), Dylan Campbell(3), M.A. Skewes(2), Masami Hirayama(2), Xiangdong Zeng(2), Lin Chi Mak(2), Tomonari Furukawa(2), Steve Cossell(1), Gregory Dunn(1), Yeniu Mickey Wang(1), Stanley Lam(1)