Greg Bishop-Hurley

According to our database, Greg Bishop-Hurley authored at least 32 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Animal behavior classification via deep learning on embedded systems.

Reza Arablouei, Liang Wang, Lachlan Currie, Jordan Yates, Flavio A. P. Alvarenga, Gregory Bishop-Hurley

Comput. Electron. Agric., April, 2023

Classifying animal behavior from accelerometry data via recurrent neural networks.

Liang Wang, Reza Arablouei, Flavio A. P. Alvarenga, Gregory Bishop-Hurley

Comput. Electron. Agric., March, 2023

CVB: A Video Dataset of Cattle Visual Behaviors.

Ali Zia, Renuka Sharma, Reza Arablouei, Greg Bishop-Hurley, Jody McNally, Neil Bagnall, Vivien Rolland, Brano Kusy, Lars Petersson, Aaron Ingham

CoRR, 2023

Point-Syn2Real: Semi-Supervised Synthetic-to-Real Cross-Domain Learning for Object Classification in 3D Point Clouds.

Ziwei Wang, Reza Arablouei, Jiajun Liu, Paulo Borges, Greg Bishop-Hurley, Nicholas Heaney

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

2022

In-situ animal behavior classification using knowledge distillation and fixed-point quantization.

Reza Arablouei, Liang Wang, Caitlin Phillips, Lachlan Currie, Jordan Yates, Greg Bishop-Hurley

CoRR, 2022

Multi-modal Sensor Data Fusion for In-situ Classification of Animal Behavior Using Accelerometry and GNSS Data.

Reza Arablouei, Ziwei Wang, Greg Bishop-Hurley, Jiajun Liu

CoRR, 2022

Multi-modal sensing for behaviour recognition.

Ziwei Wang, Jiajun Liu, Reza Arablouei, Greg Bishop-Hurley, Melissa Matthews, Paulo Borges

Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

2021

Animal Behavior Classification via Accelerometry Data and Recurrent Neural Networks.

Liang Wang, Reza Arablouei, Flavio A. P. Alvarenga, Greg Bishop-Hurley

CoRR, 2021

Animal Behavior Classification via Deep Learning on Embedded Systems.

Reza Arablouei, Liang Wang, Lachlan Currie, Flavio A. P. Alvarenga, Greg Bishop-Hurley

CoRR, 2021

Deep learning-based cattle behaviour classification using joint time-frequency data representation.

Seyedehfaezeh Hosseininoorbin, Siamak Layeghy, Brano Kusy, Raja Jurdak, Greg Bishop-Hurley, Paul L. Greenwood, Marius Portmann

Comput. Electron. Agric., 2021

In-situ classification of cattle behavior using accelerometry data.

Reza Arablouei, Lachlan Currie, Brano Kusy, Aaron Ingham, Paul L. Greenwood, Greg Bishop-Hurley

Comput. Electron. Agric., 2021

Video-based cattle identification and action recognition.

Chuong Nguyen, Dadong Wang, Karl von Richter, Philip Valencia, Flavio A. P. Alvarenga, Gregory Bishop-Hurley

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

2020

Deep Learning-based Cattle Activity Classification Using Joint Time-frequency Data Representation.

Seyedeh Fa'ezeh Hosseini Noorbin, Siamak Layeghy, Brano Kusy, Raja Jurdak, Greg Bishop-Hurley, Marius Portmann

CoRR, 2020

A sensor-based solution to monitor grazing cattle drinking behaviour and water intake.

Lauren R. Williams, Steven T. Moore, Greg Bishop-Hurley, Dave L. Swain

Comput. Electron. Agric., 2020

Inclusion of features derived from a mixture of time window sizes improved classification accuracy of machine learning algorithms for sheep grazing behaviours.

Shuwen Hu, Aaron Ingham, Sabine Schmoelzl, Jody McNally, Bryce Little, Daniel Smith, Greg Bishop-Hurley, You-Gan Wang, Yutao Li

Comput. Electron. Agric., 2020

2019

Use of radio frequency identification (RFID) technology to record grazing beef cattle water point use.

Lauren R. Williams, David R. Fox, Greg Bishop-Hurley, Dave L. Swain

Comput. Electron. Agric., 2019

2016

Behavior classification of cows fitted with motion collars: Decomposing multi-class classification into a set of binary problems.

Daniel V. Smith, Ashfaqur Rahman, Greg Bishop-Hurley, James Hills, Md. Sumon Shahriar, David Henry, Richard Rawnsley

Comput. Electron. Agric., 2016

Detecting heat events in dairy cows using accelerometers and unsupervised learning.

Md. Sumon Shahriar, Daniel V. Smith, Ashfaqur Rahman, Mark Freeman, James Hills, Richard Rawnsley, David Henry, Greg Bishop-Hurley

Comput. Electron. Agric., 2016

A comparison of autoencoder and statistical features for cattle behaviour classification.

Ashfaqur Rahman, Daniel V. Smith, James Hills, Greg Bishop-Hurley, David Henry, Richard Rawnsley

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015

Bag of Class Posteriors, a new multivariate time series classifier applied to animal behaviour identification.

Daniel V. Smith, Ritaban Dutta, Andrew D. Hellicar, Greg Bishop-Hurley, Richard Rawnsley, David Henry, James Hills, Greg P. Timms

Expert Syst. Appl., 2015

Behavioral classification of data from collars containing motion sensors in grazing cattle.

Luciano A. González, Greg Bishop-Hurley, Rebecca N. Handcock, Christopher Crossman

Comput. Electron. Agric., 2015

Dynamic cattle behavioural classification using supervised ensemble classifiers.

Ritaban Dutta, Daniel V. Smith, Richard Rawnsley, Greg Bishop-Hurley, James Hills, Greg P. Timms, David Henry

Comput. Electron. Agric., 2015

2014

An investigation of cow feeding behavior using motion sensors.

Greg Bishop-Hurley, Dave Henry, Daniel V. Smith, Ritaban Dutta, James Hills, Richard Rawnsley, Andrew D. Hellicar, Greg P. Timms, Ahsan Morshed, Ashfaqur Rahman, Claire D'Este, Yanfeng Shu

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2014

2010

Environmental sensor networks for vegetation, animal and soil sciences.

Andre Zerger, Raphael A. Viscarra Rossel, Dave Swain, Tim Wark, Rebecca N. Handcock, V. A. J. Doerr, Greg Bishop-Hurley, E. D. Doerr, P. G. Gibbons, Craig Lobsey

Int. J. Appl. Earth Obs. Geoinformation, 2010

Energy-efficient localization for virtual fencing.

Raja Jurdak, Peter I. Corke, Dhinesh Dharman, Guillaume Salagnac, Christopher Crossman, Philip Valencia, Greg Bishop-Hurley

Proceedings of the 9th International Conference on Information Processing in Sensor Networks, 2010

2009

Monitoring Animal Behaviour and Environmental Interactions Using Wireless Sensor Networks, GPS Collars and Satellite Remote Sensing.

Rebecca N. Handcock, Dave L. Swain, Greg Bishop-Hurley, Kym P. Patison, Tim Wark, Philip Valencia, Peter Corke, Christopher J. O'Neill

Sensors, 2009

Sensor and Actuator Networks: Protecting Environmentally Sensitive Areas.

Tim Wark, Dave Swain, Christopher Crossman, Philip Valencia, Greg Bishop-Hurley, Rebecca N. Handcock

IEEE Pervasive Comput., 2009

2008

A sensor network for compression and streaming of GPS trajectory data.

Tim Wark, Christopher Crossman, Philip Valencia, Peter I. Corke, Greg Bishop-Hurley, Dave Swain

Proceedings of the 6th International Conference on Embedded Networked Sensor Systems, 2008

2007

Transforming Agriculture through Pervasive Wireless Sensor Networks.

Tim Wark, Peter I. Corke, Pavan Sikka, Lasse Klingbeil, Ying Guo, Christopher Crossman, Philip Valencia, Dave Swain, Greg Bishop-Hurley

IEEE Pervasive Comput., 2007

A model-based routing protocol for a mobile, delay tolerant network.

Tim Wark, Wen Hu, Pavan Sikka, Lasse Klingbeil, Peter I. Corke, Christopher Crossman, Greg Bishop-Hurley

Proceedings of the 5th International Conference on Embedded Networked Sensor Systems, 2007

2006

Animal Behaviour Understanding using Wireless Sensor Networks.

Ying Guo, Peter I. Corke, Geoff Poulton, Tim Wark, Greg Bishop-Hurley, Dave Swain

Proceedings of the LCN 2006, 2006

Wireless adhoc sensor and actuator networks on the farm.

Pavan Sikka, Peter I. Corke, Philip Valencia, Christopher Crossman, Dave Swain, Greg Bishop-Hurley

Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006