Research outputs per year
Research outputs per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Falcon Neuro space-based observations of lightning using event-based sensors
McHarg, M. G., Jones, I. R., Wilcox, Z., Balthazor, R. L., Marcireau, A. & Cohen, G., 2024, In: Frontiers in Remote Sensing. 5, 11 p., 1436898.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Downloads (Pure) -
Astrometric calibration and source characterisation of the latest generation neuromorphic event-based cameras for space imaging
Ralph, N. O., Marcireau, A., Afshar, S., Tothill, N., Schaik, A. V. & Cohen, G., Dec 2023, In: Astrodynamics. 7, 4, p. 415-443 29 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Density invariant contrast maximization for neuromorphic earth observations
Arja, S., Marcireau, A., Balthazor, R. L., McHarg, M. G., Afshar, S. & Cohen, G., 2023, Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2023), 18-22 June 2023, Vancouver, Canada. IEEE, p. 3984-3994 11 p.Research output: Chapter in Book / Conference Paper › Conference Paper › peer-review
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Neuromorphic sensor event-rate monitoring for satellite characterization
Jolley, A., Afshar, S., Cohen, G., Pahlavani, R. L. & Lambert, A., May 2023, In: Journal of Spacecraft and Rockets. 60, 3, p. 753-764 12 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
An optimized deep spiking neural network architecture without gradients
Bethi, Y., Xu, Y., Cohen, G., Van Schaik, A. & Afshar, S., 2022, In: IEEE Access. 10, p. 97912-97929 18 p.Research output: Contribution to journal › Article › peer-review
Projects
- 8 Finished
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High-speed counting of black soldier flies for optimised waste recovery
Marcireau, A. (PI), Cohen, G. (Investigator), Xu, Y. (Investigator) & Jayasena, V. (Investigator)
NSW Smart Sensing Network, ARC Ento Tech
16/05/23 → 1/06/24
Project: Research
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Evaluation of Event-based Cameras for Cis-Lunar Position, Navigation, and Timing FA2386-23-1-4005
Cohen, G. (PI) & Marcireau, A. (Investigator)
Air Force Office of Scientific Research
17/12/22 → 16/12/24
Project: Research
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Feasibility of Event Based Vision Sensors servicing the Artemis Spacecraft [via The South Australian Research and Development Institute (SARDI)]
van Schaik, A. (PI), Cohen, G. (Investigator) & Ramesh, B. (Investigator)
29/06/21 → 25/06/22
Project: Research
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Event-Based Cameras and their Potential Applications to Space Situational Awareness
Cohen, G. (PI) & van Schaik, A. (Investigator)
Air Force Office of Scientific Research
15/11/18 → 21/05/22
Project: Research
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Datasets
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Observations of naturally occurring lightning with an event-based vision sensor
Imogen, J., Hallgren, J., Ralph, N. O., Cohen, G., Marcireau, A. & Jones, I., ZENODO, 14 Feb 2024
DOI: 10.5281/zenodo.10656061, https://zenodo.org/records/10656061
Dataset
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Extended MNIST (EMNIST) dataset
Cohen, G., Afshar, S., Tapson, J. & van Schaik, A., Western Sydney University, 4 Oct 2017
DOI: 10.26183/zn7s-gh79, https://research-data.westernsydney.edu.au/published/2d9cc060519411ecb15399911543e199
Dataset
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Event-Based Space Situational Awareness (EBSSA) Dataset
Afshar, S., Nicholson, A., van Schaik, A. & Cohen, G., Western Sydney University, 6 Mar 2020
https://research-data.westernsydney.edu.au/published/ffe96150519311ecb15399911543e199
Dataset
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The ATIS Planes dataset: Investigation of event-based surfaces for high-speed detection, unsupervised feature extraction, and object recognition
Afshar, S., Hamilton, T., Tapson, J., van Schaik, A. & Cohen, G., Western Sydney University, 21 Jan 2019
DOI: 10.26183/k97b-q415, https://research-data.westernsydney.edu.au/published/180679d0519411ecb15399911543e199
Dataset
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EMNIST: an extension of MNIST to handwritten letters
Cohen, G., Afshar, S., Tapson, J. & van Schaik, A., Western Sydney University, 1 May 2017
DOI: 10.26183/m9k1-zr06, https://research-data.westernsydney.edu.au/published/2df91130519411ecb15399911543e199
Dataset
HDR Theses
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Event-based feature detection, recognition and classification
Cohen, G. (Author), 2015Western Sydney University thesis: Doctoral thesis
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