Research output per year
Research output per year
Personal profile
Research interests
Dr Carl Jones research spans the full autonomy stack for physical robotic platforms, with a particular focus on edge AI, stereo vision, and energy-efficient control. He deploys real-time depth estimation and object recognition on embedded hardware including the Hailo-8/10H NPU, Google Coral Edge TPU, and Sony IMX500 (Jones et al., 2025). His work on reinforcement learning for quadruped and manipulator robots uses simulation environments as a development pathway for sim-to-real transfer to physical platforms.
Experience
Dr Carl Jones is co-founder and Technical Lead of Photometrix, a USW spin-out that successfully commercialised a stereo 3D measurement system licensed to Quantificare, demonstrating translation of research into real-world industrial adoption.
Education/Academic qualification
Computational Neuroscience, D.Phil. , University of Sussex
1995 → 2002
Award Date: 1 Jul 1999
Machine Perception and Neurocomputing, MSc, Keele University
Award Date: 1 Jun 1995
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- 1 Similar Profiles
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Lightweight Edge Architecture for Real-Time Object Recognition and Depth Estimation in Autonomous Systems
Jones, C., Watkins, D. & Wilson, I., 25 Jul 2025, (Accepted/In press) Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering: 8th International Conference on Emerging Technologies in Computing (iCETiC 2025), Proceedings. SpringerResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Segmentation of infrared images using stereophotogrammetry
Kluwe, B., Christian, D., Miknis, M., Plassmann, P. & Jones, C., 13 Oct 2017, (E-pub ahead of print) VipIMAGE 2017: Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing Porto, Portugal, October 18-20, 2017. Tavares, J. M. R. S. & Jorge, R. N. (eds.). Springer, Vol. 27. p. 1025-1034 10 p. (Lecture Notes in Computational Vision and Biomechanics; vol. 27).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Virtual environment stereo image capture using the Unreal Development Kit
Miknis, M., Plassmann, P. & Jones, C., 1 Dec 2014, GSCIT 2014 - Global Summit on Computer and Information Technology. Institute of Electrical and Electronics Engineers Inc., 6970136Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Discrimination of oriented visual textures by poultry chicks
Jones, C. D. & Osorio, D., Jan 2004, In: Vision Research. 44, 1, p. 83-89 7 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Colour categorization by domestic chicks
Jones, C. D., Osorio, D. & Baddeley, R. J., 22 Oct 2001, In: Proceedings of the Royal Society B: Biological Sciences. 268, 1481, p. 2077-2084 8 p.Research output: Contribution to journal › Article › peer-review