Publications from the Centre for Machine Vision (CMV)
Our research is published in leading academic journals, as well as in a range of books, reports and practitioner articles.
A complete list of publications produced by our members can also be found in the UWE Bristol Research Repository.
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Toward multimodal AI for livestock: Vision-language modelling for non-invasive cattle behaviour analysis in smart barns
Presentation / Conference Contribution|Authors: Ahmad, Misbah; Zhang, Wenhao; Smith, Melvyn; Brilot, Ben; Bell, Matt
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A low-cost smartphone attachment for providing repeatable imaging and structured lighting, for 3D texture analysis of pigmented lesions for early detection of skin cancer
Presentation / Conference Contribution|Authors: Smith, Lyndon; Zhang, Wenhao; Smith, Melvyn; Welsby, Jason; Hendry, Ruth
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A learning-based method for automatically determining application sequence of intersecting ink lines using photometric stereo
Presentation / Conference Contribution|Authors: Liang, Yurong; Smith, Melvyn; Smith, Lyndon; Harwood, William; Clement, Simon; Zhang, Wenhao
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Advances in plant disease detection in organic farming systems
Book Chapter|Authors: Batool, Tahira; Bell, Matt J.; Zhang, Wenhao; Allainguillaume, Joel
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Precision single-camera eye tracking towards cognitive health assessment
Presentation / Conference Contribution|Authors: Wang, Xuli; Smith, Melvyn; Zook, Nancy; Conway, Myra; Zhang, Wenhao
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Development of a gamified Simon task for machine learning and eye-tracking analysis of cognitive performance in early dementia diagnosis
Presentation / Conference Contribution|Authors: Wang, Xuli; Field, Sofia; Conway, Myra; Smith, Melvyn; Zhang, Wenhao; Zook, Nancy
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IYOLO-FAM: Improved YOLOv8 with feature attention mechanism for cow behaviour detection
Presentation / Conference Contribution|Authors: Ahmad, Misbah; Zhang, Wenhao; Smith, Melvyn; Brilot, Ben; Bell, Matt
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Balanced multi-UAV path planning for persistent monitoring
Journal Article|Authors: Zhan, Xinru; Chen, Yang; Chen, Xi; Zhang, Wenhao
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SPGNet: A shape-prior guided network for medical image segmentation
Presentation / Conference Contribution|Authors: Song, Zhengxuan; Liu, Xun; Zhang, Wenhao; Gong, Yongyi; Hao, Tianyong; Zeng, Kun
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EM-COGLOAD: An investigation into age and cognitive load detection using eye tracking and deep learning
Journal Article|Authors: Miles, Gabriella; Smith, Melvyn; Zook, Nancy; Zhang, Wenhao
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About the Centre for Machine Vision (CMV)
Centre for Machine Vision is part of Bristol Robotics Laboratory, a centre of excellence in the Department of Engineering, Design and Mathematics at UWE Bristol.
Links
Links to various resources and collaborators.
Members of the Centre for Machine Vision (CMV)
Meet the members of the Centre for Machine Vision.
Projects in the Centre for Machine Vision (CMV)
Current Centre for Machine Vision projects, read about the many advances we have made.