Gait, Behaviour and Identity Science

报告题目:Gait, Behaviour and Identity Science

报告人:Mark Nixon英国南安普顿大学教授,博士生导师

报告时间:20241124日下午14:00-15:00

报告地点:秀山校区艺设西楼213会议室

报告对象:感兴趣的教师、研究生等

主办单位:二肖二码长期免费公开、科教融合人工智能学院

报告摘要:Gait as a biometric started in the late 1990s and has recently made enormous progress with the power of deep learning; gait as part of behaviour analysis has attracted more sporadic attention; gait as identity science attracted more attention in the days of handcrafted approaches, than it has yet to with deep learning. As technology matures it can incorporate more application domains and engage in a wider technological remit: it is therefore time to take stock. Gait has much to offer in the security and forensics domains, though this is largely yet to be realised. Behaviour has much wider aspects than surveillance since it can offe solutions which help our ageing societies. There are also medical aspects and condition diagnosis not just for ageing societies but also for monitoring the health of our populations. Identity science is perhaps a way to calibrate advances: forensics require confidence in order to establish evidence and that similarly permeates c knowledge-driven advances.This talk will aim to embrace these concepts, as part of the evolution along these new paths and to capture behaviour and identity science aspects of gait.

报告人简介:Mark S. Nixon is a Professor Emeritus with the Vision, Learning and Control research group in the School of Electronics and Computer Science at the University of Southampton UK. His research interests are in image processing, biometrics and computer vision. His team pioneered gait as a biometric and were amongst the pioneers of ear biometrics. His team has developed new techniques for static and moving shape extraction, which have found application in automatic face and automatic gait recognition and in medical image analysis. His books include Feature Extraction and Image Processing for Computer Vision (Elsevier, 4th Ed.), Human ID Based on Gait (Springer) and D’oh! Fourier (WSP). He was previously the President of the IEEE Biometrics Council and Vice Chair IEEE PSPB; he is currently Editor in Chief IEEE Transactions on Biometrics, Behavior, and Identity Science. He is a Fellow of the IAPR (for services to biometrics and computer vision) and the Distinguished Fellow of the BMVA 2015. He has been chair/program co-chair for many conferences (BMVC’98, ICPR’04, IEEE BTAS’10, ICPR’16, IEEE ISBA’16, IAPR/IEEE IJCB’17, and ICB’19 and will co-chair IJCB 2025) and supervised many excellent PhD students.