Ewch i’r prif gynnwys
Yulia Hicks

Dr Yulia Hicks

Uwch Ddarlithydd - Addysgu ac Ymchwil

Yr Ysgol Peirianneg

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Trosolwyg

Dr Yulia Hicks joined the Cardiff School of Engineering as a lecturer in May 2004. Her main research interests are in the areas of Computer Vision and Image Processing. Dr Hicks’ other research interests lie in the areas of statistical modelling, modelling and tracking of human motion, joint modelling of facial articulation and speech and multi-modal signal processing. In the past several years, she was involved in EPSRC and industry funded research projects on video-assisted blind source separation, modeling and recognition of interactive human behaviour ans statistcial modeling. Dr Hicks is a co-director of the Human Factors Technology Centre, an interdisciplinary Research Centre which brings together the Schools of Engineering, Psychology and Computer Science. Electrical & Electronic Engineering
Health, Technology and the Digital World


Academic Prizes: * Best paper award for “Building shape and texture models of diatoms for analysis and synthesis of drawings” article by Y. Hicks, D. Marshall, P.L. Rosin, R.R. Martin, S. Droop and D. Mann, published in Proc. of Irish Machine Vision and Image Processing Conference, September 2004, Dublin, Ireland. * Best Demonstration Paper prize at BMVC’2000 for “Hierarchical Model of Dynamics for Tracking People with a Single Video Camera”, article by I.A.Karaulova, P.M.Hall, A.D.Marshall, A Proc. British Machine Vision Conference (BMVC’2000), Vol.1, Bristol, England, pp.352-361, ISBN 1-901725-13-8. Invited talks: * Grenoble Institute of Techology, March 2008: Multimodal BSS * Swansea University, December 2009: Statistical Models in Audio, Image and Video processing * Surrey University, February 2010: Incremental Gaussian Mixture Models * Kingston University, June 2010: Incremental Gaussian Mixture Models and Hidden Markov Models * Bath University, July 2010: Statistical Models in Audio, Image and Video Processing Organising conferences/workshops/meetings: * Publicity Chair for the International Digital Signal Processing Conference (DSP2007), hosted by Cardiff School of Engineering in July 2007. * Publicity Chair for the IEEE Workshop on Statistical Signal Processing hosted by Cardiff School of Engineering in August 2009. * Organising Chair for the 14th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2010) to be hosted by Cardiff School of Engineering in September 2010.

Cyhoeddiad

2023

2022

2021

2020

2019

2018

2017

2016

2015

2014

2013

2012

  • Havell, B., Rosin, P. L., Sanei, S., Aubrey, A., Marshall, A. D. and Hicks, Y. A. 2012. A hybrid phoneme based clustering approach for audio driven facial animation. Presented at: 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, Japan, 25-30 March 20122012 IEEE International Conference on Acoustics, Speech and Signal Processing: Proceedings. Los Alamitos, CA: IEEE pp. 2261-2264., (10.1109/ICASSP.2012.6288364)
  • Bennasar, M., Setchi, R. and Hicks, Y. A. 2012. Unsupervised discretization method based on adjustable intervals. Presented at: KES 2012 - 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, San Sebastian, Spain, 10-12 September 2012 Presented at Graña, M. et al. eds.Advances in knowledge-based and intelligent information and engineering systems. Frontiers in Artificial Intelligence and Applications Vol. 243. Amsterdam: IOS Press pp. 79-87., (10.3233/978-1-61499-105-2-79)

2011

2010

2009

2008

2007

2006

2005

  • Wang, W., Cosker, D. P., Hicks, Y. A., Sanei, S. and Chambers, J. A. 2005. Video assisted speech source separation. Presented at: ICASSP 2005. IEEE International Conference on Acoustics, Speech, and Signal Processing, Philadelphia, PA, USA, 18-23 March 2005.
  • Hicks, Y. A., Holt, C. A. and Marshall, D. 2005. Markerless motion capture with a single video camera. Presented at: 3rd International Conference on Biomechanics of the Lower Limb in Health, Disease and Rehabilitation, Salford, UK.
  • Aubrey, A., Chambers, J. A., Hicks, Y. A., Sanei, S. and Marshall, D. 2005. Video assisted speech source separation. Presented at: Proceedings of the International Conference of Acoustic, Speech and Signal Processing (ICASSP 2005), Philadelphia, USA.

2004

2003

2002

Adrannau llyfrau

Cynadleddau

Erthyglau

Ymchwil

Contracts

TitlePeopleSponsorValueDuration
Bridging the gapsFeatherston C, Hicks Y, Davies C, Preece A, Patrick J, Elias S, Found PEPSRC4715201/04/2012 - 31/03/2013
Improving EEG reading of brain states for clinical applications using a data-driven joint model of FMRI and EEG.Wise R (PSYCH), Hicks YA, Charron CSEPSRC2659501/05/2011 - 30/04/2012
Signal processing solutions for the networked battlespaceMcWhirter J, Hicks YEPSRC via Loughborough51551901/04/2013 - 31/03/2018
Automated assessment of timing and movement signatures in Huntingdon's diseaseBusse (HCARE) Holt C, Hicks YWellcome Trust1630101/01/2016 - 31/12/2016
Multi-modal blind source separation algorithmsChambers JA, Hicks YA, Sanei S, (with COMSC)Engineering and Physical Sciences Research Council (transferred to Loughborough)22319001/05/2005 - 01/05/2008
Modelling, analysing and exploiting dependencies between the parts of a moving human figure in the context of computer graphics applicationsHicks YAThe Nuffield Foundation 120001/08/2005 - 30/09/2005
Multi-Camera Real Time 3D Reconstruction of Urban EnvironmentsHicks YGeneral Dynamics1906001/10/2007 - 30/09/2010
Adaptive models of human motionDr YA HicksEngineering and Physical Sciences Research Council 20629101/01/2007 - 30/06/2009
Video-assisted audio source separationDr YA HicksQinetiQ Ltd1320001/10/2004 - 30/09/2007

Supervised Students

TitleStudentStatusDegree
Distributed Smart SystemsAL SAADI Ahmed Saad KareemCurrentPhD
A SHADOW ROBOT SYSTEMNOYVIRT AlexandreGraduatePhD
Exploiting The Bimodality of Speech in The Cocktail Party ProblemAUBREY Andrew JamesGraduatePhD
QUANTIFYING ATHEROSCLEROSIS IN PERIPHERAL VASCULATURE USING 3D ULTRASOUND IMAGING.AZZOPARDI CarlCurrentPhD
Enhanced Interpretation of the Mini-Mental State ExaminationTODOROV DimanGraduatePhD
Modelling Conversational 3-Dimensional Faces - Computer EngineeringABBAS Hawraa HassanCurrentPhD
Analysing Complex Human Behaviours In Multmedia StreamsKALOSKAMPIS IoannisGraduatePhD
Semantically Enhanced Document ClusteringSTANKOV Ivan DimitrovGraduatePhD
A Robust Technique for Detecting Abdominal Aortic Calcification using Dual-Energy X-Ray AbsorptiometryELMASRI Karima Mohamed AliCurrentPhD
Video-based Situation Assessment for Road SafetyMOHAMMAD Mahmud AbdullaThesis SubmittedPhD
Clinical Decision Support System for Early Detection and Diagnosis of DementiaBENNASAR MohamedGraduatePhD
Evaluating Intuitive Interactions Using Image SchemasASIKHIA Obokhai KessThesis SubmittedPhD
DYNAMIC SPECTRUM MANAGEMENT IN 4G BROADBAND ACCESS NETWORK.ADEBAYO Patrick KunleCurrentPhD
Joint EEG/fMRI Signal Model For EEG Separation and LocalizationSUN PengGraduateMPhil
MODELLING TALKING HUMAN FACES IN 3D. (ELECTRICAL AND ELECTRONIC/COMPUTER SYSTEMS ENGINEERING).ALBASRI Samia Dawood ShakirCurrentPhD
Auotmated Mood Boards: Ontology-Based Semantic Image RetrievalENGKU FADZLI HASSAN Syed AbdullahGraduatePhD
OPTIMISING THE QUANTITATIVE ANALYSIS IN FUNCTIONAL PET BRAIN IMAGING.ALZAMIL Yasser Zamil AbdullahCurrentPhD
Modelling, Tracking and Generating Human Interaction Behaviours in VideoZHENG YueGraduatePhD
COMPUTER ENGINEERINGHARBI Zainab AbbasCurrentPhD
POLYNOMIAL MATRIX TECHNIQUES FOR MIMO COMMUNICATIONSWANG ZeliangCurrentPhD

Addysgu

Rwy'n addysgu'r modiwlau canlynol yn yr Ysgol Peirianneg:

  • Blwyddyn 1af  Cyfrifiadura Peirianneg
  • Rhaglennu 2il flwyddyn ar gyfer Peirianneg
  • 3ydd flwyddyn Cyfrifiadura Peirianneg sy'n Canolbwyntio ar Wrthrychau
  • Deallusrwydd artiffisial 4edd flwyddyn 

Yn ogystal ag addysgu ar y modiwlau uchod, rwy'n goruchwylio prosiectau israddedig mewn Golwg Gyfrifiadurol, Dysgu Peiriant, Dysgu Dwfn ac AI.

Bywgraffiad

Addysg

  • 2003: PhD (Golwg Cyfrifiadurol), Prifysgol Caerdydd, Caerdydd, UK
  • 1997: BSc (Cyfrifiadureg), Prifysgol Caerdydd, Caerdydd, UK
  • 1996: MSc (Mathemateg Gymhwysol), Moscow State University, Moscow, Rwsia

Trosolwg gyrfa

  • 2011 - presennol Uwch Ddarlithydd mewn Golwg Cyfrifiadurol a Dysgu Peiriant, Ysgol Peirianneg, Prifysgol Caerdydd
  • 2004 - 2011      Darlithydd mewn Golwg Cyfrifiadurol a Dysgu Peiriant, Ysgol Peirianneg, Prifysgol Caerdydd
  • 2001 - 2003      Cydymaith Ymchwil, Ysgol Cyfrifiadureg a Gwybodeg, Prifysgol Caerdydd

Aelodaeth broffesiynol

Uwch Aelod IEEE, aelod BMVA.

Pwyllgorau Technegol

  • O 2017 ymlaen ExCo aelod o IET Vision and Imaging proffesiynol rhwydwaith.
  • O 2017 ymlaen Mae ExCo yn aelod cyfetholedig o Gymdeithas Gweledigaeth Peiriant Prydain (BMVA).

Swyddi academaidd

PhD Arholwr allanol ar gyfer Prifysgol Nottingham Trent, y DU (2019); Prifysgol Loughborough, y DU (2014, 2017, 2018); Prifysgol Strathclyde, y DU (2016); Prifysgol Kingston, y DU (2011, 2013); Prifysgol Newcastle, y DU (2016); Prifysgol Ulster, y DU (2015); Prifysgol Deakin, Awstralia (2015, 2018); Prifysgol Strasbourg, Ffrainc (2019).

Arholwr allanol gradd MSc ar gyfer yr Ysgol Cyfrifiadureg, Prifysgol Kingston, y DU (2014-2017).

Gwobrau Academaidd

  • Gwobr Papur Gorau yn IEEE LifeTech 2020, Kyoto, Japan.
  • Gwobr papur gorau yng Nghynhadledd Gweledigaeth a Phrosesu Delweddau Peiriant Iwerddon, Medi 2004, Dulyn, Iwerddon.
  • Gwobr Papur Arddangos Gorau yng Nghynhadledd British Machine Vision 2000.

Sgyrsiau gwahoddedig

  • Prifysgol Aberystwyth, Chwefror 2020: Tuag at asesiadau clinigol mwy sensitif, gwrthrychol a chyson ar gyfer anhwylderau niwroddirywiol.
  • Prifysgol Newcastle, Gorffennaf 2017: Tuag at asesiadau clinigol mwy sensitif, gwrthrychol a chyson ar gyfer anhwylderau niwroddirywiol.
  • Prifysgol Caerfaddon, Gorffennaf 2010: Modelau Ystadegol mewn Prosesu Sain, Delwedd a Fideo.
  • Prifysgol Kingston, Mehefin 2010: Modelau Cymysgedd Gaussian Incremental a Modelau Markov Cudd
  • Prifysgol Surrey, Chwefror 2010: Modelau Cymysgedd Gaussian Cynwysol
  • Prifysgol Abertawe, Rhagfyr 2009: Modelau Ystadegol mewn Prosesu Sain, Delwedd a Fideo
  • Sefydliad Technoleg Grenoble, Mawrth 2008: Gwahaniad ffynhonnell ddall amlfoddol.

Trefnu cynadleddau

  • Cadeirydd Cyffredinol ar gyfer 30ain Cynhadledd Gweledigaeth Peiriant Prydain, Caerdydd, Medi 2019. 
  • Cadeirydd Sesiwn Gwahoddedig ar gyfer Cynhadledd Ryngwladol 19th, 20fed, 21ain, 22ain a 24ain ar Systemau Gwybodaeth a Systemau Gwybodaeth a Pheirianneg (KES2015, KES2016, KES2017, KES2018, KES2020).
  • Trefnu Cadeirydd ar gyfer y 14eg Gynhadledd Ryngwladol ar Systemau Gwybodaeth a Pheirianneg Ddeallus (KES2010) a gynhelir gan Ysgol Peirianneg Caerdydd ym mis Medi 2010.
  • Cadeirydd cyhoeddusrwydd ar gyfer Gweithdy IEEE ar Brosesu Arwyddion Ystadegol a gynhaliwyd gan Ysgol Peirianneg Caerdydd ym mis Awst 2009.
  • Cadeirydd cyhoeddusrwydd ar gyfer y Gynhadledd Prosesu Arwyddion Digidol Ryngwladol (DSP2007), a gynhaliwyd gan Ysgol Peirianneg Caerdydd ym mis Gorffennaf 2007.

Meysydd goruchwyliaeth

Mae Dr Hicks yn gyd-gyfarwyddwr y Human Factors Technology Lab, Canolfan Ymchwil ryngddisgyblaethol sy'n dwyn ynghyd yr Ysgolion Peirianneg, Seicoleg a Chyfrifiadureg. Mae'n gartref i amrywiaeth o offer dal cynnig, camera fideo 3D a swyddfa ymchwil bwrpasol gyda desgiau a chyfrifiaduron. Goruchwyliodd Dr Hicks 18 o fyfyrwyr PhD yn llwyddiannus (deg fel y prif oruchwyliwr ac wyth fel cyd-oruchwyliwr) a dau MPhil (un prif oruchwyliwr ac un cyd-oruchwyliwr). Ar hyn o bryd mae'n goruchwylio pum myfyriwr PhD.

Ar hyn o bryd, mae'n mynd ar drywydd ymchwil ac yn chwilio am gydweithrediadau newydd yn y meysydd hyn:

  • AI egluradwy
  • Gweithredu dynol a chydnabod gweithgarwch mewn fideo
  • Modelu a nodweddu symudiad dynol ar gyfer clefydau niwro-ddirywiol a phoen cefn
  • Delwedd fiofeddygol a phrosesu signal
  • Ceisiadau AI mewn Peirianneg