Research Outputs

Journal publications

• Nicola Binetti, Nadejda Roubtsova, Christina Carlisi, Darren Cosker, Essi Viding and Isabelle Mareschal, Genetic algorithms reveal profound individual differences in emotion recognition. Proceedings of the National Academy of Sciences (PNAS) of the United States of America, 119(45), 2022. DOI: 10.1073/pnas.2201380119 , paper.


• N. Roubtsova and J.-Y. Guillemaut, Bayesian Helmholtz Stereopsis with Integrability Prior , IEEE Transactions on Pattern Analysis and Machine Intelligence, 40(9), pages 2265 - 2272, 2018. DOI: 10.1109/TPAMI.2017.2749373, paper, dataset


• N. Roubtsova and J.-Y. Guillemaut, Colour Helmholtz Stereopsis for Reconstruction of Dynamic Scenes with Arbitrary Unknown Reflectance, International Journal of Computer Vision, 124(1), pages 18-48, 2017. DOI: 10.1007/s11263-016-0951-0 , paper, dataset


• I.M. Creusen, S. Javanbakhti, M.J.H. Loomans, L.B. Hazelhoff, N. Roubtsova, S. Zinger and P.H.N. de With, ViCoMo: Visual Context Modeling for Scene Understanding in Video Surveillance, SPIE Journal of Electronic Imaging, 22(4), 04117-1-1/19, 2013.
  DOI: 10.1117/1.JEI.22.4.041117, paper

Conference proceedings

• N. Roubtsova and J.-Y. Guillemaut, Colour Helmholtz Stereopsis for Reconstruction of Complex Dynamic Scenes, International Conference on 3D Vision (3DV 2014), vol. 1, pages 251-258, 2014. (oral presentation, BMVA Student Travel Grant)
  DOI: 10.1109/3DV.2014.59, paper


• N.S. Roubtsova and J.-Y. Guillemaut, A Bayesian Framework for Enhanced Geometric Reconstruction of Complex Objects by Helmholtz Stereopsis, International Conference on Computer Vision Theory and Applications (VISAPP 2014), pages 335-342, 2014.
  (oral presentation, Best Student Paper Award)
  Full text available at DOI: 10.5220/0004683503350342



• N.S. Roubtsova and P.H.N de With, Group Detection and Unsupervised Detection and Classification of Basic Crowd Behaviour Events for Surveillance Applications, SPIE Electronic Imaging 8663, 2013. (oral presentation, BMVA Student Travel Grant)
  DOI: 10.1117/12.2001427


• N.S. Roubtsova, R.G.J. Wijnhoven and P.H.N. de With, Integrated Text Detection and Recognition in Natural Images, SPIE Electronic Imaging 8295, 2012. (oral presentation) DOI: 10.1117/12.906761

Books

• N. Roubtsova, Accurate 3D Reconstruction of Dynamic Scenes with Complex Reflectance Properties, PhD thesis, 2016. full text


• N. Roubtsova and J.-Y. Guillemaut, Extended Bayesian Helmholtz Stereopsis for Enhanced Geometric Reconstruction of Complex Objects, Springer Lecture Notes. Computer Vision, Imaging and Computer Graphics - Theory and Applications (VISIGRAPP 2014), Revised Selected Papers, series Communications in Computer and Information Science, volume 550, pages 223-238, Springer, 2015. Full text available at DOI: 10.1007/978-3-319-25117-2_14

Datasets

• N. Roubtsova and J.-Y. Guillemaut, Helmholtz Stereopsis Synthetic Dataset, University of Surrey, 2020. (dataset website)


• N. Roubtsova and J.-Y. Guillemaut, Colour Helmholtz Stereopsis Dataset, University of Surrey, 2016. (dataset website)

Miscellaneous

• Christina Carlisi, Nicola Binetti, Nadejda Roubtsova, Rosie Duffy, Tori Sasaki, Darren Cosker, Isabelle Mareschal and Essi Viding, Understanding the relationship between facial emotion representation and mental health. SAS 2022 (abstract)


• Nicola Binetti, Nadejda Roubtsova, Essi Viding, Darren Cosker, Christina Carlisi and Isabelle Mareschal, Individual differences in representation and recognition of facial expressions revealed though a Genetic Algorithm framework. ISRE 2022 (abstract)


• N. Roubtsova, M. Parsons, N. Binetti, I. Maraschal, E. Viding and D. Cosker, EmoGen: Quantifiable Emotion Generation and Analysis for Experimental Psychology, 2021 ArXiv


• Synthesia, CAMERA (University of Bath) and Dimension Studio, Innovate UK HARPC: High-Quality Facial Capture Unencumbered by Head Mounted Cameras, industry talk on the HARPC project production test showcase, the 14th European Conference on Visual Media Production (CVMP 2018), 2018.


• N. Roubtsova and J.-Y. Guillemaut, Decoupled Shape and Appearance Acquisition for Photometrically Complex Scenes, The 12th European Conference on Visual Media Production (CVMP 2016), 2016. (short paper, poster presentation)
  Best Poster Award


• N.S. Roubtsova, Priority-based Bandwidth Allocation Protocols for Wireless Networks . STW ProRISC’09, ISBN: 978-90-73461-62-8, 2009. (poster presentation)

Unpublished drafts

(titles subject to change)

• N.Roubtsova and D.P. Cosker, Scalable Performance-Driven Facial Animation.