Research & Publications

Research Group, Christmas 2019

Our research group works at the intersection of Computer Vision, Graphics and AI to co-create new AI algorithms and tools with the creative industries with the goal of enhancing visual content production and creativity.

Current projects focus on representation learning for content authenticity, and for visual search and content discovery using creative modalities such as search, style and design layout. We are interested in the fusion of AI and Distributed Ledger Technology (DLT, aka Blockchain) for visual asset provenance and content authenticity, among other applications. I founded and co-direct DECaDE, a national research centre exploring this intersection (more specific info on the DECaDE homepage).

Our research group comprises four Ph.D. students (Yash Kulthe, Alex Black, Gemma Canet Tares, Kar Balan), two post-doctoral researchers (Dan Ruta, Tu Bui), one faculty member (Andrew Gilbert) and myself. We also work closely with several industry research labs including BBC R & D and with Adobe Research where I am concurrently a prinicpal research scientist leading a group on cross-modal representation learning (XRL). If you are interested in a Ph.D. aligned to our research interests, informal enquiries or visits are welcome. Our work is best summarised via the papers below:

Published Papers

      2024 

  1. John Collomosse and Andy Parsons. "To Authenticity, and Beyond! Building Safe and Fair Generative AI upon the Three Pillars of Provenance". IEEE Computer Graphics and Applications (IEEE CG&A). 2024. pdf  bib
  2. A. Black and J. Shi and Y. Fan and T. Bui and J. Collomosse. "VIXEN: Visual Text Comparison Network for Image Difference Captioning". In AAAI Conf. on Artificial Intelligence (AAAI). 2024. pdf  bib
  3. Vishal Asnani and John Collomosse and Tu Bui and Xiaoming Liu and Shruti Agarwal. "ProMark: Proactive Diffusion Watermarking for Causal Attribution". In Proc. Computer Vision and Pattern Recognition (CVPR). 2024. pdf  bib
  4. Gemma Canet Tarres and Dan Ruta and Tu Bui and John Collomosse. "PARASOL: Parametric Style Control for Diffusion Image Synthesis". In Proc. CVPR Workshop on Women in Computer Vision (CVPR WiCV). 2024. pdf  bib
  5. F. Liddell and E. Tallyn and E. Morgan and K. Balan and M. Disley and T. Koterwas and B. Dixon and C. Moruzzi and J. Collomosse and C. Elsden. "ORAgen: Exploring the Design of Attribution through Media Tokenisation". In Proc. ACM Designing Interactive Systems (DIS). 2024. pdf  bib
  6. Tommy Gittings and Steve Schneider and John Collomosse. "SegGuard: Defending Scene Segmentation against Adversarial Patch Attack". In Proc. Intl. Conf. Image Processing (ICIP). 2024. pdf  bib
  7. H. Hua and J. Shi and K. Kafle and S. Jenni and D. Zhang and J. Collomosse and S. Cohen and J. Luo. "FineMatch: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction". In Proc. European Conf. on Computer Vision (ECCV). 2024. pdf  bib
  8. G. Canet Tarres and Z. Lin and Z. Zhang and J. Zhang and Y. Song and D. Ruta and A. Gilbert and J. Collomosse and S. Kim. "Thinking Outside the BBox: Unconstrained Generative Object Compositing". In Proc. European Conf. on Computer Vision (ECCV). 2024. pdf  bib
  9. D. Ruta and G Canet Tarres and A. Gilbert and E. Shechtman and N. Kolkin and J. Collomosse. "DIFF-NST: Diffusion Interleaving For deFormable Neural Style Transfer". In Proc. European Conf. on Computer Vision (ECCV). 2024. pdf  bib
  10. D. Ruta and A. Gilbert and J. Collomosse and E. Shechtman and N. Kolkin. "NeAT: Neural Artistic Tracing for high resolution Style Transfer". In Proc. European Conf. on Computer Vision Workshop (ECCVW) on Vision for Art (VISART). 2024. pdf  bib
  11. D. Ruta and G. Canet Tarres and A. Black and A. Gilbert and J. Collomosse. "Self-supervised disentangled representation learning of artistic style through Neural Style Transfer". In Proc. European Conf. on Computer Vision Workshop (ECCVW) on Vision for Art (VISART). 2024. pdf  bib
  12. K. Balan and A. Gilbert and J. Collomosse. "PDFed: Privacy-Preserving and Decentralized Asynchronous Federated Learning for Diffusion Models". In Proc. Conf. Computer Vision and Media Production (CVMP). 2024. pdf  bib

    13.   2023 

  13. L. Ribeiro and T. Bui and J. Collomosse and M. Ponti. "Scene Designer: a Unified Model for Scene Search and Synthesis from Sketch". J. Multimedia Tools and Appl. (MTAP). 2023. pdf  bib
  14. D. Manandhar and Y. Bai and Z. Wang and J. Collomosse. "Layout Representation Learning with Spatial and Structural Hierarchies". In AAAI Conf. on Artificial Intelligence (AAAI). 2023. pdf  bib
  15. S. Jenni and J. Collomosse. "Audio-Visual Contrastive Learning with Temporal Self-Supervision". In AAAI Conf. on Artificial Intelligence (AAAI). 2023. pdf  bib
  16. T. Mittal and R. Sinha and V. Swaminathan and J. Collomosse and D. Manocha. "Video Manipulations Beyond Faces: A Dataset with Human-Machine Analysis". In IEEE/CVF Winter Conf. on Applications of Computer Vision (WACV). 2023. pdf  bib
  17. K. Balan and S. Agarwal and S. Jenni and A. Parsons and A. Gilbert and J. Collomosse. "EKILA: Synthetic Media Provenance and Attribution for Generative Art". In Proc. CVPR Workshop on Media Forensics (CVPRW). 2023. pdf  bib
  18. T. Bui and S. Agarwal and N. Yu and J. Collomosse. "RoSteALS: Robust Steganography using Autoencoder Latent Space". In Proc. CVPR Workshop on Media Forensics (CVPRW). 2023. pdf  bib
  19. Y. Zeng and Z. Lin and J. Zhang and Q. Liu and J. Collomosse and J. Kuen and V. M. Patel. "SceneComposer: Any-Level Semantic Image Synthesis". In Proc. Computer Vision and Pattern Recognition (CVPR). 2023. pdf  bib
  20. K. Balan and A. Black and S. Jenni and A. Gilbert and A. Parsons and J. Collomosse. "DECORAIT - DECentralized Opt-in/out Registry for AI Training". In Proc. Conf. Visual Media Production (CVMP). 2023. pdf  bib
  21. Alex Black and Simon Jenni and Tu Bui and Mehrab Tanjim and Stefano Petrangeli and Ritwik Sinha and Viswanathan Swaminathan and John Collomosse. "VADER: Video Alignment Differencing and Retrieval". In Proc. Intl. Conf. Computer Vision (ICCV). 2023. pdf  bib

    22.   2022 

  22. T. Bui and N. Yu and J. Collomosse. "RepMix: Representation Mixing for Robust Attribution of Synthesized Images". In European Conference on Computer Vision (ECCV). 2022. pdf  bib
  23. C. Ham and G. Canet Tarres and T. Bui and J. Hays and Z. Lin and J. Collomosse. "CoGS: Controllable Generation and Search from Sketch and Style". In European Conference on Computer Vision (ECCV). 2022. pdf  bib
  24. D. Ruta and A. Gilbert and P. Aggarwal and N. Marri and A. Kale and J. Briggs and C. Speed and H. Jin and B. Faeita and A. Filipkowski and Z. Lin and J. Collomosse. "StyleBabel: Artistic Style Tagging and Captioning". In European Conference on Computer Vision (ECCV). 2022. pdf  bib
  25. M. Andriushchenko and Rebecca Li and Geoffrey Oxholm and Tommy Gittings and Tu Bui and Nicolas Flammarion and J. Collomosse. "ARIA: Adversarially Robust Image Attribution for Content Provenance". In CVPR Workshop on Media Forensics (WMF). 2022. pdf  bib
  26. D. Ruta and A. Gilbert and Saeid Motiian and Baldo Faeita and Zhe Lin and J. Collomosse. "HyperNST: Hyper-Networks for Neural Style Transfer". In European Conference on Computer Vision Workshop (ECCVW) on Vision and Art (VISART). 2022. pdf  bib

    27.   2021 

  27. K. Ho and A. Gilbert and H. Jin and J. Collomosse. "Neural Architecture Search for Deep Image Prior". Computers and Graphics (CAG). 2021. pdf  bib
  28. A. Black and T. Bui and M. Long and H. Jin and J. Collomosse. "Compositional Sketch Search". In Intl. Conf. Image Processing (ICIP). 2021. pdf  bib
  29. A. Black and T. Bui and H. Jin and V. Swaminathan and J. Collomosse. "Deep Image Comparator: Learning to Visualize Editorial Change". In CVPR Workshop on Media Forensics (CVPRWS). 2021. pdf  bib
  30. D. Manandhar and H. Jin and J. Collomosse. "Magic Layouts: Structural Prior for Component Detection in User Interface Designs". In Computer Vision and Pattern Recog. (CVPR). 2021. pdf  bib
  31. D. Ruta and S. Motiian and B. Faieta and Z. Lin and H. Jin and A. Filipkowski and A. Gilbert and J. Collomosse. "ALADIN: All Layer Adaptive Instance Normalization for Fine-grained Style Similarity". In Intl. Conf. Computer Vision (ICCV). 2021. pdf  bib
  32. E. Nguyen and T. Bui and V. Swaminathan and J. Collomosse. "OSCAR-Net: Object-centric Scene Graph Attention for Image Attribution". In Intl. Conf. Computer Vision (ICCV). 2021. pdf  bib
  33. L. Ribeiro and T. Bui and J. Collomosse and M. Ponti. "Scene Designer: a Unified Model for Scene Search and Synthesis from Sketch". In ICCV Workshop on Sketching and Human Expressivity (ICCVWS). 2021. pdf  bib
  34. A. Black and T. Bui and S. Jenni and V. Swaminathan and J. Collomosse. "VPN: Video Provenance Network for Robust content Attribution". In Conference on Visual Media Production (CVMP). 2021. pdf  bib
  35. T. Gittings and S. Schneider and J. Collomosse. "Defending Object Detection Networks Against Adversarial Patch Attacks". In ICCV Workshop on Adversarial Robustness in the Real World (ICCCVW). 2021. pdf  bib

    36.   2020 

  36. T. Bui and D. Cooper and J. Collomosse and M. Bell and A. Green and J. Sheridan and J. Higgins and A. Das and J. Keller and O. Thereaux. "Tamper-proofing Video with Hierarchical Attention Autoencoder Hashing on Blockchain". IEEE Transactions on Multimedia. 2020. pdf  bib
  37. C. Malleson and J. Collomosse and A. Hilton. "Real-Time Multi-person Motion Capture from Multi-view Video". Intl. Journal of Computer Vision (IJCV). 2020. pdf  bib
  38. Y. Yang and D. Cooper and J. Collomosse and C. Dragan and M. Manulis and J. Briggs and J. Steane and A. Manohar and W. Moncur and H. Jones. "TAPESTRY: A De-centralized Service for Trusted Interaction Online IEEE Transactions on Services Computing". IEEE Trans. on Service Computing. 2020. pdf  bib
  39. L. Coutts and D. Plans and A. Brown and J. Collomosse. "Deep learning with wearable heart rate variability for prediction of mental and general health". Journal of Biomedical Informatics. 2020. pdf  bib
  40. L. Ribeiro and T. Bui and J. Collomosse and M. Ponti. "Sketchformer: Transformer-based Representation for Sketched Structure". In Computer Vision and Pattern Recognition (CVPR). 2020. pdf  bib
  41. A. Gilbert and M. Trumble and J. Collomosse and A. Hilton. "Semantic Estimation of 3D Body Shape and Pose using Minimal Cameras". In British Machine Vision Conference (BMVC). 2020. pdf  bib
  42. D. Manandhar and D. Ruta and J. Collomosse. "Learning Structural Similarity of User Interface Layouts using Graph Networks". In European Conference on Computer Vision (ECCV). 2020. pdf  bib
  43. A. Fard Bahreini and J. Collomosse and M.-D. Seidel and M. Sotoudehna and C. Woo. "Chapter 5: Distributing and Democratizing Institutional Power Through Decentralization". In Chapter 5 in Building Decentralized Trust: Multidisciplinary Perspectives on the Design of Blockchains and Distributed Ledgers. Springer. ISBN 978-3-030-54413-3. 2020. pdf  bib
  44. T. He and J. Collomosse and H. Jin and S. Soatto. "DeepVoxels++: Enhancing the Fidelity of Novel View Synthesis from 3D Voxel Embeddings". In Asian Conference on Computer Vision (ACCV). 2020. pdf  bib
  45. T. Gittings and S. Schneider and J. Collomosse. "Vax-a-Net: Training-time Defence Against Adversarial Patch Attacks". In Asian Conference on Computer Vision (ACCV). 2020. pdf  bib
  46. T. He and J. Collomosse and H. Jin and S. Soatto. "Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction". In Neural Information Processing Systems (NeurIPS). 2020. pdf  bib

    47.   2019 

  47. A. Gilbert and M. Trumble and A. Hilton and J. Collomosse. "In-painting of Wide-baseline Multiple Viewpoint Video". IEEE Transactions on Visualization and Computer Graphics (TVCG). 2019. pdf  bib
  48. A. Gilbert and M. Trumble and C. Malleson and A. Hilton and J. Collomosse. "Fusing Visual and Inertial Sensors with Semantics for 3D Human Pose Estimation". Intl. Journal of Computer Vision (IJCV). 2019. pdf  bib
  49. J. Collomosse and T. Bui and H. Jin. "LiveSketch: Query Perturbation for Guided Sketch-based Visual Search". In Proc. CVPR. 2019. pdf  bib
  50. T. Bui and D. Cooper and J. Collomosse and M. Bell and A. Green and J. Sheridan and J. Higgins and A. Das and J. Keller and O. Thereaux and A. Brown. "ARCHANGEL: Tamper-proofing Video Archives using Temporal Content Hashes on the Blockchain". In Proc. CVPR Workshops (Computer Vision, AI and Blockchain). 2019. pdf  bib
  51. T. Gittings and S. Schneider and J. Collomosse. "Robust Synthesis of Adversarial Visual Examples Using a Deep Image Prior". In British Machine Vision Conference (BMVC). 2019. pdf  bib
  52. H. Zhang, L. Mai, H. Jin, Z. Wang, N. Xu, J. Collomosse. "Video Inpainting: An Internal Learning Approach". In Proc. Intl. Conf. Computer Vision (ICCV). 2019. pdf  bib
  53. K. Ho and A. Gilbert and H. Jin and J. Collomosse. "NAS-DIP: Neural Architecture Search for Deep Image Prior". In ECCV Workshop on Deep Internal Learning (ECCVWS). 2019. pdf  bib

    54.   2018 

  54. Y. Yang and J. Collomosse and A. Manohar and J. Briggs and J. Steane. "TAPESTRY: Visualizing Interwoven Identities for Trust Provenance". In Proc. IEEE Symposium on Visualization for Cyber Security (VizSec). Oct 2018. pdf  bib
  55. T Bui and L Ribeiro and M Ponti and J Collomosse. "Sketching out the Details: Sketch-based Image Retrieval using Convolutional Neural Networks with Multi-stage Regression". Computers and Graphics (Elsevier). 2018. pdf  bib
  56. A. Gilbert and J. Collomosse and H. Jin and B. Price. "Disentangling Structure and Aesthetics for Content-aware Image Completion". In Proc. Computer Vision Pattern Recognition (CVPR). 2018. pdf  bib
  57. J. Collomosse and T. Bui and A. Brown and J. Sheridan and A. Green and M. Bell and J. Fawcett and J. Higgins and O. Thereaux. "ARCHANGEL: Trusted Archives of Digital Public Documents". In Proc. ACM Doc.Eng.. 2018. pdf  bib
  58. M. Trumble and A. Gilbert and A. Hilton and J. Collomosse. "Deep Autoencoder for Combined Human Pose Estimation and Body Model Upscaling". In Proc. ECCV. 2018. pdf  bib
  59. A. Gilbert and M. Volino and A. Hilton and J. Collomosse. "Volumetric performance capture from minimal camera viewpoints". In Proc. ECCV. 2018. pdf  bib
  60. M. Franceschi and D. Morelli and D. Plans and A. Brown and J. Collomosse and L. Coutts and L. Ricci. "ComeHere: Exploiting Ethereum for Secure Sharing of Healthcare Data". In Proc. European Conf. on Parallel Processing (EuroPar). 2018. pdf  bib
  61. T.Bui and L. Ribeiro and M. Ponti and J. Collomosse. "Deep Manifold Alignment for Mid-grain Sketch based Image Retrieval". In Proc. ACCV. 2018. pdf  bib
  62. Mark Bell and John Sheridan and John Collomosse and Tu Bui and Alan Brown and Jamie Fawcett and Oliver Thereaux and Jeni Tennison. "Using Blockchain to Engender Trust in Public Digital Archives". In Proc. iPRES. 2018. pdf  bib

    63.   2017 

  63. M Trumble and A Gilbert and C Malleson and A Hilton and J Collomosse. "Total Capture: 3D Human Pose Estimation Fusing Video and Inertial Sensors". Proceedings British Machine Vision Conference (BMVC). September 2017. pdf  bib
  64. M Wilber and C Fang and H Jin and A Hertzmann and J Collomosse and S Belongie. "BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography". Proceedings Intl. Conf. on Computer Vision (ICCV). October 2017. pdf  bib
  65. J Collomosse and T Bui and M Wilber and C Fang and H Jin. "Sketching with Style: Visual Search with Sketches and Aesthetic Context". Proceedings Intl. Conf. on Computer Vision (ICCV). October 2017. pdf  bib
  66. T Bui and L Ribeiro and M Ponti and J Collomosse. "Compact descriptors for sketch-based image retrieval using a triplet loss convolutional neural network". Computer Vision and Image Understanding (CVIU). May 2017. pdf  bib
  67. P Rosin and D Mould and I Berger and J Collomosse and Y-K Lai and C Li and H Li and A Shamir and M Wand and T Wang and H Winnemoeller. "Benchmarking Non-Photorealistic Rendering of Portraits". Proceedings of Intl. Symp. on Non-photorealistic Animation and Rendering (NPAR). Proc. EXPRESSIVE at ACM SIGGRAPH 2017. July 2017. pdf  bib
  68. K Orzech and W Moncur and A Durrant and S James and J Collomosse. "Digital Photographic Practices as Expressions of Personhood and Identity: Variations Across School Leavers and Recent Retirees". Journal of Visual Studies. 2017. pdf  bib
  69. C. Malleson and A. Gilbert and M. Trumble and J. Collomosse and A. Hilton. "Real-time Full-Body Motion Capture from Video and IMUs". In Proc. 3DV. 2017. pdf  bib
  70. M. Ponti and L. Ribeiro and T. Nazare and T. Bui and J. Collomosse. "Everything you wanted to know about deep learning for computer vision but were afraid to ask". In Proc. SIBGRAPI-T (Tutorial). 2017. pdf  bib

    71.   2016 

  71. T Bui and L Ribeiro and M Ponti and J Collomosse. "Generalisation and Sharing in Triplet Convnets for Sketch based Visual Search". arXiv Preprint arXiv:1611.05201. November 2016. pdf  bib
  72. M Trumble and A Gilbert and A Hilton and J Collomosse. "Deep Convolutional Networks for Marker-less Human Pose Estimation from Multiple Views". Proceedings of Intl. Conf. Visual Media Production (CVMP). ACM. December 2016. pdf  bib
  73. J Collomosse and A Hilton. "Real-time Full Body Motion Control". Chapter B-4 in Handbook of Human Motion.Chapter B-4, Handbook of Human Motion. Springer. ISBN 978-3-319-14418-4.. 2016. pdf  bib
  74. S James and J Collomosse. "Evolutionary Data Purification for Social Media Classification". Proc. Intl. Conf. Pattern Recognition (ICPR). 2016. pdf  bib
  75. M Trumble and A Gilbert and A Hilton and J Collomosse. "Learning Markerless Human Pose Estimation from Multiple Viewpoint Video". Proceedings European Conf. Computer Vision (ECCV). VARVARI Workshop.. 2016. pdf  bib

    76.   2015 

  76. D Casas and C Richardt and J Collomosse and C Theobalt and A Hilton. "4D Model Flow: Precomputed Appearance Alignment for Real-time 4D Video Interpolation". Computer Graphics Forum (Proc. Pacific Graphics). 2015. pdf  bib
  77. P Huang and M Tejera and J Collomosse and A Hilton. "Hybrid Skeletal-Surface Motion Graphs for Character Animation from 4D Performance Capture". ACM Transactions on Graphics (ToG). Accepted, to appear.. ACM. 2015. pdf  bib
  78. J Kim and C Gray and P Asente and J Collomosse. "Comprehensible Video Thumbnails". Computer Graphics Forum (Proc. Eurographics 2015). 2015. pdf  bib
  79. T Bui and J Collomosse. "Font Finder: Visual Recognition of Typeface in Printed Documents". Proceedings of International Conference on Image Processing (ICIP). IEEE. 2015. pdf  bib
  80. C Gray and J Collomosse and J Thorpe and A Turner. "Multi-modal Video Concept Detection for Scalable Logging of Pre-Production Broadcast Content". Proceedings of Conf. on Visual Media Production (CVMP). 2015. pdf  bib
  81. T Bui and J Collomosse. "Scalable Sketch-based Image Retrieval using Color Gradient Features". Proc. ICCV 2015. 2015. pdf  bib

    82.   2014 

  82. J Collomosse and S James and A Durrant and D Trujillo-Pisanty and W Moncur and K Orzech and S Martindale and M Chantler. "Enhancing Digital Literacy by Multi-modal Data Mining of the Digital Lifespan". Proceedings of Digital Economy (DE2014). December 2014. pdf  bib
  83. T Wang and J Collomosse and A Hilton. "Wide Baseline Multi-View Video Matting using a Hybrid Markov Random Field". Proceedings of International Conference on Pattern Recognition (ICPR). IEEE. August 2014. pdf  bib
  84. D Casas and M Volino and J Collomosse and A Hilton. "4D Video Textures for Interactive Character Appearance". Computer Graphics Forum (Proc. Eurographics 2014). Eurographics. April 2014. pdf  bib
  85. T Wang and B Han and J Collomosse. "TouchCut: Fast Image and Video Segmentation using Single-Touch Interaction". Computer Vision and Image Understanding (CVIU). 2014. pdf  bib
  86. S James and M Fonseca and J Collomosse. "ReEnact: Sketch based Choreographic Design from Archival Dance Footage". Proceedings of International Conference on Multimedia Retrieval (ICMR). 2014. pdf  bib
  87. M Volino and D Casas and J Collomosse and A Hilton. "Optimal Representation of Multi-View Video". Proceedings of British Machine Vision Conference (BMVC). 2014. pdf  bib
  88. J Kim and J Collomosse. "Incremental Transfer Learning for Object Recognition in Streaming Video". Proceedings of International Conference on Image Processing (ICIP). 2014. pdf  bib
  89. D Trujillo-Pisanty and A Durrant and S Martindale and S James and J Collomosse. "Admixed Portrait: Reflections on Being Online as a New Parent". Proceedings of ACM Designing Interactive Systems (DIS). 2014. pdf  bib
  90. S James and J Collomosse. "Interactive Video Asset Retrieval using Sketched Queries". Proceedings of Conference on Visual Media Production (CVMP). 2014. pdf  bib

    91.   2013 

  91. J Kim and J Collomosse. "Semi-automated Video Logging by Incremental and Transfer Learning". Proc. Intl. Workshop on Image and Audio Analysis for Multimedia Interactive Services (WIAMIS 2013). July 2013. pdf  bib
  92. R Hu and J Collomosse. "A Performance Evaluation of the Gradient Field HOG Descriptor for Sketch Based Image Retrieval". Computer Vision and Image Understanding (CVIU). 2013. pdf  bib
  93. R Hu and J Collomosse. "Markov Random Fields for Sketch based Video Retrieval". Proceedings of International Conference on Multimedia Retrieval (ICMR). 2013. pdf  bib
  94. T Wang and J Collomosse and D Greig and A Hunter. "Learnable Stroke Models for Example-based Portrait Painting". Proc. British Machine Vision Conference (BMVC). 2013. pdf  bib
  95. C Lord and J Collomosse. "StegoNPR: Information Hiding in Painterly Renderings". Proc. Theory and Practice of Computer Graphics (TPCG) Eurographics UK. 2013. pdf  bib

    96.   2012 

  96. T Wang and J Collomosse. "Progressive Motion Diffusion of Labeling Priors for Coherent Video Segmentation". IEEE Transactions on Multimedia. 2(14) pp. 389-400 April 2012. pdf  bib
  97. C Malleson and J Collomosse. "Virtual Volumetric Graphics on Commodity Displays Using 3D Viewer Tracking". Intl. Journal of Computer Vision (IJCV). Accepted 2012. pdf  bib
  98. R Ren and J Collomosse. "Visual Sentences for Pose Retrieval over Low-resolution Cross-media Dance Collections". IEEE Transactions on Multimedia. Accepted 2012. pdf  bib
  99. J-E Kyprianidis and J Collomosse and T Wang and T Isenberg. "State of the \'Art\': A Taxonomy of Artistic Stylization Techniques for Images and Video". IEEE Transactions on Visualization and Computer Graphics. 2012. pdf  bib
  100. M. Fonseca and S. James and J. Collomosse. "Skeletons from Sketches of Dancing Poses". In IEEE Symp. on Visual Languages and Human Centric Computing (VL-HCC). 2012. pdf  bib
  101. R Hu and S James and J Collomosse. "Annotated Free-hand Sketches for Video Retrieval using Object Semantics and Motion". Proc. ACM MultiMedia Modelling (MMM). Springer LNCS. 2012. pdf  bib
  102. T Wang and B Han and J Collomosse. "Touchcut: Single-touch object segmentation driven by level set methods". Proceedings of International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2012. pdf  bib

    103.   2011 

  103. E Syngelakis and J Collomosse. "A Bag of Features Approach to Ambient Fall Detection for Domestic Elder-care". Proc. Intl. Symp. on Ambient Technologies (AMBIENT 2011). October 2011. pdf  bib
  104. T. Wang and J. Collomosse and R. Hu and D. Slatter and P. Cheatle and D. Greig. "Stylized Ambient Displays of Digital Media Collections". Computers and Graphics. 35(1) pp. 54-66 March 2011. pdf  bib
  105. R. Ren and J. Collomosse and J. Jose. "A BOVW Based Query Generative Model". Proc. ACM MultiMedia Modelling (MMM). January 2011. pdf  bib
  106. R Hu and T Wang and J Collomosse. "A Bag of Regions based approach to Sketch based Image Retrieval". Proc. Intl. Conf. Image Processing (ICIP). 2011. pdf  bib
  107. C Malleson and J Collomosse. "Volumetric 3D Graphics on Commodity Displays using Active Gaze Tracking". Proc. ICCV Workshops. 2011. pdf  bib

    108.   2010 

  108. R Hu and M Barnard and J Collomosse. "Gradient Field Descriptor for Sketch based Retrieval and Localization". In Proceedings of Intl. Conf. on Image Proc. (ICIP). IEEE. September 2010. pdf  bib
  109. T Wang and J Guillemaut and J Collomosse. "Multi-label Propagation for Coherent Video Segmentation and Artistic Stylization". In Proceedings of Intl. Conf. on Image Proc. (ICIP). IEEE. September 2010. pdf  bib
  110. E Oneill and J Collomosse and T Jay and K Yousef and M Reiser and S Jones. "Older User Experience: An Evaluation with a Location-based Mobile Multimedia Service". IEEE Vehicular Technology Magazine. IEEE. 1(5) pp. 31-38 March 2010. pdf  bib
  111. T Wang and J Collomosse and D Slatter and P Cheatle and D Greig. "Video Stylization for Digital Ambient Displays of Home Movies". In In Proceedings ACM 4th Intl. Symposium on Non-photorealistic Animation and Rendering (NPAR). ACM Press. June 2010. pdf  bib
  112. R Hu and J Collomosse. "Motion-sketch based Video Retrieval using a Trellis Levenshtein Distance". In Intl. Conf. on Pattern Recognition (ICPR). August 2010. pdf  bib

    113.   2009 

  113. J Collomosse and G. McNeill and Y. Qian. "Storyboard sketches for content based video retrieval". In Proceedings of Intl. Conf. Computer Vision (ICCV). IEEE. September 2009. pdf  bib
  114. T Wang and A Mansfield and R Hu and J Collomosse. "An Evolutionary Approach to Automatic Video Editing". Proc. 6th European Conf. on Visual Media Production (CVMP). November 2009. pdf  bib
  115. M Brosnan and I Walker and J Collomosse. "The effect of explicitly varying the proportion of same and different responses on sex difference in the Shepard and Metzler mental rotation task". Journal of Cognitive Psychology. pp. 172-189 May 2009. pdf  bib
  116. P Keitler and F Pankratz and B Schwerdtfeger and D Pustka and W Rodiger and G Klinker and C Rauch and A Chathoth and J Collomosse and Y Song. "Mobile Augmented Reality based 3D Snapshots". In Proc. GI-Workshop on VR/AR. 2009. pdf  bib

    117.   2008 

  117. Y Z Song and P M Hall and P L Rosin and J P Collomosse. "Arty Shapes". In Proceedings of Computational Aesthetics. pp. 65-73 June 2008. pdf  bib
  118. J Collomosse and T Kindberg. "Screen Codes: Visual Hyperlinks for Displays". In Proceedings HOTmobile. February 2008. pdf  bib
  119. J P Collomosse and G McNeill and L Watts. "Free-hand sketch grouping for video retrieval". In Intl. Conf on Pattern Recognition (ICPR). 2008. pdf  bib

    120.   2007 

  120. J Collomosse. "Evolutionary search for the artistic rendering of photographs". The Art of Artificial Evolution: A Handbook. Springer-Verlag. Ch. 2 pp. 39-62 November 2007. pdf  bib
  121. P M Hall and J P Collomosse and P Shen and Y Z Song. "RTcams: A New Perspective on Non-Photorealistic Rendering from Photographs". IEEE Transactions on Visualization and Computer Graphics (TVCG). 2007. pdf  bib
  122. J Collomosse and T Kindberg. "Screen Codes: Efficient Data Transfer from Video Displays to Mobile Devices". In Proceedings of 3rd European Conf. on Visual Media Production (CVMP). 2007. pdf  bib
  123. G McNeill and J Collomosse. "Reverse Storyboarding for Video Retrieval". In Proceedings of 3rd European Conf. on Visual Media Production (CVMP). 2007. pdf  bib

    124.   2006 

  124. J P Collomosse and P M Hall. "Video motion analysis for the synthesis of dynamic cues and Futurist art". Graphical Models. Elsevier. 68(5) September 2006. pdf  bib
  125. M Shugrina and M Betke and J Collomosse. "Empathic Painting: Interactive stylization using observed emotional state". In Proceedings ACM 4th Intl. Symposium on Non-photorealistic Animation and Rendering (NPAR). ACM Press. pp. 87-96 June 2006. pdf  bib
  126. J Collomosse and P Hall. "Salience-adaptive Painterly Rendering using Genetic Search". Intl. Journal on Artificial Intelligence Tools (IJAIT). 15(4) pp. 551-576 August 2006. pdf  bib
  127. J Collomosse. "Supervised genetic search for parameter selection in painterly rendering". In Proceedings EvoMUSART (LNCS). Springer. vol. 3907 pp. 599-610 April 2006. pdf  bib
  128. J P Collomosse and K Al Mosawi and E O\'Neill. "Viewpoint Invariant Image Retrieval for Context in Urban Environments". In Proceedings of 2nd European Conf. on Visual Media Production (CVMP). 2006. pdf  bib
  129. J Collomosse. "Real-time Environment Mapping for Stylised Augmented Reality". In Proceedings of 2nd European Conf. on Visual Media Production (CVMP). 2006. pdf  bib

    130.   2005 

  130. J P Collomosse and D Rowntree and P M Hall. "Stroke Surfaces: Temporally Coherent Non-photorealistic Animations from Video". IEEE Transactions on Visualization and Computer Graphics (TVCG). IEEE. 5(11) pp. 540-549 September 2005. pdf  bib
  131. J P Collomosse and D Rowntree and P M Hall. "Rendering cartoon style motion cues in post-production video". Graphical Models. Elsevier. 6(67) pp. 549-564 November 2005. pdf  bib
  132. J Collomosse and P Hall. "Genetic Paint: A Search for Salient Paintings". In Proceedings of EvoMUSART (LNCS). Springer. vol. 3449 pp. 437-447 March 2005. pdf  bib
  133. J Collomosse and P Hall. "Motion analysis in video: dolls, dynamic cues and Modern Art". In Proceedings of Free-hand sketch grouping for video retrieval. Eurographics. pp. 109-116 July 2005. pdf  bib
  134. J P Collomosse and D Rowntree and P M Hall. "Video Paintbox: The Fine Art of Video Painting". Computers & Graphics. Elsevier. 29(6) pp. 862-870 December 2005. pdf  bib

    135.   2004 

  135. J Collomosse and P Hall. "A Mid-level Description of Video, with Application to Non-photorealistic Animation". In Proceedings 15th British Machine Vision Conference (BMVC). vol. 1 pp. 7-16 September 2004. pdf  bib
  136. J Collomosse. "Higher Level Techniques for the Artistic Rendering of Images and Video". PhD thesis. Dept. Computer Science, University of Bath . May 2004. pdf  bib
  137. P M Hall and M J Owen and J P Collomosse. "A Trainable Low-level Feature Detector". In Proceedings Intl. Conference on Pattern Recognition (ICPR). IEEE. vol. 1 pp. 708-711 August 2004. pdf  bib

    138.   2003 

  138. J P Collomosse and D Rowntree and P M Hall. "Video analysis for Cartoon-style Special Effects". In Proceedings 14th British Machine Vision Conference (BMVC). vol. 2 pp. 749-758 September 2003. pdf  bib
  139. J Collomosse and P Hall. "Cubist Style Rendering from Photographs". IEEE Transactions on Visualization and Computer Graphics (TVCG). IEEE. 9(4) pp. 443-453 October 2003. pdf  bib
  140. J P Collomosse and D Rowntree and P M Hall. "Cartoon-style Rendering of Motion from Video". In Proceedings Video, Vision and Graphics (VVG). Eurographics. pp. 117-124 July 2003. pdf  bib

    141.   2002 

  141. J P Collomosse and P M Hall. "Painterly Rendering using Image Salience". In Proceedings 20th Eurographics UK Conference (EGUK). Eurographics. pp. 122-128 June 2002. pdf  bib


Patents Awarded (with HP Labs)

  1. Screen Codes for Data Transfer between Dispalys and Mobile Devices, J. P. Collomosse and T. Kindberg. 2007.
  2. A Spatio-temporal Coding Scheme for Robust Data Transfer in Screen Codes, J. P. Collomosse and T. Kindberg. 2007.
  3. Method for Detecting Noise and Synchronization Conditions when Imaging a Screen Code on a Video Display, J. P. Collomosse and T. Kindberg. 2007.

    4. PhD Thesis (University of Bath, 2004)

    1. Higher Level Techniques for the Artistic Rendering of Images and Video    J. P. Collomosse. 2004.