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Anil Kokaram
Professor/Head of Discipline, Electronic & Elect. Engineering

Biography

Anil is a Professor at Trinity College Dublin and head of the Electronics Engineering Department there. He has been working in research and education in the area of digital video for many years, first at Cambridge UK as a research fellow with the Engineering Department there, and then at Trinity. He collaborates with engineers and scientists in the post-production and video broadcast industry. Between 2011 and 2016 he led a team of engineers in YouTube working on improving picture quality for media streaming. In 2007 he was honoured with an Academy Award from the Academy of Motion Picture Arts in Sciences for his contributions to motion estimation technology in digital film post-production

Biography

Anil Kokaram graduated in 1993 with the PhD in Signal processing from the Cambridge University Engineering Department, UK. He is now a Professor and Fellow at Trinity College Dublin, Ireland. From 2011-2017 he was the lead of the Media Algorithms Team at YouTube/Google. Before that he founded a media dsp group at Trinity www.sigmedia.tv working in the broad areas of DSP for Video Processing, Bayesian Inference and motion estimation. He has published over 100 refereed papers in these areas. He was a former Associate Editor of the IEEE Transactions on Video Technology and IEEE Transactions on Image Processing. He was founder of a company (GreenParrotPictures) producing video enhancement software that was acquired by Google in 2011. In 2007 he was honoured with a Science and Engineering Academy Award (Oscar) from the American Academy of Motion Picture Arts and Sciences for his work in video processing for post-production applications. He was also awarded Fellow of Engineers Ireland 2007.

Publications and Further Research Outputs

Peer-Reviewed Publications

Chao Chen ; Yao-Chung Lin ; Steve Benting ; Anil Kokaram, Optimized Transcoding for Large Scale Adaptive Streaming Using Playback Statistics, IEEE, IEEE International Conference on Image Processing, Athens, Greece, 7-10 Oct 2018, IEEE, 2018, pp3269-3273 Conference Paper, 2018 DOI

Corrigan D., Sooknanan K., Doyle J., Lordan C., Kokaram A., A Low-Complexity Mosaicing Algorithm for Stock Assessment of Seabed-Burrowing Species, IEEE Journal of Oceanic Engineering, 2018 Journal Article, 2018 DOI

Lin Y.-C., Chen C., Adsumilli B., Kokaram A., Benting S., Geo-popularity assisted optimized transcoding for large scale adaptive streaming, Proceedings of SPIE - The International Society for Optical Engineering, Applications of Digital Image Processing, San Diego, California, USA, August 2018, 10752, 2018, pp10752 - 10752 - 6 Conference Paper, 2018 DOI

Kokaram A., Kelly D., Inguva S., Lin J., Wang Y., Chen C., Birkbeck N., Covell M., Adsumilli B., Benting S., Using video quality metrics for something other than compression, Proceedings SPIE, Applications of Digital Image Processing, San Diego, California, USA, August 2018, 10752, 2018 Conference Paper, 2018 URL DOI

Ringis D.J., Singh D., Pitie F., Kokaram A., Using modern motion estimation algorithms in existing video codecs, Proceedings of SPIE - The International Society for Optical Engineering, Applications of Digital Image Processing, San Diego, California, USA, August 2018, 10752, Proceedings of SPIE - The International Society for Optical Engineering, 2018, pp10752 - 10752 - 8 Conference Paper, 2018 DOI

Gomez, I. and Sutton, P. and Nag, A. and Selim, A. and Doyle, L. and Ramachandran, V. and Kokaram, A., A software radio LTE network testbed for video quality of experience experimentation, Quality of Multimedia Experience (QoMEX), 2017 Ninth International Conference on, 2017, pp7965667- Conference Paper, 2017 DOI

Sloan, C. and Harte, N. and Kelly, D. and Kokaram, A.C. and Hines, A., Objective Assessment of Perceptual Audio Quality Using ViSQOLAudio, IEEE Transactions on Broadcasting, 63, (4), 2017, p693-705 Journal Article, 2017 DOI

Neil Aylon Charles Birkbeck, Ka-kit Lam, Damien Kelly, Andrew Joseph Crawford, Anil Christopher Kokaram , 'System and method for automatic detection of spherical video content', USPTO, US9767363B2, 2017, Google Inc Patent, 2017 URL

Ghadiyaram D., Chen C., Inguva S., Kokaram A., A no-reference video quality predictor for compression and scaling artifacts, IEEE International Conference on Image Processing, Beijing, China, 17-20 Sept. 2017, 2017-September, 2017, pp3445 - 3449 Conference Paper, 2017 DOI

Morris V.B., Corrigan D., Sealy U., Kokaram A., O'Dea M., Lee T.C., Anatomy from the outside in: A new on-line surface anatomy guide, Journal of Anatomy, 228, (1), 2016, p24 - 25, p24-25 Journal Article, 2016 DOI

A Kokaram, D Kelly, A Crawford, H Denman, 'Noise Reduction for Image Sequences', USPTO, US9326008B2, 2016, Google Patent, 2016 URL

Wang Y.-F., Kilpatrick J.I., Suzi Jarvis S.P., Frank Boland F.M., Kokaram A., Corrigan D., Double-Tip Artifact Removal from Atomic Force Microscopy Images, IEEE Transactions on Image Processing, 25, (6), 2016, p2774 - 2788, p2774-2788 Journal Article, 2016 DOI

De Simone F., Frossard P., Wilkins P., Birkbeck N., Kokaram A., Geometry-driven quantization for omnidirectional image coding, 2016 Picture Coding Symposium, PCS 2016, Nurenberg, Germany, 4-7 Dec. 2016, IEEE, 2016, pp1-5 Conference Paper, 2016 DOI

Chen C., Inguva S., Rankin A., Kokaram A., A subjective study for the design of multi-resolution abr video streams with the VP9 codec, IS and T International Symposium on Electronic Imaging Science and Technology, 2016 Journal Article, 2016 DOI

Chen C., Izadi M., Kokaram A., A perceptual quality metric for videos distorted by spatially correlated noise, MM 2016 - Proceedings of the 2016 ACM Multimedia Conference, 2016, p1277 - 1285, p1277-1285 Journal Article, 2016 DOI

Wang Y., Chen W.-T., Wu H., Kokaram A., Schaeffer J., A cloud-based large-scale distributed video analysis system, Proceedings - International Conference on Image Processing, ICIP, 2016-August, 2016, p1499 - 1503, p1499-1503 Journal Article, 2016 DOI

Sloan C, Harte N, Kelly D, Kokaram A.C, Hines A, Bitrate classification of twice-encoded audio using objective quality features, 2016 8th International Conference on Quality of Multimedia Experience, QoMEX 2016, 2016, 2016, pp7498956- Conference Paper, 2016 URL DOI

Wang Y., Kum S.-U., Chen C., Kokaram A., A perceptual visibility metric for banding artifacts, Proceedings - International Conference on Image Processing, ICIP, 2016-August, 2016, p2067 - 2071, p2067-2071 Journal Article, 2016 DOI

Covell M., Arjovsky M., Lin Y.-C., Kokaram A., Optimizing transcoder quality targets using a neural network with an embedded bitrate model, IS&T Symposium on Electronic Imaging, Visual Information Processing and Communication VII, Burlingame, CA USA, Feb 14 2016, VII, (2), I, 2016, pp1-7 Conference Paper, 2016 DOI

Hines A, Gillen E, Kelly D, Skoglund J, Kokaram A, Harte N, ViSQOLAudio: An objective audio quality metric for low bitrate codecs, Journal of the Acoustical Society of America, 137, (6), 2015, pEL449 - EL455 Journal Article, 2015 URL DOI

Kokaram A., Crinon R., Catania N., OTT (Over-The-Top) in 2015, SMPTE Motion Imaging Journal, 124, (6), 2015, p65 - 68, p65-68 Journal Article, 2015 DOI

Hines A, Skoglund J, Kokaram A.C, Harte N, ViSQOL: an objective speech quality model, Eurasip Journal on Audio, Speech, and Music Processing, 2015, (1), 2015, p13- Journal Article, 2015 URL TARA - Full Text DOI

Lin Y.-C., Denman H., Kokaram A., Multipass encoding for reducing pulsing artifacts in cloud based video transcoding, Proceedings - International Conference on Image Processing, ICIP, 2015-December, 2015, p907 - 911, p907-911 Journal Article, 2015 DOI

Sooknanan, K., Doyle, J., Lordan, C., (...), Kokaram, A., Corrigan, D. , Mosaics for Nephrops detection in underwater survey videos, 2014 Oceans - St. John's, OCEANS 2014, 2014 Oceans - St. John's, OCEANS 2014, 2015, pp7003142- Conference Paper, 2015 DOI

Kammerl, J., Birkbeck, N., Inguva, S., (...), Kokaram, A., Pantofaru, C. , Temporal synchronization of multiple audio signals, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing, 2014, pp4603-4607 Conference Paper, 2014 DOI

Kuruoglu, E.E., Lasenby, J., Cemgil, A.T., Kokaram, A., Morris, R.D. , Special issue on Bayesian signal processing: In Honour of William J. (Bill) Fitzgerald, Digital Signal Processing: A Review Journal, 29, (1), 2014, pVI Journal Article, 2014 DOI

Andrew Hines, Eoin Gillen, Jan Skoglund, Damien Kelly, Anil Kokaram and Naomi Harte, Perceived Audio Quality for Streaming Stereo Music. , ACM Multimedia, Orlando, FL, USA, 2014, pp1173 - 1176 Conference Paper, 2014 DOI

Pitie, F., Kelly, D., Foucu, T., Harte, N., Kokaram, A. , Assessment of Audio/Video synchronisation in streaming media, 2014 6th International Workshop on Quality of Multimedia Experience, QoMEX 2014, 2014 6th International Workshop on Quality of Multimedia Experience, QoMEX 2014, 2014, pp171-176 Conference Paper, 2014 DOI

Yun-feng Wang, Jason I Kilpatrick, Suzanne P Jarvis, Frank Boland, Anil Kokaram, David Corrigan, Automated Registration of Low and High Resolution Atomic Force Microscopy Images using Scale Invariant Features, IEEE International Conference on Image Processing (ICIP), Paris, France, October 2014, 2014 Conference Paper, 2014

Bennett, S., Lasenby, J., Kokaram, A., Inguva, S., Birkbeck, N. , Reconstruction of the pose of uncalibrated cameras via user-generated videos, Proceedings of the 8th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2014, 8th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2014, ACM/IEEE, 2014, ppa3- Conference Paper, 2014 DOI

Gary Baugh, Anil Kokaram, François Pitié, Advanced video debanding, CVMP '14: Proceedings of the 11th European Conference on Visual Media Production, CVMP '14: Proceedings of the 11th European Conference on Visual Media Production, ACM, 2014, ppa7- Conference Paper, 2014 TARA - Full Text

Shankar, S., Lasenby, J., Kokaram, A. , Synchronization of user-generated videos through trajectory correspondence and a refinement procedure, 10th European Conference on Visual Media Production, 6-7 Nov, 2013, ppa15- Conference Paper, 2013 DOI TARA - Full Text

Raimbault, F., Pitié, F., Kokaram, A. , User-assisted sparse stereo-video segmentation, ACM International Conference Proceeding Series, ACM International Conference, 6-7 Nov, 2013, ppa3- Conference Paper, 2013 TARA - Full Text DOI

Rowley-Brooke, R., Pitie, F., Kokaram, A. , A non-parametric framework for document bleed-through removal, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 6619224, 2013, pp2954-2960 Conference Paper, 2013 DOI

Elgharib, M.A., Pitié, F., Kokaram, A. , Blotch and scratch removal in archived film using a semi-transparent corruption model and a ground-truth generation technique, Eurasip Journal on Image and Video Processing, 2013, (33), 2013, p1-21 Journal Article, 2013 TARA - Full Text DOI

Hines, A., Skoglund, J., Kokaram, A., Harte, N. , Robustness of speech quality metrics to background noise and network degradations: Comparing ViSQOL, PESQ and POLQA, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing, 2013, pp3697-3701 Conference Paper, 2013 DOI

Bruni, V., Crawford, A., Kokaram, A., Vitulano, D. , Semi-transparent blotches removal from sepia images exploiting visibility laws, Signal, Image and Video Processing, 7, (1), 2013, p11-26 Journal Article, 2013 DOI

Shankar, S., Lasenby, J., Kokaram, A. , Warping trajectories for video synchronization, Proceedings of the 4th ACM/IEEE International Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Stream , 4th ACM/IEEE International Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Stream , 2013, pp41-48 Conference Paper, 2013 DOI

Sooknanan, K., Doyle, J., Wilson, J., (...), Kokaram, A., Corrigan, D. , Mosaics for burrow detection in underwater surveillance video, OCEANS 2013 MTS/IEEE - An Ocean in Common, OCEANS 2013 MTS/IEEE - An Ocean in Common , San Diego, 2013, pp6741296- Conference Paper, 2013

Elgharib, M.A., Pitite, F., Kokaram, A., Saligrama, V. , User-assisted reflection detection and feature point tracking, ACM International Conference Proceeding Series, ACM International Conference, 6-7 Nov, 2013, ppa13- Conference Paper, 2013 TARA - Full Text DOI

Rowley-Brooke, R., Pitié, F., Kokaram, A. , Nonrigid recto-verso registration using page outline structure and content preserving warps, M International Conference Proceeding Series, M International Conference , 2013, pp8-13 Conference Paper, 2013 DOI

A Hines, J Skoglund, A Kokaram, N Harte, Monitoring the Effects of Temporal Clipping on VoIP Speech Quality, Interspeech, Lyon, France, 2013, 2013, pp1188 - 1192 Conference Paper, 2013

K. Sooknanan, A. Kokaram, D. Corrigan, G. Baugh, N. Harte and J. Wilson, Indexing and Selection of Well-Lit Details in Underwater Video Mosaics Using Vignetting Estimation, Program Book - OCEANS 2012 MTS/IEEE Yeosu: The Living Ocean and Coast - Diversity of Resources and Sustainable Activities, International OCEANS Conference, Yeosu, South Korea, May, IEEE, 2012, ppArticle number 6263541 Conference Paper, 2012 DOI

Corrigan, D. ; Kokaram, A. ; Harte, N. , Algorithms for the Digital Restoration of Torn Film , Image Processing, IEEE Transactions on, 21, (2), 2012, p573-587 Journal Article, 2012 DOI

F. Raimbault and Anil Kokaram, Stereo Video Inpainting, Journal of Electronic Imaging, 21, (1), 2012, p21-21-11 Journal Article, 2012 DOI

Andrew Hines, Jan Skoglund, Anil Kokaram, Naomi Harte, ViSQOL: The Virtual Speech Quality Objective Listener, The International Workshop on Acoustic Signal Enhancement (IWAENC), Aachen, Germany, 4-6 Sept. 2012, 2012, pp1 - 4 Conference Paper, 2012 TARA - Full Text

Kokaram A., Kelly D., Denman H., Crawford A., Measuring noise correlation for improved video denoising, Proceedings - International Conference on Image Processing, ICIP, 2012, p1201 - 1204, p1201-1204 Journal Article, 2012 DOI

Kangyu Pan, David Corrigan, Jens Hillebrand, Mani Ramaswami, and Anil Kokaram, A wavelet-based Bayesian framework for 3D object segmentation in microscopy, Proceedings of SPIE, 8227, 2012, part. no. 82271O Journal Article, 2012 TARA - Full Text

Rowley-Brooke, R., Pitié, F., Kokaram, A. , A ground truth bleed-through document image database, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7489 LNCS, 2012, p185-196 Journal Article, 2012 DOI

K. Sooknanan, A. Kokaram, D. Corrigan, G. Baugh, J. Wilson and N. Harte , Improving Underwater Visibility Using Vignetting Correction, Proceedings of SPIE - The International Society for Optical Engineering, Visual Information Processing and Communication, Burlingame, California, USA, January, 8305, SPIE, 2012, ppArticle number 83050M Conference Paper, 2012 DOI

Advances in automated restoration of archived video in, Digital Imaging for Cultural Heritage Preservation: Analysis, Restoration, and Reconstruction of Ancient Artworks, CRC Press, 2011, pp299 - 322, [Kokaram, Anil and Pitié, François and Corrigan, David and Vitulano, Domenico and Bruni, Vittoria and Crawford, Andrew] Book Chapter, 2011 URL

Hillebrand J, Pan K, Kokaram A, Barbee S, Parker R, Ramaswami M, The Me31B DEAD-Box Helicase Localizes to Postsynaptic Foci and Regulates Expression of a CaMKII Reporter mRNA in Dendrites of Drosophila Olfactory Projection Neurons., Frontiers in Neural Circuits, 4, 2010, p121 Journal Article, 2010 DOI TARA - Full Text

Gary Baugh and Anil Kokaram, A Viterbi tracker for local features, Proceedings of SPIE, Visual Information Processing and Communication , San Jose, California, USA , 19 January, 2010, 7543, (75430L), SPIE, 2010 Conference Paper, 2010 TARA - Full Text DOI

D. Ring, A. Kokaram, Feature-Cut: Video Object Segmentation Through Local Feature Correspondences. , Proc. of ICCV International Workshop on Video-oriented Object and Event Classification (VOEC), ICCV International Workshop on Video-oriented Object and Event Classification (VOEC), Kyoto, Japan, September, IEEE Computer Society, 2009 Conference Paper, 2009 TARA - Full Text URL

Kenneth Dawson-Howe, Rozenn Dahyot, Anil Kokaram, Gerard Lacey(ed.), Irish Machine Vision and Image Processing Conference 2009, Proceedings, 13th International Machine Vision and Image Processing Conference, (IMVIP '09) , Trinity College Dublin, Sept 2nd-4th, 2009, IEEE , 2009, 1-170 p Proceedings of a Conference, 2009 DOI URL

Ahmed, Mohamed A.; Pitie, Francois; Kokaram, Anil C., Extraction of Non-Binary Blotch Mattes. , Image Processing (ICIP), 2009 16th IEEE International Conference on , IEEE Conference on image Processing (ICIP'09). , Cairo, Egypt, IEEE, 2009, pp2757 - 2760 Conference Paper, 2009 TARA - Full Text DOI

D. O'Regan and A. Kokaram , Skin aware stylization of video portraits, IEEE European Conference on Visual Media Production (CVMP)., London, UK., IEEE, 2009 Conference Paper, 2009 TARA - Full Text

D. Ring and A. Kokaram, User-Assisted Feature Correspondence Matching., IEEE European Conference on Visual Media Production (CVMP), London, UK, IEEE, 2009 Conference Paper, 2009 TARA - Full Text

Action Recognition in Multimedia Streams in, editor(s)Petros Maragos, Alexandros Potamianos, Patrick Gros , Multimodal Processing and Interaction, Springer Verlag. , 2008, pp127 - 142, [Daire Lennon, Naomi Harte, and Anil Kokaram, Rozenn Dahyot, Francois Pitie] Book Chapter, 2008

A. Pooransingh , C-A Radix and A. Kokaram , The Path Assigned Mean Shift Algorithm: A New fast Mean Shift Implementation For Colour Image Segmentation. , International Conference on Image Processing (ICIP'08), San Diego, October, 2008, pp1-4 Conference Paper, 2008 TARA - Full Text

D. Kelly, F. Pitie,A.Kokaram, F. Boland,, A Comparative Error Analysis of Audio-Visual Source Localization, International Workshop on Multi Camera and Multi-modal Sensor Fusion, ECCV 2008, Marsaille, October 2008, 2008 Conference Paper, 2008 TARA - Full Text

Baugh, Gary and Kokaram, Anil, Feature-based object modelling for visual surveillance, 15th IEEE International Conference on Image Processing (ICIP 2008), San Diego, California, USA, 2008, IEEE, 2008, pp1352 - 1355 Conference Paper, 2008 DOI TARA - Full Text URL

David Corrigan, Naomi Harte, Anil Kokaram, Pathological Motion Detection for Robust Missing Data Treatment, EURASIP Journal on Advances in Signal Processing, 2008, 2008, pArticle ID 542436 Journal Article, 2008 DOI

D. Ring and A. Kokaram, Information Retrieval Assisted Object Segmentation In Video., Proceedings of IET European Conference on Visual Media Production (CVMP), IET European Conference on Visual Media Production (CVMP), London, UK., IEEE, 2008 Conference Paper, 2008 URL TARA - Full Text

D. Corrigan , S. Robinson and A. Kokaram, Video Matting Using Motion Extended GrabCut. , IET European Conference on Visual Media Production (CVMP), London, UK., IEEE, 2008, pp1-9 Conference Paper, 2008 URL TARA - Full Text

O'Regan, Deirdre and Kokaram, Anil, Implicit spatial inference with sparse local features, 15th IEEE Conference on Image Processing (ICIP 2008), San Diego, California, USA, 2008, IEEE, 2008, pp2388 - 2391 Conference Paper, 2008 DOI URL TARA - Full Text

Kokaram, Anil , Ten Years of Digital Visual Restoration Systems, Image Processing, IEEE International Conference on Image Processing, 2007. ICIP 2007. , San Antonio, TX, USA , 2007, 2007 Conference Paper, 2007 URL TARA - Full Text DOI

Harte, Naomi; Rankin, Andrew; Baugh, Gary; Kokaram, Anil;, Detection of Illegal Dumping from CCTV at Recycling Centres, International Machine Vision and Image Processing, International Machine Vision and Image Processing Conference, Kildare, Ireland , 2007, (5-7 Sept. ), 2007, pp204 Conference Paper, 2007 URL TARA - Full Text

Gallagher, Claire; Kokaram, Anil., Bayesian Example Based Segmentation using a Hybrid Energy Model, IEEE International Conference on Image Processing, 2, (Sept. 16-Oct.19), 2007, p41-44 Journal Article, 2007 URL DOI TARA - Full Text

Gigonzac, G. Pitie, F. Kokaram, A. , Electronic slide matching and enhancement of a lecture video, Visual Media Production, IETCVMP. 4th European Conference on Visual Media Production, 2007., London, 27-28 Nov. 2007 , 2007, 1 - 7 Conference Paper, 2007 URL TARA - Full Text

Lennon, Daire; Harte Naomi and Kokaram, Anil, Rotation Detection using the Curl Equation, IEEE International Conference on Image Processing (ICIP 2007), San Antonio, Texas, USA, 2007, IEEE, 2007, ppI-473 - I-476 Conference Paper, 2007 DOI URL TARA - Full Text

Ring, Dan; Kokaram, Anil;, Online Parsing of Sports Coaching Video Through Intrinsic Motion Analysis, IEEE International Conference on Image Processing, 2007. ICIP 2007. , 4, (Sept. 16 2007-Oct 19), 2007, p541-544 Journal Article, 2007 DOI URL TARA - Full Text

Corrigan, David; Harte, Naomi; Kokaram, Anil;, Automated Segmentation of Torn Frames using the Graph Cuts Technique, Image Processing, IEEE International Conference on Image Processing, 2007. ICIP 2007., San Antonio, TX, USA , 2007, (Sept. 16-Oct. 19), 2007, pp557-560 Conference Paper, 2007 TARA - Full Text DOI URL

Pitie, F. Kokaram, A. , The linear Monge-Kantorovitch linear colour mapping for example-based colour transfer, Visual Media Production, 4th European Conference on Visual Media Production, London, UK , 27-28 Nov. 2007, 2007, pp1 - 9 Conference Paper, 2007 TARA - Full Text URL

F. Pitie, A. Kokaram and R. Dahyot, Automated Colour Grading using Colour Distribution Transfer , Computer Vision and Image Understanding, 107, 2007, p123 - 137 Journal Article, 2007

F. Pitie; B. Kent; B. Collis; A. C. Kokaram;, Localised deflicker of moving images, 3rd European Conference on Visual Media Production, 2006, 2006, pp134 - 143 Conference Paper, 2006 URL TARA - Full Text

Linda E. Doyle, Anil C. Kokaram, Senan J. Doyle, and Timothy K. Forde, Ad hoc Networking, Markov Random Fields, and Decision Making, IEEE Signal Processing Magazine, 23, (5), 2006, p63 - 73 Journal Article, 2006 TARA - Full Text URL URL DOI

Anil Kokaram, Erika Doyle, Daire Lennon, Laurent Joyeux and Ray Fuller , Motion based parsing for video from observational psychology, SPIE Multimedia Content Analysis, Management, and Retrieval 2006, San Jose, CA, USA, Jan, edited by Edward Y. Chang, Alan Hanjalic, Nicu Sebe , 6073, 2006, pp265 - 274 Conference Paper, 2006 URL

Daire Lennon, Naomi Harte, Anil Kokaram, Erika Doyle, Ray Fuller, A HMM Framework for Motion based parsing for video from Observational Psychology, IEEE Irish Machine Vision and Image Processing Conference, Irish Machine Vision and Image Processing Conference , 2006 Conference Paper, 2006 TARA - Full Text URL

Corrigan, D. Harte, N. and Kokaram, A. , Pathological motion detection for robust missing data treatment in degraded archived media, Image Processing, IEEE International Conference on Image Processing 2006, Atlanta, GA , 8-11 Oct. 2006 , 2006, pp621 - 624 Conference Paper, 2006 DOI URL TARA - Full Text

Anil Kokaram, Niall Rea, Rozenn Dahyot, A. Murat Tekalp, P. Bouthemy, P. Gros, I. Sezan, Browsing sports video: trends in sports-related indexing and retrieval work, IEEE Signal Processing Magazine, 23, (2), 2006, p47 - 58 Journal Article, 2006 DOI URL TARA - Full Text

Naomi Harte and Anil Kokaram, Automated Removal of Overshoot Artefact from Images, EUSIPCO , European Signal Processing Conference , 2006 Conference Paper, 2006 URL

Corrigan, D.; Kokaram, A.; Coudray, R.; Besserer, B., Robust Global Motion Estimation From Mpeg Streamswith a Gradient Based Refinement, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2006), Toulouse, 14-19th May, 2, IEEE, 2006, ppII - II Conference Paper, 2006 DOI TARA - Full Text

Corrigan, D. Kokaram, A. Coudray, R. and Besserer, B. (ed.), 2006 IEEE International Conference on ICASSP 2006 Proceedings. , Acoustics, Speech and Signal Processing, Toulouse , 2, 14-19th May, IEEE, 2006 Proceedings of a Conference, 2006

Kevon Andrews, Daniel Ring, Anil Kokaram, Fadel Al Sabah, T. Clive Lee and Cathy Radix, Automated editing of medical training video via content analysis, SPIE International Conference on Multimedia Content Analysis, Management, and Retrieval 2006, San Jose, CA, USA, 17 January 2006 , edited by Edward Y. Chang, Alan Hanjalic, Nicu Sebe , 6073, SPIE, 2006, pp23 - 32 Conference Paper, 2006 URL TARA - Full Text DOI URL

F. Pitié, S-A. Berrani, R. Dahyot and A. Kokaram, Off-line multiple object tracking using candidate selection and the viterbi algorithm , IEEE International Conference on Image Processing (ICIP'05), Genoa, Italy, 11-14 Sept., 3, 2005, pp109 - 112 Conference Paper, 2005 DOI URL URL TARA - Full Text

Denman, H.; Kokaram, A.;, Dancing to a different tune, Visual Media Production, The 2nd IEE European Conference on Visual Media Production, 30 Nov- 1 Dec. 2005, 2005, pp147 - 153 Conference Paper, 2005 URL

White, P.R.; Collis, W.B.; Robinson, S.; Kokaram, A.;, Inference Matting, Visual Media Production, The 2nd IEE European Conference on Visual Media Production, 30 Nov. 1 Dec. 2005, 2005, pp168 - 172 Conference Paper, 2005 URL

Anil Kokaram, Bill Collis and Simon Robinson, Automated rig removal with Bayesian motion interpolation, IEE Proceedings in Vision, Image and Signal Processing, 152, (4), 2005, p404 - 414 Journal Article, 2005 DOI

Kelly, F. Kokaram, A. , Online global motion estimation, Visual Media Production, The 2nd IEE European Conference on Visual Media Production, 2005. CVMP 2005. , 30 Nov. - 1 Dec. 200, 2005, pp26 - 35 Conference Paper, 2005 URL

C. Hory, A. Kokaram and W. J. Christmas, Threshold Learning From Samples Drawn from the Null Hypothesis For the Generalized Likelihood Ratio Cusum Test, IEEE International Workshop on Machine Learning for Signal Processing, Mystic, Connecticut, USA. , 28-30 Sept., 2005, pp111 - 116 Conference Paper, 2005 URL URL TARA - Full Text DOI

A. Kokaram, F. Pitié, R. Dahyot, N. Rea and S. Yeterian, Content Controlled Image Representation for Sports Streaming, IEEE workshop on Content Based Multimedia Indexing (CBMI'05), Riga, Latvia, June, (ISBN: 952-15-1364-0), Suvisoft, 2005 Conference Paper, 2005 URL TARA - Full Text

N.Rea, R. Dahyot and A. Kokaram,, Classification and representation of semantic content in broadcast tennis videos, IEEE International Conference on Image Processing (ICIP'05), , Genoa, Italy, 11-14 Sept, 3, 2005, pp1204 - 1207 Conference Paper, 2005 DOI TARA - Full Text URL URL

Kokaram, A.; Collis, B.; Robinson, S.;, Practical Motion Based Video Matting, The 2nd IEE European Conference on Visual Media Production, 2005. , 30 Nov. - 1 Dec. 200, IEEE, 2005, pp130 - 136 Conference Paper, 2005 URL TARA - Full Text

Pitie, F. Kokaram, A.C. Dahyot, R., Towards automated colour grading, Visual Media Production, The 2nd IEE European Conference on Visual Media Production, 2005. , 30 Nov. - 1 Dec. 200, 2005, pp9 - 16 Conference Paper, 2005 URL

F. Pitié, A. Kokaram and R. Dahyot, N-dimensional probability density function transfer and its aplication to colour transfer, IEEE International Conference on Computer Vision (ICCV'05), Beijing, China, 17-21 Oct., 2, 2005, pp1434 - 1439 Conference Paper, 2005 TARA - Full Text URL URL DOI

Claire Gallagher and Anil Kokaram , Non-parametric wavelet based texture synthesis , IEEE International Conference on Image Processing (ICIP'05), Genoa, Italy, 11-14 Sept., 2, 2005, pp462 - 465 Conference Paper, 2005 URL TARA - Full Text URL DOI

V. Bruni, D. Vitulano and A. Kokaram, Fast removal of line scratches in old movies, International Conference on Pattern Recognition ICPR'04, 23-26 Aug., 4, 2004, pp827 - 830 Conference Paper, 2004 TARA - Full Text DOI URL URL

Kokaram, A.C. Collis, B. Robinson, S. , Automated rig removal with bayesian motion interpolation, Visual Media Production, 1st European Conference on Visual Media Production, 2004, 15-16 March 2004 , 2004, pp155 - 164 Conference Paper, 2004 URL

Bill Collis and Anil Kokaram, Filling in the gaps, IEE Electronics Systems and Software, 2, (4), 2004, p22 - 28 Journal Article, 2004 URL URL

R. Dahyot and A. Kokaram, Comparison of Two Algorithms for Robust M-estimation of Global Motion Parameters, Irish Machine Vision and Image Processing (IMVIP), , Dublin, Sept., 2004, pp224 - 231 Conference Paper, 2004

F. Kelly and A. Kokaram, Graphics Hardware for Gradient Based Motion Estimation, IS&T/SPIE Electronic Imaging - Embedded Processors for Multimedia and Communications, San Jose, California USA, Jan 2004, 5309, 2004, pp92 - 103 Conference Paper, 2004 TARA - Full Text URL

Kokaram, Anil , Practical, Unified Motion and Missing Data Treatment in Degraded Video, Journal of Mathematical Imaging and Vision: Special Issue on Mathematics and Image Analysis, 20, (Jan/Mar), 2004, p163 - 177 Journal Article, 2004 DOI URL

David Corrigan and Anil Kokaram, Automated treatment of film tear in degraded archived media, IEEE International Conference on Image Processing, Singapore, 24-27 Oct., 3, 2004, pp1823 - 1826 Conference Paper, 2004 TARA - Full Text URL DOI URL

L. Joyeux, E. Doyle, H. Denman, A.C. Crawford, A. Kokaram, R. Fuller, Content Based Access for a massive database of human observation video , Irish Machine Vision and Image Processing (IMVIP), Dublin, Ireland, Sept , 2004, pp240 - 247 Conference Paper, 2004

F. Pitié, A. Kokaram and R. Dahyot, Oriented Particle Spray: A New Probabilistic Contour Tracing with Directional Information,, Irish Machine Vision and Image Processing (IMVIP), , Dublin, Sept , 2004, pp159 - 165 Conference Paper, 2004

C. Gallagher and A. Kokaram, Wavelet Based Texture Synthesis, Irish Machine Vision and Image Processing (IMVIP),, Dublin, Sept, 2004, pp34 - 41 Conference Paper, 2004 URL

Benjamin Kent, Anil Kokaram, Bill Collis and Simon Robinson, Two layer segmentation for handling pathological motion in degraded post production media, IEEE International Conference on Image Processing, Singapore, 24-27 Oct., 1, 2004, pp299 - 302 Conference Paper, 2004 DOI TARA - Full Text URL URL

F. Kelly and A. Kokaram, Fast Image Interpolation for Motion Estimation using Graphics Hardware, , IS&T/SPIE Electronic Imaging - Real-Time Imaging VIII, San Jose, California USA, Jan , 5297, 2004, pp184 - 194 Conference Paper, 2004 TARA - Full Text URL

Andrew Crawford, Hugh Denman, Francis Kelly, Francois Pitié and Anil Kokaram, Gradient Based Dominant Motion Estimation with Integral Projections for Real Time Video Stabilisation,, IEEE International Conference on Image Processing (ICIP'04), Singapore, 24-27 Oct., 5, 2004, pp3371 - 3374 Conference Paper, 2004 TARA - Full Text DOI URL URL

L. Joyeux, E. Doyle, H. Denman, A. C. Crawford, A. Bousseau, A. Kokaram, R. Fuller, Content based access for a massive database of human observation video, Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval , NY, USA, Dec, ACM Press, 2004, pp46 - 52 Conference Paper, 2004 URL URL

Corrigan, D.; Kokaram, A.(ed.), Proceedings of the 17th International Conference on Pattern Recognition, 4, 23-26 Aug, 2004 Proceedings of a Conference, 2004

H. Denman and A. Kokaram, A Multiscale Approach to Shot Change Detection, Irish Machine Vision and Image Processing (IMVIP),, Dublin, Sept, 2004, pp19 - 25 Conference Paper, 2004 URL URL

D. Corrigan and A. Kokaram, Diagnosis and Treatment of Film Tear in Degraded Archived Media, Proceedings of the 17th International Conference on Pattern Recognition, 2004 (ICPR 2004) , 17th International Conference on Pattern Recognition, 2004 (ICPR 2004) , 23-26 Aug, edited by D. Corrigan and A. Kokaram , 4, IEEE, 2004, pp779 - 782 Conference Paper, 2004 DOI TARA - Full Text

N. Rea, R. Dahyot and A. Kokaram, Modeling High Level Structure in Sports with Motion Driven HMMs,, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004), , Montreal, Quebec, Canada, 17-21 May, 3, 2004, pp621 - 624 Conference Paper, 2004 DOI URL URL TARA - Full Text

Anil Kokaram, 3. A Statistical Framework for Picture Reconstruction with 2D AR Models, Journal of Image and Vision Computing: Special Issue on Statistical Methods in Video Processing, 22, (2), 2004, p165 - 171 Journal Article, 2004

N. Rea, R. Dahyot and A. Kokaram , Semantic Event Detection in Sports through Motion Understanding,, 3rd International Conference on Image and Video Retrieval (CIVR 04), , Dublin, Ireland, July, Springer Verlag, 2004, pp88 - 97 Conference Paper, 2004

F. Pitié, R. Dahyot, F. Kelly and A. Kokaram, A New Robust Technique for Stabilizing Brightness Fluctuations in Image Sequences, , 2nd Workshop on Statistical Methods in Video Processing In conjunction with ECCV, Prague, Czech Republic, 16 May, edited by Dorin Comaniciu, Kenichi Kanatani, Rudolf Mester and David Suter , LNCS 3247, Springer Verlag, 2004, pp153 - 164 Conference Paper, 2004 URL

Anil Kokaram, On missing data treatment for degraded video and film archives: a survey and a new Bayesian approach, IEEE Transactions on Image Processing, 13, (3), 2004, p397 - 415 Journal Article, 2004 TARA - Full Text URL DOI

R. Dahyot, N. Rea, A. Kokaram and N. Kingsbury, Inlier modeling for multimedia data analysis, IEEE International Workshop on Multimedia Signal Processing, Sienna, Italy, Sept. 29- Oct. 1, 2004, pp482 - 485 Conference Paper, 2004 URL TARA - Full Text DOI URL

Image Sequence Restoration: A Wider Perspective in, editor(s)Todd R. Reed , Digital Image Sequence Processing, Compression and Analysis, CRC Taylor and Francis, 2004, pp177 - 214, [Anil Kokaram] Book Chapter, 2004 URL

R. Dahyot, A. C. Kokaram, N. Rea and H. Denman, Joint Audio Visual Retrieval for Tennis Broadcasts,, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), April 2003 , 3, 2003 Conference Paper, 2003 URL DOI URL TARA - Full Text

Anil Kokaram, Bill Collis, Simon Robinson, A Bayesian Framework for Recursive Object Removal in Movie Post-Production, ICIP 2003, Barcelona, Spain, 14-17 Sept., 2003, pp937 - 940 Conference Paper, 2003 URL TARA - Full Text DOI

V. Bruni, D. Vitulano and A. Kokaram, Line scratches detection and restoration via light diffraction, Proceedings of the 3rd International Symposium on Image and Signal Processing and Analysis, 2003. ISPA 2003., 18-20 Sept., 1, 2003, pp5 - 10 Conference Paper, 2003 DOI URL URL TARA - Full Text

Anil Kokaram, Raphaël Bornard, Andrei Rares, Denis Sidorov, Jean-Hugues Chenot, Louis Laborelli, and Jan Biemond, Automatic digital restoration systems: Coping with reality ,, Journal of the Society of Motion Picture and Television Engineers (SMPTE), 2003 Journal Article, 2003

F. Kelly and A. Kokaram, General Purpose Graphics Hardware for Accelerating Motion Estimation,, Irish Machine Vision and Image Processing Conference (IMVIP), , University of Ulster, Coleraine, Ireland., September 2003, 2003 Conference Paper, 2003

F. Pitié, R. Dahyot and A. Kokaram, Suppression du bruit de pompage dans les vidéos,, GRETSI conference on signal and image processing, Paris, France., September 2003, 2003 Conference Paper, 2003

R. Dahyot, N. Rea and A. C. Kokaram, Sport Video Shot Segmentation and Classification, SPIE Visual Communications and Image Processing 2003, Univ. of Italian Switzerland (USI), Lugano, Switzerland , 8-11 july, edited by Touradj Ebrahimi, Thomas Sikora , 5150, 2003, pp404 - 413 Conference Paper, 2003 TARA - Full Text DOI

Anil C. Kokaram, Rozenn Dahyot, Francois Pitié, Hugh Denman, Simultaneous Luminance and Position Stabilization for Film and Video, , Visual Communications and Image Processing, San Jose, California USA, Jan , 5022, 2003, pp688 - 699 Conference Paper, 2003 URL

H. Denman, N. Rea and A. Kokaram, Content-based analysis for video from snooker broadcasts, , Journal of Computer Vision and Image Understanding. , volume 92, (2-3), 2003, p141 - 306 Journal Article, 2003

Lorcan Mac Magnus, Algorithms for robust digital video transmission using MPEG-4,, 2003 Thesis, 2003 URL

Denis Sidorov and Anil Kokaram, Suppression of Moiré patterns via spectral analysis,, Visual Communications and Image Processing, San Jose, California USA, Jan 2002, edited by C.-C.Jay , 2002 Conference Paper, 2002 URL

Kokaram, A. , Parametric texture synthesis for filling holes in pictures, International Conference on Image Processing 2002, 22-25 September 2002, 1, IEEE, 2002, ppI-325 - I-328 Conference Paper, 2002 TARA - Full Text DOI

Denis N. Sidorov and Anil C. Kokaram, Removing Moire from Degraded Video Archives,, eupsico, Toulouse France, 2002, 2002 Conference Paper, 2002 URL

Kokaram, A.C., Godsill, S.J., MCMC for Joint Noise Reduction and Missing Data Treatment in Degraded Video, IEEE TRANSACTIONS ON SIGNAL PROCESSING, 50, (2), 2002, p189 - 205 Journal Article, 2002 DOI TARA - Full Text

Manus, L.M. Kokaram, A. , An improved error resilience scheme for highly compressed data, Wireless Communications and Networking Conference, 2002, 17-21 March 2002 , 1, 2002, pp233-238 Conference Paper, 2002 DOI URL TARA - Full Text

H. Denman and N. Rea and A. Kokaram, Content Based Analysis for Video from Snooker Broadcasts, International Conference on Image and Video Retrieval (CIVR), , London,UK , 2002, July,, 2002 Conference Paper, 2002 URL

A. Kokaram and P. Delacourt, On the Motion-based diagnosis of video from Cricket Broadcasts, Irish Signals and Systems Conference, Cork, Ireland, June 25-26, 2002, 2002 Conference Paper, 2002 URL

François Pitié, Removing Flicker from Old Movies,, 2002 Thesis, 2002 URL

A.Kokaram and P.Delacourt, A new global estimation algorithm and its application to retrieval in sport events, IEEE International Workshop on Multimedia Signal Processing, MMSP'01, Cannes, France, October 3-5 2001, IEEE, 2001 Conference Paper, 2001 URL TARA - Full Text URL DOI

L.Doyle, A.Kokaram and D.O'Mahony, Error-Resilience in Multimedia Applications over Ad-hoc Networks,, IEEE International Conferences on Acoustics, Speech and Signal Processing, ICASSP2001, Salt Lake City, USA, May 7-11 2001 , 2001 Conference Paper, 2001 URL

Kokaram, A.C. , Advances in the Detection and Reconstruction of Blotches in Archived Film and Video, Proceedings of the IEE Seminar on Digital Restoration of Film and Video Archives, IEE Seminar on Digital Restoration of Film and Video Archives, London, UK, 16 January 2001, IEE, 2001, pp7/1 - 7/6 Conference Paper, 2001 TARA - Full Text URL

Doyle, L.E., Kokaram, A.C., O'Mahony, D. , Error-resilience in multimedia applications over ad-hoc networks, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing , Salt Lake City, Utah, 7-11 May 2001, 3, IEEE, 2001, pp1457-1460 Conference Paper, 2001 URL DOI TARA - Full Text

Eusipco(ed.), Eusipco 2000, Eurasip, Tampere, Finland , 4-8th Sept 2000 , Eurasip, 2000 Proceedings of a Conference, 2000 URL

Kokaram, A.C., Removal of line artefacts for digital dissemination of archived film and video, IEEE International Conference on Multimedia Computing and Systems, 1999, International Conference on Multimedia Computing and Systems, Florence, Italy, ,June 7-1 1 1999, 2, (Jul ), IEEE, 1999, pp245 - 249 Conference Paper, 1999 TARA - Full Text DOI

van Roosmalen, P.M.B.; Kokaram, A.C.; Biemond, J.; (ed.), IEEE International Conference Acoustics, Speech, and Signal Processing, Proceedings on Acoustics, Speech, and Signal Processing, 6, 15-19 March 1999, 1999 Proceedings of a Conference, 1999

van Roosmalen, P.M.B.; Kokaram, A.C.; Biemond, J.;, Fast high quality interpolation of missing data in image sequences using a controlled pasting scheme, The IEEE International Conference on Acoustics, Speech, and Signal Processing, (CASSP '99) , Phoenix, AZ , 15-19 March 1999, 6, IEEE, 1999, pp3105 - 3108 Conference Paper, 1999 DOI TARA - Full Text

Anil Kokaram, Motion Picture Restoration Digital Algorithms for Artefact Suppression in Degraded Motion Picture Film and Video, 1, London, Springer, 1998 Book, 1998 DOI

Magarey, J. Kokaram, A. Kingsbury, N. (ed.), International Conference on Image Processing, 1997, Proceedings of the International Conference on Image Processing, 1997., Santa Barbara, CA , 2, 26-29 October, 1997, 1997 Proceedings of a Conference, 1997

Bradshaw, D.B.; Kingsbury, N.G.; Kokaram, A.C., A gradient based fast search algorithm for warping motion compensation schemes, Proceedings of the International Conference on Image Processing, 1997, Santa Barbara, CA , 26-29 October, 1997, edited by Magarey, J. Kokaram, A. Kingsbury, N. , 3, IEEE, 1997, pp602 - 605 Conference Paper, 1997 DOI TARA - Full Text

Kokaram, A.C.; Godsill, S.J.; (ed.), Proceedings., International Conference on Image Processing, Proceedings., International Conference on Image Processing, 2, 26-29 Oct. 1997, 1997, 191 - 194 p Proceedings of a Conference, 1997 URL DOI

Kokaram, A.; Rayner, P.; van Roosmalen, P.; Biemond, J, Line registration of jittered video, Acoustics, Speech, and Signal Processing, International Conference onAcoustics, Speech, and Signal Processing, 21-24 April , 4, 1997 Conference Paper, 1997 DOI TARA - Full Text URL

Wooi-Boon Goh; Kokaram, A.C.; Man-Nang Chong; Rayner, P.J.W, Causality considerations for missing data reconstruction in image sequences, Proceedings of the International Conference on Information, Communications and Signal Processing, (ICICS 1997), International Conference on Information, Communications and Signal Processing, (ICICS 1997) , 9-12 Sept, edited by Wooi-Boon Goh; Kokaram, A.C.; Man-Nang Chong; Rayner, P.J.W , 3, IEEE, 1997, pp1575 - 1579 Conference Paper, 1997 DOI TARA - Full Text

Kokaram, A.C. ; Godsill, S.J. ; , Joint Detection, Interpolation, Motion and Parameter estimation for Image Sequences with Missing Data, Proceedings of the International Conference on Image Processing, International Conference on Image Processing, Santa Barbara, CA , 26-29 October, 1997, edited by Magarey, J. Kokaram, A. Kingsbury, N. , 2, IEEE Computer Society Press, 1997, pp191 - 194 Conference Paper, 1997 TARA - Full Text

Wooi-Boon Goh; Kokaram, A.C.; Man-Nang Chong; Rayner, P.J.W.; (ed.), International Conference on Information, Communications and Signal Processing,, Proceedings of 1997 International Conference on Information, Communications and Signal Processing,, 3, 9-12 Sept., 1997 Proceedings of a Conference, 1997

Magarey, J. Kokaram, A. Kingsbury, N., Optimal Schemes for Motion Estimation on Colour Image Sequences, Proceedings of the International Conference on Image Processing, 1997, International Conference on Image Processing, Santa Barbara, CA , 26-29 October, 1997, edited by Magarey, J. Kokaram, A. Kingsbury, N , 2, IEEE Computer Society Press, 1997, pp187 - 190 Conference Paper, 1997 TARA - Full Text

Anil Kokaram , Detection and Removal of Line Scratches in Motion Picture Film, 8th European Signal Processing Conference (EUSIPCO 1996), Trieste, Italy, 10-13 Sept 1996, IEEE, 1996, pp1 - 5 Conference Paper, 1996

Morris, R.D. Fitzgerald, W.J. Kokaram, A.C. (ed.), Proceedings., International Conference on Image Processing, 1996., Lausanne , 1, 16-19 Sept. 1996 , IEEE, 1996 Proceedings of a Conference, 1996

Morris, R.D.; Fitzgerald, W.J.; Kokaram, A.C., A sampling based approach to line scratch removal from motion picture frames, Proceedings of the International Conference on Image Processing, 1996, Lausanne , 16-19 Sept. 1996 , 1, IEEE, 1996, pp801 - 804 Conference Paper, 1996 TARA - Full Text DOI

Kokaram A.C., Morris R.D., Fitzgerald W.J., Rayner P.J.W., Interpolation of Missing Data in Image Sequences, IEEE Transactions on Image Processing, 4, (11), 1995, p1509 - 1519 Journal Article, 1995 DOI

Kokaram A.C., Morris R.D., Fitzgerald W.J., Rayner P.J.W., Detection of Missing Data in Image Sequences, IEEE Transactions on Image Processing, 4, (11), 1995, p1496 - 1508 Journal Article, 1995 DOI

Kokaram, A.; Rayner, P., Detection and interpolation of replacement noise in motion picture sequences using 3D autoregressive modelling, IEEE International Symposium on Circuits and Systems, 1994 (ISCAS '94), 30 May-2 June 1994, 3, 1994, pp21 - 24 Conference Paper, 1994 DOI TARA - Full Text

Research Expertise

Projects

  • Title
    • Modern Motion for Video Codecs
  • Summary
    • Building new motion estimation engines for the next generation of video codecs
  • Funding Agency
    • YouTube
  • Date From
    • 2018
  • Date To
    • 2019
  • Title
    • CAMP : Content Aware Media Processing
  • Funding Agency
    • SFI
  • Date From
    • 2011
  • Date To
    • 2016
  • Title
    • 27th Conference on Field Programmable Logic
  • Summary
    • SFI Sponsorship
  • Funding Agency
    • SFI
  • Date From
    • 2018
  • Date To
    • 2018
  • Title
    • AUTOCAMERAMAN
  • Summary
    • Automated editing for classroom scenarios using audio/video active speaker treacking
  • Funding Agency
    • SFI
  • Date From
    • 2010
  • Date To
    • 2011
  • Title
    • i3DPOST
  • Summary
    • 3D Compositing for Visual Cinema Effects
  • Funding Agency
    • EU
  • Date From
    • 2007
  • Date To
    • 2010
  • Title
    • Models for Multimedia Content Retrieval
  • Summary
    • Research into machine learning algorithms for content understanding
  • Funding Agency
    • EU
  • Date From
    • 2001
  • Date To
    • 2005
  • Title
    • LastActionReplay
  • Funding Agency
    • Enterprise Ireland
  • Date From
    • March 2005
  • Date To
    • Feburary 2006

Keywords

AUTOREGRESSIVE MODELS; BAYESIAN INFERENCE; COMPOSITION SAMPLING; Content Based Video Analysis; Content Based Video Augmentation; Digital Film Editing and Image Based Special Effects; Digital Motion Picture Restoration; FACTORED SAMPLING; GIBBS SAMPLING; IMAGE PROCESSING; IMAGE SEQUENCES; MARGINALIZATION; MARKOV CHAIN MONTE CARLO; MISSING DATA RECONSTRUCTION; MONTE CARLO METHODS; MOTION ANALYSIS; MOTION ESTIMATION; NOISE REDUCTION; VIDEO PROCESSING

Recognition

Awards and Honours

Technical Oscar from the American Academy of Motion Picture Arts and Sciences 2007

Honorary Fellowship of Engineers Ireland 2007

National Icon Award from The Government of Trinidad and Tobago 2013

Irish Technology Leadership Group Hollywood Top 50 2012

Fellow Trinity College Dublin 2001

Memberships

IEEE 1989 – 2019