Miroslaw Bober

Professor Miroslaw Bober

Professor of Video Processing
BSc, MSc, PhD
+44 (0)1483 684724
29 BA 00

Academic and research departments

Centre for Vision, Speech and Signal Processing (CVSSP), Department of Electrical and Electronic Engineering, Faculty of Engineering and Physical Sciences.

Biography

Biography

Professor of Video Processing BSc, MSc, PhD, MIEEE

Miroslaw Bober joined Surrey in 2011 as Professor of Video Processing. He is leading the Visual Media Analysis team within the Centre for Vision, Speech and Signal Processing (CVSSP).

Prior to his appointment at Surrey Prof Bober was the General Manager of the Mitsubishi Electric R&D Centre Europe (MERCE-UK), and the Head of Research for its Visual & Sensing Division. He was leading this European Corporate R&D centre for 15 years. His technical achievements were recognized in numerous awards, including the Presidential Award for strengthening the TV business in Japan via an innovative “Visual Navigation” content access technology (2010) and the prestigious Mitsubishi Best Invention Award for his Image Signature Technology (2008-one winner selected globally).

Prof Bober received a BSc and an MSc degree with distinction in electrical engineering from the AGH University of Science and Technology (Krakow, Poland) (1990), an MSc degree in Machine Intelligence (with distinction) from Surrey University (1991), and a PhD degree in computer vision from Surrey University (1995).

Miroslaw has published over 60 peer-reviewed publications and is the named inventor on over 80 unique patent applications. He has held over 30 research and industrial grants, with the value exceeding £16M. He is a member of the British Standards Institution (BSI) committee IST/37, responsible for UK contributions into MPEG and JPEG and represents UK in the area of image and video analysis and associated metadata. Prof Bober is chairing MPEG technical work on Compact Descriptors for Visual Search (CDVS - standard ISO/IEC FDIS 15938-13) and Compact Descriptors for Video Analysis (CDVA - work in progress).

Research interests

My research focuses on novel techniques in Signal Processing, Computer Vision and Machine Learning and their applications in industry, healthcare, big-data and security. I have a particular interest in image and video analysis & retrieval (visual search, object recognition, analysis of motion, shape & texture). The broad research objective is to develop unique methods and technology solutions for visual content understanding that can dramatically improve on existing state-of-the art leading to new applications. My algorithms for shape analysis and image/video fingerprinting as well as visual search are considered world-leading and were selected for ISO International standards within MPEG and used by, e.g. Metropolitan Police.

Teaching

  • EEE3034 - Media Casting (Module Coordinator)
  • EEE3029 - Multimedia Systems and Component Technology
  • EEEM001 - Image and Video Compression
  • EEE3035 - Engineering Professional Studies

Departmental duties

  • Programme Director for MSc in Multimedia Signal Processing and Communications
  • Industrial Tutor for undergraduate industrial placement year
  • Personal tutor for undergraduate students (L1, L2, L3, L4)
  • MSc-level tutor
  • Member of Faculty Research Degrees Committee (FRDC)
  • Member of the Departmental Industrial Advisory Board (IAB)

Affiliations

I have extensive collaboration links with universities and research institutions in Europe (UK, Switzerland, Germany, Poland, France, Spain), US, Japan and China. I have also worked with the following companies: the BBC (UK), Bang and Olufsen (DE), CEDEO (IT), Casio (JP), Ericsson (SE), Huawei (DE), Mitsubishi Electric (JP), RAI television (IT), Renesas Electronics (JP), Telecom Italia (IT), and Visual Atoms (UK).

Current Projects & Research Funding

I am the project coordinator and PI for the BRIDGET FP-7 project [5.28 M€], where my team is responsible for the development of ultra large-scale visual search and media analysis algorithms for the broadcast industry. The project aims to open new dimensions for multimedia content creation and consumption by bridging the gap between the Broadcast and Internet. Project partners include RAI television, Huawei, Telecom Italia and more.

CODAM is my latest project (PI) and is funded by the TSB creative media call [£1.05 M]. My team is working with the BBC and Visual Atoms to develop an advanced video asset management system with unique visual fingerprinting and visual search capabilities. It will aid content creation and deployment by enabling visual content tracking, identification and searching across multiple devices and platforms, and across diverse digital media ecosystems and markets. Where is the original version of the low-quality clip? Which video clip has been used most often in BBC programmes? Is it a stock shot of a red double decker bus, or an excerpt from a royal wedding? Is there other footage in the archive that shows the same event but can provide a fresh viewpoint? The CODAM system will answer these questions, track the origins of video clips across multi-platform productions and search for related material. It will take the form of a modular software system that can identify individual video clips in edited programmes, and perform object or scene recognition to find similar footage in an archive without relying on manually entered and often incomplete metadata.

My publications

Publications

Jin Y, Mokhtarian F, Bober M, Illingworth J (2008)Fuzzy chamfer distance and its probabilistic formulation for visual tracking., In: CVPR
DOI: 10.1109/CVPR.2008.4587570
Iervolino P (2016)Ship detection with SAR : modelling, designing and real data validation.
Cieplinski L, Bober M (1997)Scalable image coding using Gaussian pyramid vector quantisation with resolution-independent block size, In: 1997 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I - Vpp. 2949-2952 I E E E, COMPUTER SOC PRESS
Price W, Atkinson J, Bober M (2000)The contour shape descriptor for MPEG-7 and its applications, In: IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - 2000 DIGEST OF TECHNICAL PAPERSpp. 286-287 IEEE
DOI: 10.1109/ICCE.2000.854633
Bober Miroslaw, Kittler Josef (1994)Robust motion analysis, In: 1994 IEEE computer society conference on computer vision and pattern recognition, proceedingspp. 947-952 IEEE, Computer Soc Press
Bober MZ, Paschalakis S (2010)MPEG image and video signaturepp. 81-95
DOI: 10.1007/978-1-4419-6184-6_5
Zhang K, Bober M, Kittler J (1995)Motion based image segmentation for video coding, In: INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOLS I-IIIpp. C476-C479 I E E E, COMPUTER SOC PRESS
Kittler J, Zhang K, Bober M (1996)A hybrid codec for very low bit rate video coding, In: Delogne P (eds.), INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, PROCEEDINGS - VOL Ipp. 641-644 I E E E
Liu Daqi, Bober Miroslaw, Kittler Josef (2019)Visual Semantic Information Pursuit: A Survey, In: IEEE Transactions on Pattern Analysis and Machine Intelligence Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TPAMI.2019.2950025
Paschalakis S, Iwamoto K, Sprljan N, Oami R, Nomura T, Yamada A, Bober M (2012)The MPEG-7 Video Signature Tools for Content Identification, In: IEEE Transactions on Circuits and Systems for Video Technology22(7)pp. 1050-1063 IEEE
DOI: 10.1109/TCSVT.2012.2189791
Tirunagari Santosh, Poh Norman, Bober Miroslaw, Windridge David (2015)Windowed DMD as a microtexture descriptor for finger vein counter-spoofing in biometrics., In: WIFSpp. 1-6
DOI: 10.1109/WIFS.2015.7368599
ZHANG K, BOBER M, KITTLER J (1994)ROBUST MOTION ESTIMATION AND MULTISTAGE VECTOR QUANTISATION FOR SEQUENCE COMPRESSION, In: ICIP-94 - PROCEEDINGS, VOL IIpp. 452-456
Bober M, Asai K, Divakaran A (2001)A MPEG-4/7 based internet video and still image browsing system, In: Tescher AG, Vasudev B, Bove VM, (eds.), MULTIMEDIA SYSTEMS AND APPLICATIONS III4209pp. 33-38
DOI: 10.1117/12.420843
Messina A, Burgos FM, Preda M, Lepsoy S, Bober M, Bertola D, Paschalakis S (2015)Making second screen sustainable in media production: The BRIDGET approach, In: TVX 2015 - Proceedings of the ACM International Conference on Interactive Experiences for TV and Online Videopp. 155-160
DOI: 10.1145/2745197.2755517
Paschalakis S, Bober M (2003)A low cost FPGA system for high speed face detection and tracking, In: Proceedings - 2003 IEEE International Conference on Field-Programmable Technology, FPT 2003pp. 214-221
DOI: 10.1109/FPT.2003.1275750
Frohlich David M., Corrigan-Kavanagh Emily, Bober Mirek, Yuan Haiyue, Sporea Radu, Le Borgne Brice, Scarles Caroline, Revill George, Van Duppen Jan, Brown Alan W., Beynon Megan (2019)The Cornwall a-book: An Augmented Travel Guide Using Next Generation Paper, In: The Journal of Electronic Publishing22(1) Michigan Publishing
DOI: 10.3998/3336451.0022.101
Husain S, Bober M (2014)ROBUST AND SCALABLE AGGREGATION OF LOCAL FEATURES FOR ULTRA LARGE-SCALE RETRIEVAL, In: 2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)pp. 2799-2803 IEEE
Husain Syed Sameed, Bober Miroslaw (2016)On Aggregation of local binary descriptors, In: ICME MMC 2016 Proceedings
DOI: 10.1109/ICMEW.2016.7574762
Sibiryakov A, Bober M (2006)Real-time multi-frame analysis of dominant translation, In: Tang YY, Wang SP, Lorette G, Yeung DS, Yan H, (eds.), 18th International Conference on Pattern Recognition, Vol 1, Proceedingspp. 55-58
Madeo S, Bober MZ (2016)Fast, Compact and Discriminative: Evaluation of Binary Descriptors for Mobile Applications, In: IEEE Transactions on Multimedia
DOI: 10.1109/TMM.2016.2615521
ZHANG K, BOBER M, KITTLER J (1995)VARIABLE BLOCK SIZE VIDEO CODING WITH MOTION PREDICTION AND MOTION SEGMENTATION, In: Rodriguez AA, Safranek RJ, Delp EJ, (eds.), DIGITAL VIDEO COMPRESSION: ALGORITHMS AND TECHNOLOGIES 19952419pp. 62-70
DOI: 10.1117/12.206394
Zhang K, Bober M, Kittler J (1996)Video coding using affine motion compensated prediction, In: 1996 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, CONFERENCE PROCEEDINGS, VOLS 1-6pp. 1978-1981
Bober M, Kittler J (1996)Combining the hough transform and multiresolution MRF's for the robust motion estimation, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)1035pp. 91-100
Bober MZ Method and device for displaying or searching for object in image and computer-readable storage medium
DOI: 6931154
Bober MZ, Zaharia R Occupant monitoring apparatus
Bober MZ, Szajnowski WJ Method and apparatus for image processing
DOI: 7440636
Brasnett P, Paschalakis S, Bober M (2010)RECENT DEVELOPMENTS ON STANDARDISATION OF MPEG-7 VISUAL SIGNATURE TOOLS, In: 2010 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME 2010)pp. 1347-1352
DOI: 10.1109/ICME.2010.5583215
O'Callaghan R, Bober M (2005)MPEG-7 visual-temporal clustering for digital image collections, In: Lee GG, Yamada A, Meng H, Myaeng SH (eds.), INFORMATION RETRIEVAL TECHNOLOGY, PROCEEDINGS3689pp. 339-350 SPRINGER-VERLAG BERLIN
Bober MZ, Santamaria C Direction-sensitive line detection operator for image data
DOI: 7630558
Brasnett P, Bober M (2008)Fast and Robust Image Identification, In: 19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6pp. 871-875
Bober M, Brasnett P (2009)MPEG-7 VISUAL SIGNATURE TOOLS, In: ICME: 2009 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-3pp. 1540-1543
Kucharski K, Skarbek W, Bober M (2005)Feature space reduction for face recognition with dual linear discriminant analysis, In: Gagalowicz A, Philips W (eds.), COMPUTER ANALYSIS OF IMAGES AND PATTERNS, PROCEEDINGS3691pp. 587-595 SPRINGER-VERLAG BERLIN
Bober MZ, Cooper J, Paschalakis S Method and apparatus for detecting and/or tracking one or more colour regions in an image or sequence of images
DOI: 7236629
Bober MZ, Sibiryakov A Robust image registration
DOI: 7961982
Bober MZ, Cooper J Method and apparatus for representing and searching for an object in an image
DOI: 7940987
Smith RS, Bober M, Windeatt T (2011)A comparison of random forest with ECOC-based classifiers, In: Lecture Notes in Computer Science: Multiple Classifier Systems6713pp. 207-216
DOI: 10.1007/978-3-642-21557-5_23
Poh Norman, Wells Kevin, Bober Miroslaw, Gorden I, Windridge David, Tirunagari Santosh (2017)Movement correction in DCE-MRI through windowed and reconstruction dynamic mode decomposition, In: Machine Vision and Applications28(3-4)pp. 393-407 Springer Verlag
DOI: 10.1007/s00138-017-0835-5
Bober MZ, Zaharia R, Cieplinski L Adaptive quantization of depth signal in 3D visual coding
DOI: 7558432
Bober MZ Method and device for processing and for searching for an object by signals corresponding to images
DOI: 7,532,775
Bober MZ, Skarbek W Method and apparatus for processing image data
DOI: 7471833
Bober MZ Method for efficient coding of shape descriptor parameters
DOI: 7245777
Bober MZ, Paschalakis S Methods of representing and analysing images
DOI: 7840081
Lin J, Huang T, Gao W, Bober M, Wang Z, Duan L-Y (2014)COMPONENT HASHING OF VARIABLE-LENGTH BINARY AGGREGATED DESCRIPTORS FOR FAST IMAGE SEARCH, In: 2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)pp. 2217-2221 IEEE
PETROU M, BOBER M, KITTLER J (1994)MULTIRESOLUTION MOTION SEGMENTATION, In: PROCEEDINGS OF THE 12TH IAPR INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION - CONFERENCE A: COMPUTER VISION & IMAGE PROCESSINGpp. 379-383
Santamaria C, Bober M, Szajnowski W, Aso N (2004)Analysis of remotely-sensed imagery using the level-crossing statistics texture descriptor, In: Bruzzone L, (eds.), IMAGE AND SIGNAL PROCESSING FOR REMOTE SENSING X5573pp. 115-125
DOI: 10.1117/12.565507
Sibiryakov A, Bober M (2007)Graph-based multiple panorama extraction from unordered image sets - art. no. 649809, In: Bouman CA, Miller EL, Pollak I, (eds.), Computational Imaging V6498pp. 49809-49809
DOI: 10.1117/12.704025
Bober MZ, O'Callaghan R Mutual-Rank Similarity-Space for Navigating, Visualising and Clustering in Image Databases
Skarbek W, Kucharski K, Bober M (2004)Dual LDA for face recognition, In: Fundamenta Informaticae61(3-4)pp. 303-334
Bober MZ Method and apparatus for representing and searching for an object using shape
DOI: 7761438
Santamaria C, Bober M, Szajnowski W (2004)Texture analysis using level-crossing statistics, In: Kittler J, Petrou M, Nixon M, (eds.), PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2pp. 712-715
DOI: 10.1109/ICPR.2004.1334358
Bober MZ Hough transform based method of estimating parameters
DOI: 6356647
Bober MZ Method, apparatus, computer program, computer system, and computer-readable storage medium for representing and searching for an object in an image
DOI: 7542626
Bober MZ, Szajnowski WJ Determining statistical descriptors of a signal from a set of its samples
DOI: 7352321
Sibiryakov A, Bober M (2005)A method of statistical template matching and its application to face and facial feature detection, In: WSEAS Transactions on Information Science and Applications2(9)pp. 1285-1293
Bober MZ, Sibiryakov A Fast Method of Object Detection by Statistical Template Matching
Bober MZ, Paschalakis S Method and apparatus for video navigation
Bober MZ Method and apparatus for motion vector field encoding
Bober M, Sibiryakov A (2007)Low-complexity motion analysis for mobile video devices, In: ICCE: 2007 DIGEST OF TECHNICAL PAPERS INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICSpp. 407-408
Sibiryakov A, Bober M (2006)Image registration using RST-clustering and its application in remote sensing - art. no. 63650G, In: Bruzzone L, (eds.), Image and Signal Processing for Remote Sensing XII6365pp. G3650-G3650
DOI: 10.1117/12.687360
Husain S, Bober Miroslaw (2016)Improving large-scale image retrieval through robust aggregation of local descriptors, In: IEEE Transactions on Pattern Analysis and Machine Intelligence
DOI: 10.1109/TPAMI.2016.2613873
Ong Eng-Jon, Husain Sameed, Bober-Irizar Mikel, Bober Miroslaw (2018)Deep Architectures and Ensembles for Semantic Video Classification, In: IEEE Transactions on Circuits and Systems for Video Technology Institute of Electrical and Electronics Engineers (IEEE)
Berriss WP, Price WG, Bober MZ (2003)The use of MPEG-7 for intelligent analysis and retrieval in video surveillance, In: IEE Colloquium (Digest)3-1006pp. 41-45
Bober M (2001)MPEG-7 visual shape descriptors, In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY11(6)pp. 716-719 IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/76.927426
Berriss WP, Price WG, Bober MZ (2002)< VISS >(TM): A video intelligent surveillance system, In: Divakaran A, Bove VM, Tescher AG, Vasudev B, (eds.), MULTIMEDIA SYSTEMS AND APPLICATIONS V4861pp. 13-21
DOI: 10.1117/12.470200
Georgis N, Kittler J, Bober M (2000)Accurate recovery of dense depth map for 3D motion based coding, In: EUROPEAN TRANSACTIONS ON TELECOMMUNICATIONS11(2)pp. 219-232 ASSOC ELETTROTECNICA ED ELETTRONICA ITALIANA
DOI: 10.1002/ett.4460110210
Kucharski K, Skarbek W, Bober M (2005)Dual LDA - An effective feature space reduction method for face recognition, In: IEEE International Conference on Advanced Video and Signal Based Surveillance - Proceedings of AVSS 20052005pp. 336-341
DOI: 10.1109/AVSS.2005.1577291
Bober M, Georgis N, Kittler J (1998)On accurate and robust estimation of fundamental matrix, In: COMPUTER VISION AND IMAGE UNDERSTANDING72(1)pp. 39-53 ACADEMIC PRESS INC
DOI: 10.1006/cviu.1997.0670
Zhang K, Bober M, Kittler J (1997)Image sequence coding using multiple-level segmentation and affine motion estimation, In: IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS15(9)pp. 1704-1713 IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Cordara G, Bober M, Reznik Y (2013)Special issue on visual search and augmented reality, In: SIGNAL PROCESSING-IMAGE COMMUNICATION28(4)pp. 309-310 ELSEVIER SCIENCE BV
DOI: 10.1016/j.image.2012.11.001
Bober M (1999)Motion analysis for video coding and retrieval, In: IEE Colloquium (Digest)(103)pp. 51-56
Bober MZ, Brasnett P SCALE ROBUST FEATURE-BASED IDENTIFIERS FOR IMAGE IDENTIFICATION
Bober MZ, Sibiryakov A SPARSE INTEGRAL IMAGE DESCRIPTORS WITH APPLICATION TO MOTION ANALYSIS
Bober MZ, Santamaria C Algorithm for line tracking using a circular sector search window
DOI: 7760914
Paschalakis S, Wnukowicz K, Bober M (2011)Low-Cost Hierarchical Video Segmentation for Consumer Electronics Applications, In: IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE 2011)pp. 79-80
Bober M, Kucharski K, Skarbek W (2003)Face recognition by Fisher and scatter linear discriminant analysis, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2756pp. 638-645
Ravi D, Bober M, Farinella GM, Guarnera M, Battiato S (2016)Semantic segmentation of images exploiting DCT based features and random forest, In: Pattern Recognition52pp. 260-273
DOI: 10.1016/j.patcog.2015.10.021
Badenas J, Bober M, Pla F (2001)Segmenting traffic scenes from grey level and motion information, In: PATTERN ANALYSIS AND APPLICATIONS4(1)pp. 28-38 SPRINGER-VERLAG
Bober M, Petrou M, Kittler J (1998)Nonlinear motion estimation using the supercoupling approach, In: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE20(5)pp. 550-555 IEEE COMPUTER SOC
DOI: 10.1109/34.682185
Paschalakis S, Bober M (2004)Real-time face detection and tracking for mobile videoconferencing, In: REAL-TIME IMAGING10(2)pp. 81-94 ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD
DOI: 10.1016/j.rti.2004.02.004
Bober MZ Method, apparatus, computer program, computer system and computer-readable storage for representing and searching for an object in an image
DOI: 7,574,049
Ghanbari S, Cieplinski L, Bober MZ (2003)Recovery of lost motion vectors for error concealment in video coding, In: Picture Coding Symposiumpp. 239-242
Mokhtarian F, Bober MZ (2003)Curvature Scale Space Representation: Theory, Applications, and MPEG-7 Standardization Springer Netherlands
Bober MZ, Brasnett P HIGH PERFORMANCE IMAGE IDENTIFICATION
Bober MZ, Preteux F, W-Y Kim (2002)Shape Descriptors, In: Manjunath BS, Salembier P, Sikora T (eds.), Introduction to MPEG-7 John Wiley & Sons Inc
Pla F, Bober M (1997)Estimating translation/deformation motion through phase correlation, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)1310pp. 653-660
DOI: 10.1007/3-540-63507-6_257
Paschalakis S, Lee P, Bober M (2003)An FPGA system for the high speed extraction, normalization and classification of moment descriptors, In: Cheung PYK, Constantinides GA, DeSousa JT (eds.), FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS, PROCEEDINGS2778pp. 543-552 SPRINGER-VERLAG BERLIN
Husain Syed Sameed, Bober Miroslaw (2019)REMAP: Multi-layer entropy-guided pooling of dense CNN features for image retrieval, In: IEEE Transactions on Image Processingpp. 1-1 Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TIP.2019.2917234
Ong E, Bober M (2016)Improved Hamming Distance Search using Variable Length Substrings, In: 2016 IEEE Conference on Computer Vision and Pattern Recognitionpp. 2000-2008
DOI: 10.1109/CVPR.2016.220
Husain Syed, Bober Miroslaw (2014)Robust and scalable aggregation of local features for ultra large-scale retrieval, In: Image Processing (ICIP), 2014 IEEE International Conference onpp. 2799-2803
DOI: 10.1109/ICIP.2014.7025566
Bober MZ, Szajnowski W Image Analysis and representation
Bober MZ, Sibiryakov A Dominant motion analysis
DOI: 7751591
Windridge D, Bober M (2014)A Kernel-Based Framework for Medical Big-Data Analytics, In: Holzinger A, Jurisica I (eds.), Interactive Knowledge Discovery and Data Mining in Biomedical Informatics8401pp. 197-208 Springer Berlin Heidelberg
DOI: 10.1007/978-3-662-43968-5_11
Bober MZ, Paschalakis S, Brasnett P Video Identification
Bober M (2001)MPEG-7: Evolution or revolution?, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2124pp. 1-?
Kittler J, Bober M (1996)Video coding for mobile communications - MPEG4 perspective, In: IEE Colloquium (Digest)(248)
Bober Miroslaw, Kittler Josef (1994)Estimation of complex multimodal motion - an approach based on robust statistics and hough transform, In: Image and vision computing12(10)pp. 661-668 Elsevier
DOI: 10.1016/0262-8856(94)90041-8
Kittler J, Matas J, Bober M, Nguyen L (1995)Image interpretation: exploiting multiple cues, In: IEE Conference Publication(410)pp. 1-5
Badenas J, Bober M, Pla F (1997)Motion and intensity-based segmentation and its application to traffice monitoring, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)1310pp. 502-509
DOI: 10.1007/3-540-63507-6_238
James Stuart (2016)Visual narratives : free-hand sketch for visual search and navigation of video.
Husain Syed S. (2016)Robust aggregation of local image descriptors for visual search.
Tirunagari Santosh (2017)Dynamic mode decomposition for computer vision and signal processing.
Spiteri Michaela (2017)Imaging biomarkers in paediatric brain resection MRI.
Avgerinakis Konstantinos (2015)Video processing and background subtraction for change detection and activity recognition.