Computational health
- Using online search activity for earlier detection of gynaecological malignancy
Jennifer F. Barcroft, Elad Yom‑Tov2 Vasilieos Lampos, Laura Burney Ellis, David Guzman, Víctor Ponce‑López, Tom Bourne, Ingemar J. Cox and Srdjan Saso, BMC Public Health, 2024 - Neural network models for influenza forecasting with associated uncertainty using Web search activity trends,
Morris, M., Hayes, P., Cox, I. J., & Lampos, V. (2023). . PLoS Computational Biology, 19(8), e1011392. -
E Yom-Tov, V Lampos, T Inns, IJ Cox, M Edelstein – Scientific Reports, 2022
- Tracking COVID-19 using online search, V Lampos, MS Majumder, E Yom-Tov, M Edelstein, S Moura, Y Hamada, Molebogeng X Rangaka, Rachel A McKendry, Ingemar J Cox, Nature Digital Medicine 4 (1), 1-11, 2021
- What online searches tell us about public interest and potential impact on behaviour in response to Minimum Unit Pricing of alcohol in Scotland, Addiction, 2021
- Digital technologies in the public-health response to COVID-19, J Budd, BS Miller, EM Manning, V Lampos, M Zhuang, M Edelstein, Geraint Rees, Vincent C Emery, Molly M Stevens, Neil Keegan, Michael J Short, Deenan Pillay, Ed Manley, Ingemar J Cox, David Heymann, Anne M Johnson, Rachel A McKendry, Nature medicine 26 (8), 1183-1192, 2020.
- A Loss Function for Generative Neural Networks Based on Watson’s Perceptual Model, S Czolbe, O Krause, I Cox, C Igel, NeurIPS, 2020
- Share mobile and social-media data to curb COVID-19, RA McKendry, G Rees, IJ Cox, A Johnson, M Edelstein, A Eland, Molly M Stevens, David Heymann, Nature 580 (7801), 29, 2020.
- Transfer learning for unsupervised influenza-like illness models from online search data, B Zou, V Lampos, IJ Cox, The World Wide Web Conference, 2505-2516, 2019.
- Privacy-preserving crowd-sourcing of web searches with private data donor, V Primault, V Lampos, IJ Cox, E De Cristofaro, The World Wide Web Conference, 1487-1497, 2019.
- Relationship between media coverage and measles-mumps-rubella (MMR) vaccination uptake in Denmark: Retrospective study, ND Hansen, K Mølbak, IJ Cox, C Lioma, JMIR public health and surveillance 5 (1), e9544, 2019
- Changes in psycholinguistic attributes of social media users before, during, and after self-reported influenza symptoms, L Flekova, V Lampos, IJ Cox, Proceedings of the 2018 EMNLP Workshop SMM4H: The 3rd Social Media Mining for Health Applications Workshop & Shared Task, 2018
- Google search patterns monitoring the daily health impact of heatwaves in England: How do the findings compare to established syndromic surveillance systems from 2013 to 2017?, HK Green, O Edeghere, AJ Elliot, IJ Cox, R Morbey, R Pebody, A Bone, Rachel A McKendry, Gillian E Smith, Environmental research 166, 707-712, 2018
- The added value of online user-generated content in traditional methods for influenza surveillance, M Wagner, V Lampos, IJ Cox, R Pebody, Scientific reports 8 (1), 1-9, 2018
- Predicting antimicrobial drug consumption using web search data, N Dalum Hansen, K Mølbak, IJ Cox, C Lioma, Proceedings of the 2018 International Conference on Digital Health, 133-142, 2018
- Multi-task learning improves disease models from web search, B Zou, V Lampos, I Cox
Proceedings of the 2018 World Wide Web conference, 87-96, 2018
- What value can Google search data add to existing syndromic surveillance systems?, HK Green, O Edeghere, A Elliot, IJ Cox, R McKendry, G Smith, Online Journal of Public Health Informatics 10 (1), 2018
- Seasonal Web Search Query Selection for Influenza-Like Illness (ILI) Estimation, N Dalum Hansen, K Mølbak, IJ Cox, C Lioma, Proceedings of the 40th International ACM SIGIR, 2017
- A concept language model for ad-hoc retrieval, B Zou, V Lampos, S Liang, Z Ren, E Yilmaz, IJ Cox, Proceedings of the 26th International Conference on World Wide Web, 2017
- Time-series adaptive estimation of vaccination uptake using web search queries
N Dalum Hansen, K Mølbak, IJ Cox, C LiomaProceedings of the 26th International Conference on World Wide Web Companion, 773-774, 2017
- Enhancing feature selection using word embeddings: The case of flu surveillance, V Lampos, B Zou, IJ Cox, Proceedings of the 26th International Conference on World Wide Web, 695-704, 2017
- Second-order assortative mixing in social networks, S Zhou, IJ Cox, LK Hansen, International Workshop on Complex Networks, 3-15, 2017
- “Inferring the Socioeconomic Status of Social Media Users Based on Behaviour and Language“, Vasileios Lampos, Nikolaos Aletras, Jens K. Geyt, Bin Zou, and Ingemar J. Cox, European Conf. on Information retrieval (ECIR), 2016.
- “On Infectious Intestinal Disease Surveillance using Social Media Content“, Bin You, V. Lampos, R. Gorton and I.J. Cox, Proceedings of the 6th International Conference on Digital Health, 2016.
- “Assessing the Impact of a Health Intervention via User-generated
Internet Content“, Vasileios Lampos, Elad Yom-Tov, Richard Pebody and Ingemar J. Cox, Data Mining and Knowledge Discovery, Volume 29, Issue 5, Page 1434-1457, 2015. Supplemental information - “Estimating the secondary attack rate and serial interval of influenza-like illnesses using social media”, Elad Yom-Tov, Ingemar J. Cox, Vasileios Lampos and Andrew C. Hayward, Influenza and Other Respiratory Viruses, Volume 9, Issue 4, pages 191–199, July 2015
- “Optimizing Hybrid Spreading in Metapopulations”, Changwang Zhang, Shi Zhou, Joel C. Miller, Ingemar J. Cox & Benjamin M. Chain, Scientific Reports, 2015
- “Automatic Identification of Web-Based Risk Markers for Health Events”, E. Yom-Tov, D. Borsa, A. C Hayward, R. A. McKendry, I. J. Cox, J. Medical Internet Research, 2015
- “Detecting Disease Outbreaks in Mass Gatherings Using Internet Data“, E. Yom-Tov, D. Borsa, I. J. Cox, R. McKendry, J. Medical Internet Research, 2014
Information retrieval
- “Multi-Dueling Bandits and Their Application to Online Ranker Evaluation“, Brian Brost, Yevgeny Seldin, Ingemar J. Cox, Christina Lioma, 25th ACM International Conference on Information and Knowledge Management (CIKM 2016), 2016.
- “An Improved Multileaving Algorithm for Online Ranker Evaluation“, Brian Brost, Ingemar J. Cox, Yevgeny Seldin, Christina Lioma, SIGIR, 2016
- “Multi-Keyword Multi-Click Advertisement Option Contracts for Sponsored Search“, B. Chen, J. Wang, I. J. Cox, and M. S. Kankanhalli, ACM Transactions on Intelligent Systems and Technology, 2015
- “Estimating global statistics for unstructured P2P search in the presence of adversarial peers“, S. Richardson and I. J. Cox, SIGIR2014
- “Ranked Accuracy and Unstructured Distributed Search”, S. Richardson and I. J. Cox, ECIR 2013
- “Retrieval of Highly Dynamic Information in an Unstructured Peer-to-Peer Network”, A. Asthana and I. J. Cox, Workshop on Large-Scale Distributed Information Retrieval Systems, Feb 2013.
- “An Uncertainty-aware Query Selection Model for Evaluation of IR Systems”, M. Hosseini, I. J. Cox, N. Milic-Frayling, M. Shokouhi, E. Yilmaz, SIGIR 2012. pdf
- “PAC’nPost: A Framework for a Micro-Blogging Social Network in an Unstructured P2P Network”, H. Asthana and I. J. Cox, WWW 2012. pdf
- “On Aggregating Labels from Multiple Crowd Workers to Infer Relevance of Documents”, M. Hosseini, I. J. Cox, N. Milic-Frayling, G. Kazai, V. Vinay, ECIR 2012. pdf
- “Prioritizing Relevance Judgments to Improve the Construction of IR Test Collections”, M. Hosseini, I. J. Cox, N. Millic-Frayling, T. Sweeting and V. Vinay, CIKM 2011. pdf
- “Selecting a Subset of Queries for Acquisition of Further Relevance Judgements”,M. Hosseini, I. J. Cox, N. Millic-Frayling, V. Vinay and T. Sweeting,Int. Conf. on the Theory of Information Retrieval, 2011. pdf
- “On the Feasibility of Unstructured Peer-to-Peer Information Retrieval”,H. Asthana, R. Fu and I. J. Cox,Int. Conf. on the Theory of Information Retrieval, 2011. pdf
- Z. Zhu, M. Levene and I. J. Cox,”Ranking Classes of Search Engine Results”,International Conference on Knowledge Discovery and Information Retrieval, 2010. pdf
- “Improving query correctness using centralized probably approximately correct (PAC) search”,I.J. Cox, J. Zhu, R. Fu and L.K. Hansen, Proc. of 32nd European Conference on Information Retrieval (ECIR), 2010. pdf
- “Measuring the Variability in Effectiveness of a Retrieval System”,M. Hosseini, I. J. Cox, N. Milic-Frayling, V. Vinay, Information Retrieval Facility Conf. (IRFC), 70-83, 2010. pdf
- “Probably Approximately Correct Search”, I.J. Cox, R. Fu and L.K. Hansen,Proc. of the Int. Conf. on Theoretical Information Retrieval (ICTIR),
2009. pdf - Z. Zhu, M. Levene andI. J Cox,”Query classifcation using asymmetric learning”,2nd International Conference on Applications of Digital Information and Web Technologies, 518-524, 2009. pdf
- “Document-oriented pruning of the inverted index in information retrieval systems”,L. Zheng and I. J. Cox, Proc. of 2009 Int. Conf. on Advanced Information Networking and Applications Workshops, 697-702, 2009. pdf
- “Entropy-based static index pruning”,L. Zheng and I. J. Cox,
ECIR 2009, Proceedings of LNCS; Vol. 5478, Page 713-718, 2009. pdf - “Re-ranking documents based on query-independent document specificity”,FQAS 2009; Proceedings of LNAI; Vol. 5822, Page 201-214, 2009. pdf
- “Ranked List or Categorized Results in IR: 2 is better than 1”,Z. Zhu, I. J. Cox and M. Levene, NLDB 2008. pdf
- “The Relevance of Feedback for text Retrieval”,Vishwa Vinay, Ph.D. Thesis, 2006. pdf
- “Can constrained relevance feedback and display strategies help users retrieve items on mobile devices?”,V. Vinay, I. J. Cox, N. Milic-Frayling and K. Wood,Springer Journal of Information Retrieval, 9, 4, 435-453, 2006. pdf
- “On Ranking the Effectiveness of Searches”,V. Vinay, I. J. Cox, N. Milic-Frayling and K. Wood,Proceedings of the 29th annual international ACM SIGIR conference on Research and Development in Information Retrieval,SIGIR 2006. pdf
Relevance Feedback
- “Can constrained relevance feedback and display strategies help users retrieve items on mobile devices?”,V. Vinay, I. J. Cox, N. Milic-Frayling and K. Wood,Springer Journal of Information Retrieval, 9, 4, 435-453, 2006. pdf
- “Comparing Relevance Feedback algorithms for Web Search”V. Vinay, K. Wood, N. Milic-Frayling, I. J. Cox: : poster at WWW’05 , pdf
- “Evaluating Relevance Feedback Algorithms for Searching on Small Displays”,V. Vinay, I. J. Cox, N. Milic-Frayling, K. Wood, 27th European Conference on IR Research, ECIR 2005, Santiago de Compostela, Spain, March 21-23, 2005, Proceedings Series: Lecture Notes in Computer Science, Vol. 3408, Losada, David E.; Fernández-Luna, Juan M. (Eds.) 2005, XVII, 572 p. Also available online., Softcover ISBN: 3-540-25295-9, pdf
- “Evaluating Relevance Feedback and Display Strategies for Searching on Small Displays”,V. Vinay, I. J. Cox, N. Milic-Frayling, K. Wood, in Alberto Apostolico, Massimo Melucci (Eds.): String Processing and Information Retrieval, 11th International Conference, SPIRE 2004, Padova, Italy, October 5-8, 2004, Proceedings. Lecture Notes in Computer Science 3246 Springer 2004, ISBN 3-540-23210-9, pdf
Audio Fingerprinting
- “Audio Fingerprinting: Nearest neighbor search in high-dimensional binary space”,M. L. Miller, M. A. Rodriguez and I. J. Cox,IEEE Multimedia Signal Processing Workshop, 182 – 185, St. Thomas, 2002, pdf
Image Database Retrieval
- “The Bayesian Image Retrieval System, PicHunter: Theory, Implementation and Psychological Experiments,”I. J. Cox, M. L. Miller, T. P. Minka, T. V. Papathomas, P. N. Yianilos,IEEE Transctions on Image Processing, 9(1), pp. 20-37, (2000). ps, pdf
- “Psychophysical studies of the performance of an image database retrieval system”,T. V. Papathomasa, T. E. Conway, I. J. Cox, J. Ghosn, M. L. Miller, T. Minka, P. N. Yianilos,SPIE’98
- “An Optimized Interaction Strategy for Bayesian Relevance Feedback”,I. J. Cox, M. L. Miller, T. Minka, P. N. Yianilos,IEEE International Conference on Computer Vision and Pattern Recognition – CVPR ’98, Santa Barbara, CA, pp. 553-558, 1998. ps, zip
- ” Hidden Annotation in Content Based Image Retrieval,”Ingemar J. Cox, Matt L. Miller, Thomas V. Papathomas, Peter N. Yianilos and Joumana Ghosn,IEEE Workshop on Content-Based Access of Image and Video Libraries, 76-81, (June 1997), . Copyright (c) 1997 by IEEE, ps, zip,
- “Target Testing and the PicHunter Bayesian Multimedia Database Retrieval System,”I. J. Cox, M. L. Miller, S. M. Omohundro and P. N. Yianilos,Proc. of the 3rd Forum on Research and Technology Advances in Digital Libraries (ADL’96), 66-75, (1996). Copyright (c) 1996 by IEEE, ps, zip
- “PicHunter: Bayesian Relevance Feedback for Image Retrieval,”I. J. Cox, M. L. Miller, S. M. Omohundro and P. N. Yianilos,Proc. Int. Conf. on Pattern Recognition, Vienna, Austria, C:361-369, August 1996. Copyright (c) 1996 by IEEE, ps, zip,
Web
- “Equilibrium Bids in Sponsored Search Auctions: Theory and Evidence”,T. Borgers, I. J. Cox, V. Petricek, M. Pesendorfer,(to be published). pdf
- “Characterising Web Site Link Structure”,S. Zhou, I. J. Cox and V. Petricek,9th IEEE Symp. on Web Site Evolution, 2007. pdf
- “The Web Structure of E-Government – Developing a Methodology for Quantitative Evaluation”,V. Petricek, T. Escher, I. J. Cox and H. Margetts,WWW’06, 2006. pdf
- “Modeling the Author Bias between two online Computer Science Citation Databases”,V. Petricek, I. J. Cox, H. Han, I. G. Council, C. L. Giles,WWW’05, 2005. pdf
Watermarking
- Journal papers
-
-
-
- “Using Perceptual Models to Improve Fidelity and Provide Resistance to Valumetric Scaling for Quantization Index Modulation Watermarking”,
Q. Li and I. J. Cox, IEEE Transactions on Information Forensics and Security, 2, 2, 127-139, 2007. pdf - “Facilitating watermark insertion by preprocessing media”,
I. J. Cox and M. L. Miller,
EURASIP J. Applied Signal Processingf, 14, 2081-2092, 2004, pdf - Applying Informed Coding and Embedding to Design a Robust, High capacity Watermark”,
M. L. Miller, G. J. Doerr and I. J. Cox,
IEEE Trans. on Image Procesing, 13, 6, 792-807, June 2004 pdf - “The First 50 Years of Electronic Watermarking”,
I. J. Cox and M. L. Miller,
EURASIP J. of Applied Signal Processing, 2002, 2, 126-132, 2002, pdf - “Rotation, Scale, and Translation Resilient Public Watermarking for Images”,
C. Lin, M. Wu, Y. M. Lui, J. A. Bloom, M. L. Miller, I. J. Cox,
IEEE Transactions on Image Processing, 10, 5, 767-782, 2001, pdf - “Copy Protection for DVD Video”,
J. A. Bloom, I. J. Cox, T. Kalker, J-P Linnartz, M. L. Miller and B. Traw,
Proceedings of the IEEE, 87 (7), pp 1267-1276, 1999 pdf - “Watermarking as Communications with Side Information,”
I. J. Cox, M.L. Miller, A.L. McKellips,
Proceedings of the IEEE, 87(7), pp. 1127-1141, (1999). Copyright (c) 1999 by IEEE pdf , ps - “A Review of of Watermarking Principles and Practices,”
I. J. Cox, M.L. Miller, J. M. G. Linnartz, T. Kalker,
Digital Signal Processing for Multimedia Systems, K. K. Parhi, T. Nishitani (eds.), Marcell Dekker, Inc. NY, pp. 461-485, (1999).
Copyright (c) 1999 by IEEE pdf , ps - “Some General Methods for Tampering with Watermaking,”
I. J. Cox, J.P Linnartz,
IEEE Journal on Selected Areas of Communication, 16(4), pp.587-593, (1998).
Copyright (c) 1998 by IEEE pdf , ps - “Secure Spread Spectrum Watermarking for Multimedia”,
I. J. Cox, J. Kilian, T. Leighton and T. Shamoon,
IEEE Trans. on Image Processing, 6, 12, 1673-1687, (1997). Copyright (c) 1997 by IEEE, ps, zip
- “Using Perceptual Models to Improve Fidelity and Provide Resistance to Valumetric Scaling for Quantization Index Modulation Watermarking”,
-
-
- Conference papers
-
-
-
- An Energy-based Method for the Forensic Detection of Re-sampled Images”,
X. Feng, I. J. Cox and G. Doerr,
IEEE Inn. Conf. on Multimedia and Expo, (ICME) 2011. pdf - An Asymmetric Fingerprinting Scheme based on Tardos Codes”,
A. Charpentier, C. Fontaine, T. Furon, and I.J. Cox,
13th Information Hiding Conference, 2011. pdf - “Improved Spread Transform Dither Modulation using a Perceptual Model: Robustness to amplitude scaling and JPEG Compression”,
Q. Li and I. J. Cox,
IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2007. pdf - “Trellis Coded Modulation to Improve Dirty Paper Trellis Watermarking”
C. K. Wang, G. Doerr andI.J. Cox;
SPIE Conf. on Security, Steganography and Watermarking of Multimedia Contents IX 2007. pdf - “Watermarking is not Cryptography”
I.J. Cox, G. Doerr and T. Furon,
Int. Workshop on Digital Watermarking (IWDW) 2006. pdf - “Spread Transform Dither Modulation using a Perceptual Model”,
Q. Li, G. Doerr, and I. J. Cox,
IEEE International Workshop on Multimedia Signal Processing(MMSP), 2006. pdf - “Toward a Better Understanding of Dirty Paper Trellis Codes”,
C. K. Wang; G. Doerr and I.J. Cox;
IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2, 2006. pdf - “Rational dither modulation watermarking using a perceptual model”,
Q. Li and I. J. Cox,
IEEE International Workshop on Multimedia Signal Processing(MMSP), 2005. pdf - “An efficient algorithm for informed embedding of dirty-paper trellis codes for watermarking”,
L. Lin, I. J. Cox and G. Doerr,
IEEE Int. Conf. on Image Processing, 2005. pdf - “Using perceptual models to improve fidelity and provide invariance to valumetric scaling for quantization index modulation watermarking”,
Q. Li and I. J. Cox,
IEEE Int. Conf. on Acoustics, Speech, and Signal Processing(ICASSP), 2005, pdf - “Using perceptual distance to improve the selection of dirty paper trellis codes for watermarking”,
C. K. Wang and I. J. Cox,
IEEE Multimedia and Signal Processing Workshop (MMSP), 2004. pdf - “Dirty-Paper trellis codes for Watermarking”,
G. L. Miller, G. J. Doerr and I. J. Cox,
IEEE Int. Conf. on Image Processing, II-129 – II-132 vol.2, 2002, pdf - “Preprocessing media for later insertion of a watermark”,
M. L. Miller and I. J. Cox,
14th Int. conf. on Digital Signal Processing (DSP02), Santorini, Greece, 2002, pdf - “Watermarking: The First 50 years”,
I. J. Cox and M. L. Miller,
IEEE 2001 Int. Workshop on MultiMedia Signal Processing, 2001, pdf - “Informed Embedding: Exploiting Image and Detector Information During Watermark Insertion”,
M. L. Miller, I. J. Cox, J. A. Bloom,
IEEE International Conference on Image Processing – ICIP (2000).
Copyright (c) 2000 by IEEE pdf , ps - “Rotation, Scale, and Translation Resilient Public Watermarking for Images”,
C. Lin, M. Wu, J. A. Bloom, I. J. Cox, M. L. Miller, Y. M. Lui,
Proceedings of SPIE, volume 3971, Security and Watermarking of Multimedia Contents, 90-98, (2000). pdf - “Watermarking Applications and Their Properties”,
I. J. Cox, M. L. Miller, J. A. Bloom,
Proceedings of the International Conference on Information Technology: Coding and Computing – ITCC2000, pp. 6-10, (2000).
Copyright (c) 2000 by IEEE pdf , ps - “Watermarking in the Real world: An Application to DVD,”
M. L. Miller, I. J. Cox, J. A. Bloom,
in Multimedia and Security-Workshop at ACM Multimedia ’98 (GMD Report), vol.41, J.Dittmann, P. Wohlmacher, P. Horster, and R. Steinmetz (eds.) Bristol, U.K.: ACM, GMD – Forschungszentrum Informationsstechnik GmbH, 41, pp. 71-76, (1998).
Copyright (c) 1998 by IEEE pdf , zip - “Public watermarks and resistance to tampering”,
I. J. Cox and J-P Linnartz,
Proc. IEEE Int. Conf. on Image Processing, (1997), Copyright (c) 1997 by IEEE,ps, zip - “A review of watermarking and the importance of perceptual modeling”,
I. J. Cox and M. L. Miller,
Proc. SPIE Conf. on Human Vision and Electronic Imaging II, Vol 3016, 92-99, February 1987. ps, zip - “Secure Spread Spectrum Watermarking for Images, Audio and Video”,
I. J. Cox, J. Kilian, T. Leighton and T. Shamoon,
Proc. of 1996 Int’l. Conf. on Image Processing (ICIP’96), vol. III, pp. 243-246, (1996). Copyright (c) 1996 by IEEE, ps, zip - “A Secure, Robust Watermark for Multimedia”,
I. J. Cox, J. Kilian, T. Leighton and T. Shamoon,
Workshop on Information Hiding, Newton Institute, Univ. of Cambridge, May 1996. ps, zip
- An Energy-based Method for the Forensic Detection of Re-sampled Images”,
-
-
Steganography
-
-
- “A Comparative Study of +-1 Steganalyzers”,
G. Cancelli, G. Doerr, I. J. Cox and M. Barni, IEEE Int. Workshop. on Multimedia Signal Processing, IEEE Workshop on Multimedia Signal Processing, (MMSP), 2008. pdf - “Detection of +-1 LSB Steganography B ased on the Amplitude of Histogram Local Extrema”,
G. Cancelli, G. Doerr, I. J. Cox and M. Barni, IEEE Int. Conf. on Image Processing, (ICIP) 2008, pdf - “Steganalysis for LSB Matching in Images with High-frequency Noise”,
J. Zhang, I. J. Cox and G. Doerr,
IEEE Int. Workshop on Multimedia Signal Processing (MMSP), 2007. pdf - “JPEG Based Conditional Entropy Coding for Correlated Steganography”,
L. Zheng and I. J. Cox
IEEE Int. Conf. on Multimedia and Expo (ICME), 2007. pdf - “Information Transmission and Steganography”,
I. J. Cox, T. Kalker, G. Pakura and M. Scheel,
Int. Workshop on Digital Watermarking, (IWDW), Sept, 2005. pdf
- “A Comparative Study of +-1 Steganalyzers”,
-
Audio Fingerprinting
- Journal
-
-
-
- “Audio fingerprinting: nearest neighbor search in high dimensional binary spaces”,
M. L. Miller, M. A. Rodriguez and I. J. Cox,
J. of VLSI Signal Processing, Springer (to be published November 2005), pdf
- “Audio fingerprinting: nearest neighbor search in high dimensional binary spaces”,
-
-
- Conference
-
-
-
- “A Comparison of Extended Fingerprint Hashing and Locality Sensitive Hashing for Binary Audio Fingerprints”,
K. Moravec and I. J. Cox,
ACM International Conference on Multimedia Retrieval, April, 2011, pdf - “Audio Fingerprinting: Nearest neighbor search in high-dimensional binary space”,
M. L. Miller, M. A. Rodriguez and I. J. Cox,
IEEE Multimedia Signal Processing Workshop, 182 – 185, St. Thomas, 2002, pdf
- “A Comparison of Extended Fingerprint Hashing and Locality Sensitive Hashing for Binary Audio Fingerprints”,
-
-
Computer vision
Motion without structure
-
-
- “Motion Without Structure”,
S. Roy and I.J. Cox,
Proc. Int. Conf. on Pattern Recognition, Vienna, Austria, A:728-734, August 1996. Copyright (c) 1996 by IEEE (ICPR’96 Best Student Paper award.), zip - “Direct Estimation of Rotation from Two Frames via Epipolar Search,”
S. Roy and I.J. Cox,
Proceedings of the 6th International Conference on Computer Analysis of Images & Patterns – CAIP 95, Hlavac, V.; Sara, R. (eds), Springer-Verlag, Berlin, pp. 880-887, 1995, zip - “Statistical modelling of epipolar misalignment,”
I. J. Cox and S. Roy,
Int. Workshop on Stereoscopic and Three Dimensional Imaging, (IWS3DI’95), Santorini, greeece, 115-121, 1995, zip
- “Motion Without Structure”,
-
Motion correspondence
-
-
- “A Comparison Of Two Algorithms For Determining Ranked Assignments With Application to Multi-Target Tracking and Motion Correspondence,”
I. J. Cox, M. L. Miller, R. Danchick and G.E. Newnam,
IEEE Trans. on AES, vol. 33, no. 1, pp. 295-301, Jan. 1997. Copyright (c) 1997 by IEEE, zip - “An Efficient Implementation of Reid’s Multiple Hypothesis Tracking Algorithm and its Evaluation for the Purpose of Visual Tracking,”
I. J. Cox and S.L. Hingorani,
IEEE Trans. on PAMI, vol. 18, no. 2, pp. 138-150, Feb. 1996, zip - “Optimizing Murty’s Ranked Assignment Method ”
M. L. Miller, H. S. Stone and I. J. Cox,
IEEE Transactions on Aerospace & Electronic Systems, 33(3), pp. 851-862, 1997, zip - “On Finding Ranked Assignments With Applications to Multi-Target Tracking and Motion Correspondence,”
I. J. Cox and M. L. Miller,
IEEE Trans. AES, 32, 1, 486-489, (1995). Copyright (c) 1995 by IEEE, zip - “An Efficient Implementation of Reid’s Multiple Hypothesis Tracking Algorithm and its Evaluation for the Purpose of Visual Tracking,”
I. J. Cox and S. L. Hingorani,
International Conf. on Pattern Recognition, 437-443, (1994). Copyright (c) 1994 by IEEE, zip - “A Review of Statistical Data Association Techniques for Motion Correspondence,”
I.J. Cox,
Int. J. of Computer Vision, 10, 1, 53-66, (1993), pdf
- “A Comparison Of Two Algorithms For Determining Ranked Assignments With Application to Multi-Target Tracking and Motion Correspondence,”
-
Stereo
-
-
- “A Maximum-Flow Formulation of the N-camera Stereo Correspondence Problem”,
Sébastien Roy and Ingemar J. Cox,
Int. Conf. on Computer Vision (ICCV’98), Bombay, India, January 1998 Copyright (c) 1998 by IEEE, ps, zip, - ” Cylindrical Rectification to Minimize Epipolar Distortion,”
S. Roy, J. Meunier and I. J. Cox,
IEEE Proc. Computer Vision and Pattern REcognition, 393-399, (1997). Copyright (c) 1997 by IEEE, ps, zip, - “A Maximum Likelihood Stereo Algorithm,”
I. J. Cox, S. L. Hingorani, S. B. Rao and B. M. Maggs,
Computer Vision and Image Understanding, Vol. 63, no. 3, pp. 542-567, May 1996, zip - “A Maximum Likelihood N-Camera Stereo Algorithm,”
I. J. Cox,
Int. Conf. on Computer Vision and Pattern Recognition, 733-739, (1994). Copyright (c) 1994 by IEEE, zip - “Teleconferencing Eye Contact Using a Virtual Camera,”M. Ott, J. P. Lewis and I. J. Cox,
Interchi’93 Adjunct Proceedings, 109-110, Amsterdam, (1993), pdf - “Stereo without Disparity Gradient Smoothing: a Bayesian Sensor Fusion Solution,”
I. J. Cox,
British Machine Vision Conference, Leeds, 337-346 (1992). Reprint
- “A Maximum-Flow Formulation of the N-camera Stereo Correspondence Problem”,
-
Contour Grouping
-
-
- “A Bayesian Multiple Hypothesis Approach to Contour Segmentation,”
I. J. Cox, J. M. Rehg and S. L. Hingorani,
Int. J. of Computer Vision, 11, 1, 5-24, (1993), pdf - “A Bayesian Multiple Hypothesis Approach to Contour Grouping,”
I. J. Cox, J. M. Rehg and S. L. Hingorani,
2nd European Conf Computer Vision, 72-77, (1992).
- “A Bayesian Multiple Hypothesis Approach to Contour Segmentation,”
-
Face Recognition
-
-
- ” Feature-Based Face Recognition Using Mixture-Distance,”
I. J. Cox, J. Ghosn and P. N. Yianilos,
Proc. of 1996 IEEE Conf. on Computer Vision and Pattern Recognition (CVPR’96), pp. 209-216, June 1996, Copyright (c) 1996 by IEEE, zip
- ” Feature-Based Face Recognition Using Mixture-Distance,”
-
Mobile Robot Navigation
-
-
- “Underwater Sonar Data Fusion Using an Efficient Multiple Hypothesis Algorithm,”
J. J. Leonard, B. A. Moran and I. J. Cox,
IEEE Int. Conf. on Robotics and Automation, (1995). Copyright (c) 1995 by IEEE, zip - “Modeling a Dynamic Environment Using a Multiple Hypothesis Approach,”
I. J. Cox and J. J. Leonard,
A.I. Journal, 66, 2, 311-344, (1994), pdf. - “Dynamic Map Building for an Autonomous Mobile Robot,”
J. J. Leonard, H. Durrant-Whyte and I. J. Cox,
Int J. of Robotics Research, 11, 4, 286-298, (1992), Abstract, Reprint. - “Blanche: An Experiment in Guidance and Navigation for an Autonomous Robot Vehicle,”
I. J. Cox,
IEEE Trans. on Robotics and Automation, 7, 2, 193-204, (1991), Reprint.
- “Underwater Sonar Data Fusion Using an Efficient Multiple Hypothesis Algorithm,”
-
Image Processing
-
-
- “Dynamic Histogram Warping of Image Pairs for Constant Image Brightness,”
I. J. Cox, S. Roy and S. L. Hingorani,
IEEE Int. Conf. on Image Processing, (1995). Copyright (c) 1995 by IEEE, zip - I.J. Cox, S. Roy and S.L. Hingorani, “Dynamic Histogram Warping of Image Pairs for Constant Image Brightness,”
- “Dynamic Histogram Warping of Image Pairs for Constant Image Brightness,”
-
Miscellaneous
-
-
- ” ‘Ratio Regions’: A Technique for Image Segmentation,”
I. J. Cox, S. B. Rao, Y. Zhong,
Proc. Int. Conf. on Pattern Recognition, B:557-564, August 1996. Copyright (c) 1996 by IEEE, zip - N. Niranjan, I.J. Cox and S.L. Hingorani, “Recursive Tracking of Formants in Speech Signals,” International Conf. on Acoustics, Speech and Signal Processing (ICASSP), 1994.
- ” ‘Ratio Regions’: A Technique for Image Segmentation,”
-