Michael Lew
Professor Deep Learning
- Name
- Prof.dr. M.S.K. Lew
- Telephone
- +31 71 527 7034
- m.s.lew@liacs.leidenuniv.nl
- ORCID iD
- 0000-0003-4353-1840
Michael Lew is the co-head of the LIACS Computer Systems, Imagery and Media Research cluster, which is one of the two main research groups at the Computer Science department at Leiden University.
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I am the co-head of the LIACS Computer Systems, Imagery and Media Research cluster (30+ members), which is one of the two main research groups at the computer science department at Leiden University. In addition, as a member of the LIACS Scientific Council, I am responsible for steering the general direction of computer science research at Leiden University.
My research interests focus on the frontiers of deep learning and computer vision. In many situations there is no annotation for images and video in which case the only possibility is to analyze the pictorial content. How can we develop new deep learning architectures to understand imagery based on the pictorial content? How can we endow search engines, robots and computer automobile drivers with visual intellligence? By studying the computational mixture composed of humans, artificial intelligence, network modeling, probabilistic reasoning, neuroscience, and multi-modal analysis within the field of computer vision, we may be able to provide answers to the questions in our lifetimes.
Professor Deep Learning
- Science
- Leiden Inst of Advanced Computer Science
- Chen W., Liu Y., Wang W., Bakker E.M., Georgiou T.K., Fieguth P., Liu L. & Lew M.S.K. (2022), Deep image retrieval: a survey. arXiv. [working paper].
- Chen W., Liu Y., Pu N., Wang W., Liu L. & Lew M.S.K. (2022), Feature Estimations based Correlation Distillation for Incremental Image Retrieval, IEEE Transactions on Multimedia 24: 1844-1856.
- Pu N., Liu Y., Chen W., Bakker E.M. & Lew M.S.K. (2022), Meta reconciliation normalization for lifelong person re-identification, MM '22: Proceedings of the 30th ACM international conference on multimedia. the 30th ACM International Conference on Multimedia 10 October 2022 - 14 October 2022. New York, USA: Association for Computing Machinery. 541-549.
- Pu N., Chen W., Liu Y., Bakker E.M. & Lew M.S.K. (2021), Lifelong person re-identification via adaptive knowledge accumulation, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). CVPR 2021: IEEE Conference on Computer Vision and Pattern Recognition 19 June 2021 - 25 June 2021: IEEE. 7901-7910 .
- Chen W., Liu Y., Bakker E.M. & Lew M.S.K. (2021), Integrating information theory and adversarial learning for cross-modal retrieval, Pattern Recognition 117: 107983.
- Lew M.S.K. (2021), Editorial: web of science and scopus impact in IJMIR, International Journal of Multimedia Information Retrieval 10(3): 141.
- Georgiou T.K., Schmitt S., Bäck T.H.W., Chen W. & Lew M.S.K. (2021), Norm loss: an efficient yet effective regularization method for deep neural networks, 2020 25th International Conference on Pattern Recognition (ICPR). 25th International Conference on Pattern Recognition (ICPR2020) 10 January 2020 - 15 January 2020: IEEE. 8812-8818.
- Georgiou T.K., Schmitt S., Bäck T.H.W., Pu N., Chen W. & Lew M.S.K. (2021), Comparison of deep learning and hand crafted features for mining simulation data, 2020 25th International Conference on Pattern Recognition (ICPR). 25th International Conference on Pattern Recognition (ICPR2020) 10 January 2020 - 15 January 2020: IEEE. 1-8.
- Georgiou T., Liu Y., Chen W. & Lew M.S.K. (2020), A survey of traditional and deep learning-based feature descriptors for high dimensional data in computer vision, International Journal of Multimedia Information Retrieval 9: 135-170.
- Pu N., Chen W., Liu Y., Bakker E.M. & Lew M.S.K. (2020), Dual Gaussian-based variational subspace disentanglement for visible-infrared person re-identification. Atrey P.K. & Li Z. (Eds.), MM '20: proceedings of the 28th ACM international conference on multimedia. ACM Multimedia Conference 2020 12 October 2020 - 16 October 2020. New York, NY, U.S.A.: ACM. 2149-2158.
- Chen W., Liu Y., Wang W., Tuytelaars T., Bakker E.M. & Lew M.S.K. (2020), On the exploration of incremental learning for fine-grained image retrieval. The 31st British Machine Vision Virtual Conference. BMVC 2020 7 September 2020 - 10 September 2020. Durham, U.K.: BMVC.
- Chen W. Wang W. Liu L. Lew M.S.K. (2020), New ideas and trends in deep multimodal content understanding: a review, Neurocomputing 426: 195-215.
- Liu Y., Chen W., Liu L. & Lew M.S. (2019), SwapGAN: A Multistage Generative Approach for Person-to-Person Fashion Style Transfer, IEEE Transactions on Multimedia 21(9): 2209-2222.
- Chen W., Pu N., Liu Y., Bakker E.M. & Lew M.S.K. (2019), Domain Uncertainty Based On Information Theory for Cross-Modal Hash Retrieval, 2019 IEEE International Conference on Multimedia and Expo (ICME). IEEE International Conference on Multimedia and Expo (ICME) 8 July 2019 - 12 July 2019. Shanghai, China: IEEE. 43-48.
- Pu N., Georgiou T.K., Bakker E.M. & Lew M.S.K. (2019), Learning a Domain-Invariant Embedding for Unsupervised Person Re-identification, 2019 International Joint Conference on Neural Networks (IJCNN). 2019 International Joint Conference on Neural Networks (IJCNN) 14 July 2019 - 19 July 2019: IEEE. 1-8.
- Liu Y., Guo Y., Liu L., Bakker E.M. & Lew M.S.K. (2019), CycleMatch: A cycle-consistent embedding network for image-text matching, Pattern Recognition 93: 365-379.
- Ozaydin U., Georgiou T.K. & Lew M.S.K. (2019), A Comparison of CNN and Classic Features for Image Retrieval, 2019 International Conference on Content-Based Multimedia Indexing (CBMI). International Conference on Content-Based Multimedia Indexing 4 September 2019 - 6 September 2019: IEEE. 1-4.
- Georgiou T.K., Olhofer M., Schmitt S., Liu Y., Bäck T.H.W. & Lew M.S.K. (2018), Learning fluid flows, 2018 International Joint Conference on Neural Networks (IJCNN). 2018 International Joint Conference on Neural Networks IJCNN 9 July 2018 - 13 July 2018. Rio De Janeiro, Brazil: IEEE. 1-8.
- Guo Y., Liu Y., Lao S., Bakker E.M., Bai L. & Lew M.S.K. (2018), Bag of Surrogate Parts Feature for Visual Recognition, IEEE Transactions on Multimedia 20(6): 1525-1536.
- Liu Y., Liu L., Guo Y. & Lew M.S.K. (2018), Learning Visual and Textual Representations for Multimodal Matching and Classification, Pattern Recognition 84: 51-67.
- Guo Y., Liu Y., Georgiou T.K. & Lew M.S.K. (2018), A Review of Semantic Segmentation Using Deep Neural Networks, International Journal of Multimedia Information Retrieval 7(2): 87-93.
- Liu Y., Guo Y., Georgiou T.K. & Lew M.S.K. (2018), Fusion that matters: convolutional fusion networks for visual recognition, Multimedia Tools and Applications 77(22): 29407-29343.
- Lew M.S.K. (Ed.) (2018), ICMR 2017 special issue. International Journal of Multimedia Information Retrieval. London: Springer.
- Guo Y., Liu Y., Bakker E.M., Guo Y. & Lew M.S.K. (2018), CNN-RNN: A Large-scale Hierarchical Image Classification Framework, Multimedia Tools and Applications 77(8): 10251-10271.
- Liu Y., Guo Y., Chen W. & Lew M.S.K. (2018), An Extensive Study of Cycle-Consistent Generative Networks for Image-to-Image Translation, 24th International Conference on Pattern Recognition, ICPR 2018, Beijing, China, August 20-24, 2018.. 24th International Conference on Pattern Recognition (ICPR) 20 August 2018 - 24 August 2018: IEEE Computer Society. 219-224.
- Guo Y., Liu Y., Boer M.H.T. de, Liu L. & Lew M.S.K. (2018), A Dual Prediction Network for Image Captioning, 2018 IEEE International Conference on Multimedia and Expo (ICME) (2018). IEEE International Conference on Multimedia and Expo (ICME) 2018 23 July 2018 - 27 July 2018: IEEE. 1-6.
- Wu S., Oerlemans A., Bakker E.M. & Lew M.S.K. (2017), Deep binary codes for large scale image retrieval, Neurocomputing 257: 5-15.
- Lew M.S.K. (2017), ACM International Conference on Multimedia Retrieval (ICMR): current standing and impact, International Journal of Multimedia Information Retrieval 6(3): 189–191.
- Liu Y., Guo Y., Bakker E.M. & Lew M.S.K. (2017), Learning a Recurrent Residual Fusion Network for Multimodal Matching, 2017 IEEE International Conference on Computer Vision (ICCV) (2017). International Conference on Computer Vision 2017 22 October 2017 - 29 October 2017: IEEE Xplore. 4127-4136.
- Liu Y., Guo Y. & Lew M.S.K. (2017), On the Exploration of Convolutional Fusion Networks for Visual Recognition. Amsaleg L., Guðmundsson G. Þór, Gurrin C., Jónsson B. Þór & Satoh S. (Eds.), MultiMedia Modeling. the 23rd International Conference on Multimedia Modeling, MMM 2017 4 January 2017 - 6 January 2017 no. 10132: Springer International Publishing. 277-289.
- Liu Y., Guo Y. & Lew M.S.K. (2017), What Convnets Make for Image Captioning?. Amsaleg L., Guðmundsson G. Þór, Gurrin C., Jónsson B. Þór & Satoh S. (Eds.), MultiMedia Modeling. the 23rd International Conference on Multimedia Modeling, MMM 2017 4 January 2017 - 6 January 2017 no. 10132. cham: Springer International Publishing. 416-428.
- Liu Y. & Lew M.S.K. (2017), Improving the Discrimination between Foreground and Background for Semantic Segmentation, 2017 IEEE International Conference on Image Processing (ICIP). IEEE International Conference on Image Processing 2017 17 September 2017 - 20 September 2017: IEEE Xplore. 1272-1276.
- Wu S., Oerlemans A., Bakker E.M. & Lew M.S.K. (2017), A comprehensive evaluation of local detectors and descriptors, Signal Processing: Image Communication 59: 150-167.
- Wu S. & Lew M.S.K. (2016), Image Correspondences Matching Using Multiple Features Fusion. Hua G. & Jegou H. (Eds.), Computer Vision - ECCV 2016 Workshops. European Conference on Computer Vision (ECCV 2016) 8 October 2016 - 10 October 2016 no. LNCS 9913: Springer.
- Liu Y. & Lew M.S.K. (2016), Learning Relaxed Deep Supervision for Better Edge Detection, Proceedings 2016 IEEE Conference on Computer Vision and Pattern Recognition. IEEE Conference on Computer Vision and Pattern Recognition 26 June 2016 - 1 July 2016. Danvers: IEEE. 231-240.
- Guo Y., Oerlemans A., Lao S., Wu S. & Lew M.S.K. (2016), Deep learning for visual understanding, Neurocomputing 187: 27-48.
- Lew M.S.K. (2016), State of the journal, International Journal of Multimedia Information Retrieval 5(2): 71-72.
- Lew M.S.K. (2016), Special issue on visual information retrieval, International Journal of Multimedia Information Retrieval 5(1): 1-2.
- Lew M.S.K. (2016), Top multimedia information retrieval papers, International Journal of Multimedia Information Retrieval 5(3): 133-134.
- Wu S. & Lew M.S.K. (2016), Comparison of Information Loss Architectures in CNNs. Chen E., Yihong G. & Yun T. (Eds.), Advances in Multimedia Information Processing - PCM 2016. The Pacific-Rim Conference on Multimedia 15 September 2016 - 16 September 2016 no. 9917. Cham: Springer International Publishing. 346-354.
- Guo Y. & Lew M.S.K. (2016), Bag of Surrogate Parts: one inherent feature of deep CNNs. Wilson R.C., Hancock E.R. & Smith W.A.P. (Eds.), Proceedings of the British Machine Vision Conference 2016. 27th British Machine Vision Conference 19 September 2016 - 22 September 2016: BMVA. 96.1-96.12.
- Schomaker L., Weber A., Thijssen M., Heerlien M., Plaat A., Nijssen S.G.R., Verbeek F.J., Lew M.S.K., Gasso Micacle E., Wolstencroft K., Suyver E., Verheij B., Wiering M., Dekker M., Kok J., Roberts L. & Herik H.J. van den (2016), Making Sense of Illustrated Handwritten Archives, Digital Humanities 2016 Conference Abstracts. Digital Humanities 2016 11 July 2016 - 16 July 2016. Krakow: Jagiellonian University and Pedagogical University. 674-676.
- Lew M.S.K. (2015), Special issue on Video Retrieval, International Journal of Multimedia Information Retrieval 4(1): 1-2.
- Guo Y., Lao S., Liu Y., Bai L., Liu S. & Lew M.S.K. (2015), Convolutional Neural Networks Features: Principal Pyramidal Convolution. Ho Y.S., Sang J., Ro Y., Kim J. & Wu F. (Eds.), Advances in Multimedia Information Processing - PCM 2015. Advances in Multimedia Information Processing - PCM 2015 - 16th Pacific-Rim Conference on Multimedia 16 September 2015 - 18 September 2015 no. LNCS 9314. Cham: Springer. 245-253.
- Chang S.-F., Huang T.S., Lew M.S.K. & Thomee B. (2015), Special issue on Concept Detection with Big Data, International Journal of Multimedia Information Retrieval 4(2): 73-74.
- Liu Y., Guo Y., Wu S. & Lew M.S.K. (2015), DeepIndex for Accurate and Efficient Image Retrieval, Proceedings of the 5th ACM on International Conference on Multimedia Retrieval (ICMR 2015). ICMR'15 23 June 2015 - 26 June 2015. Shanghai, China: ACM. 43-50.
- Wu S. & Lew M.S. (2014), Salient features for visual word based image copy detection [poster], Proceedings ICMR 2014. .
- Wu S. & Lew M.S. (2014), RIFF: Retina-inspired Invariant Fast Feature Descriptor, Proceedings ACM Multimedia 2014. 1129-1132.
- Zhang Q., Zaaijer S., Wu S. & Lew M.S. (2014), 3D Image Browsing: The Planets [poster], Proceedings ICMR. 511.
- Guo Y., Bai L., Lao S., Wu S. & Lew MS. (2014), A Comparison between Artificial Neural Network and Cascade-Correlation Neural Network in Concept Classification, Proceedings Pacific RIM Conference on Multimedia 2014. 248-253.
- Lew M.S. & et al (Eds.) (2014), Special issue on ACM ICMR 2014 best papers in image retrieval. International Journal of Multimedia Information Retrieval no. 3(4): Springer.
- Lew M.S. & et al (Eds.) (2014), Special issue on Multimedia information retrieval: best papers and expanding frontiers. International Journal of Multimedia Information Retrieval no. 3(2): Springer.
- Wu S. & Lew M.S. (2013), Evaluation of salient point methods, Proceedings ACM International Conference on Multimedia. 685-688.
- Thomee B., Huiskes M.J., Bakker E.M. & Lew M.S. (2013), An evaluation of content-based duplicate image detection methods for web search, Proceedings IEEE International Conference on Multimedia and Expo. article 202.
- Lew M.S. (2013), Best papers in multimedia information retrieval, International Journal of Multimedia Information Retrieval 2(2): 71-72.
- Lew M.S. (2013), International ranking of the ACM Internationl Conference on Multi Media Retrieval (ICMR), International Journal of Multimedia Information Retrieval 2(4): 227-228.
- Thomee B., Bakker E.M. & Lew M.S. (2013), Visual concept detection in the MIRFLICKR/ImageCLEF benchmark, Computer vision and image understanding : CVIU 117(5): 451-452.
- Gast E., Oerlemans A. & Lew M.S. (2013), Very large scale nearest neighbor search: ideas, strategies and challenges, International Journal of Multimedia Information Retrieval 2(4): 229-241.
- Zhang Qi & Lew M.S. (2012), The Leiden Augmented Reality System (LARS), Proceedings Computer Vision (ECCV 2012). : Springer. 639-642.
- Li Zhenyang & Lew M.S. (2012), Cost-sensitive learning in social image tagging: review, new ideas and evaluation, International Journal of Multimedia Information Retrieval 1(4): 205-222.
- Thomee B. & Lew M.S. (2012), Interactive search in image retrieval: a survey, International Journal of Multimedia Information Retrieval 1(2): 71-86.
- Qiu Guoping, Lam Kin-Man, Kyia Hitoshi, Xue Xiangyang, Jay Kuo C.C. & Lew M.S. (2011), Advances in Multimedia Information Processing - PCM 2010 - 11th Pacific Rim Conference on Multimedia, part II. Heidelberg: Springer.
- Zhou Z. & Lew M.S. (2011), Evaluation of Automatic Tag Classification, Proceedings of Interactive Multimedia Systems. 12 pages.
- Tao R. & Lew M.S. (2011), Hypothesis based Sub-Image Retrieval, Proceedings of Interactive Multimedia Systems. 11 pages.
- Lew M.S. (2011), Intelligent Media Systems, Proceedings of Interactive Multimedia Systems. 2 pages.
- Oerlemans A.A.J. & Lew M.S. (2011), RetrievalLab: a programming tool for content based retrieval, Proceedings of the 1st International Conference on Multimedia Retrieval, ICMR 2011. : ACM. 2 pages.
- Qiu G., Lam K.M., Kiya H., Xue Xiangyang, Jay Kuo C.-C. & Lew M.S. (2010), Proceedings Advances in Multimedia Information Processing - PCM 2010 - 11th Pacific Rim Conference on Multimedia, Part I. Heidelberg Berlin: Springer.
- Kim H. & Lew M.S. (2010), Social webconsciousness, Proceedings of the 1st ACM international Workshop on Connected Multimedia. : ACM. 3-8.
- Thomee B., Bakker E.M. & Lew M.S. (2010), TOP-SURF: a visual words toolkit, Proceedings of the 18th ACM International Conference on Multimedia (MM'10). 1473-1476.
- Oerlemans A.A.J. & Lew M.S. (2010), Minimum explanation complexity for MOD based visual concept detection, Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, MIR 2010. : ACM. 567-576.
- Huiskes M.J., Thomee B. & Lew M.S. (2010), New trends and ideas in visual concept detection: the MIR flickr retrieval evaluation initiative, Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, MIR 2010. : ACM. 527-536.
- Thomee B. & Lew M.S. (2010), Beyond Google, Eureka magazine : 6-8.
- Oerlemans A.A.J., Lew M.S. & Bakker E.M. (2009), Visual Concept Detection using MOD Salient Points, Proceedings 21st Benelux Conference on Aritificial Intelligence. .
- Thomee B., Huiskes M.J., Bakker E.M. & Lew M.S. (2009), Large Scale Evaluation of Image Copy Detection Methods, Proceedings of the 15th annual conference of the Advanced School for Computing and Imaging. 15th annual conference of the Advanced School for Comkputing and Imaging paper 19.
- Oerlemans A.A.J., Zhang Q. & Lew M.S. (2009), Construction of Texture Features, Proceedings 6th IEEE International Symposium on Image and Signal Processing. .
- Kerhoff S. van, Lew M.S. & Kettley S. (2009), An exploration of a diversity of vision in digital art projects in relation to issues of engagement, Proceedings Fifth European Symposium on Gender and ICT (GICT 2009). .
- Thomee B., Huiskes M.J., Bakker E.M. & Lew M.S. (2009), An Exploration-Based Interface for Interactive Image Retrieval, Proceedings of the 6th IEEE International Symposium on Image and Signal Processing. 6th IEEE International Symposium on Image and Signal Processing 192-197.
- Thomee B., Huiskes M.J., Bakker E.M. & Lew M.S. (2009), Combining Visual Exploration and Searching for Interactive Texture Retrieval, Proceedings of the 21st Benelux Conference of Artificial Intelligence. 21st Benelux Conference of Artificial Intelligence paper 16.
- Thomee B., Huiskes M.J., Bakker E.M. & Lew M.S. (2009), Deep Exploration for Experiential Image Retrieval, Proceedings of the 17th International Conference on Multimedia. 17th International Conference on Multimedia 673-676.
- Huiskes M.J. & Lew M.S. (2009), Hierarchical Annotation for Large Image Collections, Theseus/ImageCLEF Workshop on Visual Information Retrieval Evaluation. .
- Huiskes M.J. & Lew M.S. (2008), Performance Evaluation of Relevance Feedback Methods, ACM International Conference on Image and Video Retrieval. . New York: ACM. 239-248.
- Thomee B., Huiskes M.J., Bakker E.M. & Lew M.S. (2008), Using an Artificial Imagination for Texture Retrieval, 19th International Conference on Pattern Recognition. .
- Thomee B., Huiskes M.J., Bakker E.M. & Lew M.S. (2008), Large Scale Image Copy Evaluation, ACM International Conference on Multimedia Information Retrieval. . New York: ACM. 59-66.
- Oerlemans A.A.J. & Lew M.S. (2008), Interest Points Based on Maximization of Distinctiveness, ACM International Conference on Multimedia Information Retrieval. . New York: ACM. 202-207.
- Huiskes M.J. & Lew M.S. (2008), The MIR Flickr Retrieval Evaluation, ACM International Conference on Multimedia Information Retrieval. . New York: ACM. 39-43.
- Thomee B., Huiskes M.J., Bakker E.M. & Lew M.S. (2008), Using an Artificial Imagination for Content-Based Image Retrieval, Fourteenth Annual Conference of the Advanced School for Computing and Imaging. 116-120.
- Thomee B., Huiskes M.J., Bakker E.M. & Lew M.S. (2008), Large scale image copy detection evaluation, Multimedia Information Retrieval 2008. 59-66.
- Sebe N., Tian Q., Lew M.S. & Huang T.S. (2008), Similarity Matching in Computer Vision and Multimedia, Computer vision and image understanding : CVIU 110(3): 309-311.
- Sebe N., Lew M.S., Sun Y., Cohen I., Gevers T. & Huang T.S. (2007), Authentic Facial Expression, Image and Vision Computing 25(2): 1856-1863.
- Yu F., Oerlemans A.A.J., Bakker E.M. & Lew M.S. (2007), Automatic Registration of Microtubule Images, Proc. of ASCI. 471-476.
- Thomee B. & Lew M.S. (2007), The Matrix: Integrating Audio, Visual and 3D Structure in a Real-Time Virtual World, Proc. of ASCI. 445-449.
- Thomee B. & Lew M.S. (2007), Relevance Feedback in Content-Based Image Retrieval: Promising Directions, Proc. of ASCI. 450-456.
- Thomee B., Huiskes M.J., Bakker E.M. & Lew M.S. (2007), An Artificial Imagination for Interactive Search, IEEE HCI, IEEE International Workshop, HCI 2007. : Springer. 19-28.
- Rijsdam J.T., Oerlemans A.A.J. & Lew M.S. (2007), A Flight Through Query Space, Proc. of ASCI. 422-425.
- Oerlemans A.A.J. & Lew M.S. (2007), Texture Classification: What can be done with 1 or 2 features?, ASCI. 405-413.
- Lew M.S. (2007), Visual Information Retrieval: Future Directions and Grand Challenges, 9th International Conference, VISUAL 2007. 1-4.
- Lew M.S., Bakker E.M., Sebe N. & Huang T.S. (2007), Human Computer Intelligent Interaction: A Survey, IEEE HCI, IEEE International Workshop, HCI 2007. : Springer. 1-5.
- Oerlemans A.A.J., Rijsdam J.T. & Lew M.S. (2007), Real-Time Object Tracking with Relevance Feedback, 6th ACM international conference on Image and video retrieval. : The Netherlands Pages. 101-104.
- Lew M.S., Sebe N., Huang T.S. & Bakker E.M. (2007), Computer Vision in Human Computer Interaction, IEEE HCI - LNCS, IEEE International Workshop, HCI 2007. : Springer.
- Thomee B., Huiskes M.J., Bakker E.M. & Lew M.S. (2007), Visual Information Retrieval Using Synthesized Imagery, Proceedings of the 6th ACM international conference on Image and video retrieval. 127-130.
- Lew M.S., Sebe N. & Huang T.S. (2007), The Age of Human Computer Interaction, Image and Vision Computing 25(12): 1833-1835.
- Ghafoor A., Zhang Z., Lew M.S. & Zhou Z. (2006), Introduction to machine learning approaches to multimedia information retrieval, ACM Multimedia Systems Journal 12(1): 1-2.
- Huang T., Sebe N., Lew M.S., Pavlovic V., Kolsch M., Galata A. & Kisacanin B. (2006), Computer Vision in Human-Computer Interaction. . Heidelberg: Springer.
- Lew M.S., Sebe N., Djeraba C. & Jain R. (2006), Content-based Multimedia Information Retrieval: State of the Art and Challenges, ACM Transactions on Multimedia Computing, Communications, and Applications. 1-19.
- Leow W., Lew M.S., Chua T. & Ma W. (2005), Introduction to Image and Video Retrieval, Proceedings of the International Conference on Image and Video Retrieva (CIVR 2005). Berlin: Springer-Verlag.
- Haas M. de, Oerlemans A.A.J. & Lew M.S. (2005), Relevance Feedback Methods In: Content Based Retrieval And Video Summarization, Proceedings of IEEE International Conference on Multimedia and Expo. 1038-1041.
- Oerlemans A.A.J., Lew M.S. & Bakker E. (2005), Detecting and Identifying Moving Objects in Real-Time, Proceedings of the Conference of the Advanced School for Computing and Imaging (ASCI). 358-365.
- Djeraba C., Sebe N. & Lew M.S. (2005), Systems and Architectures for Multimedia Information Retrieval, ACM Multimedia Systems Journal 10(6): 457-463.
- Sebe N., Lew M.S. & Huijsmans D.P. (1998), Towards optimal ranking metrics. In: , International Symposium on Computer Graphics, Image Processing and Vision, SIBGRAPI'98 379-386.
- Lew M.S. (1998), Challenges in Searching for Multimedia: MGEG7, Very Large Databases, and WWW Search. In: , Proc. of ASCI 98, June 9-11, 1998 13-14.
- Sebe N., Lew M.S. & Huijsmans D.P. (1998), Which ranking metric is optimal - with applications in image retrieval and stereo. In: , 14th International Conference on Pattern Recognition, ICPR'98 265-271.
- Sebe N., Lew M.S. & Huijsmans D.P. (1998), How to determine an optimal ranking metric. In: , ASCI'98, June, 1998, Lommel, Belgium.
- Sebe N. & Lew M.S. (1998), A Maximum Likelihood Investigation into Color Indexing. onbekend: LIACS.
- Lew M.S. (1998), Face Perception Using Information Theory. In: , Proc. of CISST 98, July 6-9, 1998 242-246.
- Sebe N., Lew M.S. & Huijsmans D.P. (1998), Towards optimal ranking metrics, Romanian Journal of Information Science and Technology 1(3): 267-285.
- Klink M. van & Lew M.S. (1998), Decimation of Visible Surfaces. In: , Proc. of ICPR 98, Aug. 17-20, 1998 409-411.