2010

Zhu, M. (2010) Cross-modal semantic-associative labelling, indexing and retrieval of multimodal data. PhD thesis, University of Reading.

2009

Badii, A., Lallah, C., Zhu, M. and Crouch, M. (2009) The DREAM Framework: using a network of scalable ontologies for intelligent indexing and retrieval of visual content. In: BaezaYates, R., Berendt, B., Bertino, E., Lim, E. P. and Pasi, G. (eds.) 2009 IEEE/Wic/Acm International Joint Conferences on Web Intelligence. IEEE Computer Soc, Los Alamitos, pp. 551-554. ISBN 9781424453313

Badii, A., D., F. and Zhu, M. (2009) Integrative workflow-embedded support for process automation and management. In: European and Mediterranean conference on information systems 2009 (EMCIS2009), Izmir, Turkey .

Badii, A., Zhu, M., Lallah, C. and Crouch, M. (2009) Semantic-driven context-aware visual information indexing and retrieval: applied in the film post-production domain. In: Workshop on Computational Intelligence for Visual Intelligence (CIVI), Nashville, Tennessee, USA.

Badii, A., Lallah, C., Zhu, M. and Crouch, M. (2009) Semi-automatic knowledge extraction, representation and context-sensitive intelligent retrieval of video content using collateral context modelling with scalable ontological networks. Signal Processing-Image Communication, 24 (9). pp. 759-773. ISSN 0923-5965 doi: https://doi.org/10.1016/j.image.2009.05.003

2008

Zhu, M. (2008) Semantic-level Visual Content Descriptor combining visual and textual cues as collaterals. In: SSE Systems Engineering Conference 2008, 25-26 Sep 2008, The University of Reading. (Unpublished)

Badii, A., Lallah, C., Kolomiyets, O., Zhu, M. and Crouch, M. (2008) KAIFIA: Knowledge assisted intelligent framework for information access. Lecture Notes in Artificial Intelligence, 4999. pp. 226-236. ISSN 0302-9743 978-3-540-70873-5

Zhu, M. and Badii, A. (2008) Semantic-level visual content descriptor combining visual and textual cues as collaterals. In: University of Reading School of Systems Engineering Annual Research Conference (SSE Conf08), Reading, UK.

Badii, A., Lallah, C., Kolomiyets, O., Zhu, M. and Crouch, M. (2008) Semi-automatic annotation and retrieval of visual content using the topic map technology. In: Proceedings of the 1st Wseas International Conference on Visualization, Imaging and Simulation. Mathematics and Computers in Science and Engineering. World Scientific and Engineering Acad and Soc, Athens, pp. 77-82. ISBN 9789604740222

2007

Zhu, M. and Badii, A. (2007) Collaterally cued labelling framework underpinning semantic-level visual content descriptor. Lecture Notes in Computer Science, 4781. pp. 379-390. ISSN 0302-9743 978-3-540-76413-7 doi: https://doi.org/10.1007/978-3-540-76414-4

Zhu, M. and Badii, A. (2007) Multimodal semantic-associative collateral labelling and indexing of still images. In: 2007 International Workshop on Content-Based Multimedia Indexing, Proceedings. IEEE, New York, pp. 173-180. ISBN 9781424410101

Zhu, M. and Badii, A. (2007) Semantic-associative visual content labelling and retrieval: A multimodal approach. Signal Processing-Image Communication, 22 (6). pp. 569-582. ISSN 0923-5965 doi: https://doi.org/10.1016/j.image.2007.05.011

Badii, A., Kolomiyets, O., Lallah, C., Khan, A., Zhu, M. and Gardiner-Jones, B. (2007) State-of-the-art for entity-centric repository and authoring environment for multimedia. In: Lang, C., Li, X., Han, Z. and Gay, R. K. L. (eds.) Lecture Notes in Signal Science, Internet and Education. Electrical and Computer Engineering. World Scientific and Engineering Acad and Soc, Athens, pp. 226-232. ISBN 9789606766060