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Publications:  Dr Qianni Zhang

Zongyi X, Wei C, Yindi Z, Le D, Huiyu Z, Zhang Q(2020). Building High-fidelity Human Body Models from User-generated Data. IEEE Transactions on Multimedia
10.1109/TMM.2020.3001540
https://qmro.qmul.ac.uk/xmlui/handle/123456789/65179
Figueira G, Wang Y, Sun L, Zhou H, Zhang Q (2020). Adversarial-Based Domain Adaptation Networks for Unsupervised Tumour Detection in Histopathology. Proceedings - International Symposium on Biomedical Imaging. vol. 2020-April, 1284-1288.
10.1109/ISBI45749.2020.9098699
Li Y, Xu Z, Wang Y, Zhou H, Zhang Q (2020). SU-Net and DU-Net Fusion for Tumour Segmentation in Histopathology Images. Proceedings - International Symposium on Biomedical Imaging. vol. 2020-April, 461-465.
10.1109/ISBI45749.2020.9098678
Sun Y, Huang X, Molina EGL, Dong L, Zhang Q (2020). Signet Ring Cells Detection in Histology Images with Similarity Learning. Proceedings - International Symposium on Biomedical Imaging. vol. 2020-April, 490-494.
10.1109/ISBI45749.2020.9098547
Xie L, Tao J, Zhang Q, Zhou H(2019). CNN and KPCA-based automated feature extraction for real-time driving pattern recognition. IEEE Access vol. 7, 123765-123775.
10.1109/ACCESS.2019.2938768
https://qmro.qmul.ac.uk/xmlui/handle/123456789/60989
Xu Z, Sobhani F, Moro CF, Zhang Q (2019). US-net for robust and efficient nuclei instance segmentation. Proceedings - International Symposium on Biomedical Imaging. Conference: The IEEE International Symposium on Biomedical Imaging (ISBI) vol. 2019-April, 44-47.
10.1109/ISBI.2019.8759530
Feng N, Dong L, Zhang Q, Zhang N, Wu X, Chen J (2018). DNS: A multi-scale deconvolution semantic segmentation network for joint detection and segmentation. 2018 INTERNATIONAL JOINT CONFERENCE ON METALLURGICAL AND MATERIALS ENGINEERING (JCMME 2018). Conference: INTERNATIONAL JOINT CONFERENCE ON METALLURGICAL AND MATERIALS ENGINEERING (JCMME 2018) vol. 277,
10.1051/matecconf/201927702005
Xu Z, Fernádez Moro C, Kuznyecov D, Bozóky B, Dong L, Zhang Q (2018). Tissue region growing for hispathology image segmentation. ACM International Conference Proceeding Series. 86-92.
10.1145/3288200.3288213
Xu Z, Zhang Q (2018). Region Based User-Generated Human Body Scan Registration. Proceedings - IEEE International Conference on Multimedia and Expo. Conference: IEEE International Conference on Multimedia and Expo vol. 2018-July,
10.1109/ICME.2018.8486508
Sun Y, Xu Z, Strell C, Moro CF, Wärnberg F, Dong L, Zhang Q (2018). Detection of Breast Tumour Tissue Regions in Histopathological Images using Convolutional Neural Networks. IEEE 3rd International Conference on Image Processing, Applications and Systems, IPAS 2018. 98-103.
10.1109/IPAS.2018.8708869
Xu Z, Zhang Q (2018). Multi-scale context-Aware networks for quantitative assessment of colorectal liver metastases. 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018. vol. 2018-January, 369-372.
10.1109/BHI.2018.8333445
Dong L, He L, Mao M, Kong G, Wu X, Zhang Q, Cao X, Izquierdo E(2017). CUNet: A Compact Unsupervised Network for Image Classification. IEEE Transactions on Multimedia
10.1109/TMM.2017.2788205
https://qmro.qmul.ac.uk/xmlui/handle/123456789/40683
ZHANG Q(2017). ADORE: An Adaptive Holons Representation Framework for Human Pose Estimation. IEEE Transactions on Circuits and Systems for Video Technology
10.1109/TCSVT.2017.2707477
https://qmro.qmul.ac.uk/xmlui/handle/123456789/31249
Xu Z, Zhang Q, Cheng S(2017). Multilevel active registration for kinect human body scans: from low quality to high quality. Multimedia Systems1-14.
10.1007/s00530-017-0541-1
https://qmro.qmul.ac.uk/xmlui/handle/123456789/61229
Mohsin Jadoon M, Zhang Q, Ul Haq I, Jadoon A, Basit A, Butt S(2017). Classification of mammograms for breast cancer detection based on curvelet transform and multi-layer perceptron. Biomedical Research (India) vol. 28, (10) 4311-4315.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/61230
Jadoon MM, Zhang Q, Haq IU, Butt S, Jadoon A(2017). Three-Class Mammogram Classification Based on Descriptive CNN Features. BioMed Research International vol. 2017, 3640901-3640901.
10.1155/2017/3640901
https://qmro.qmul.ac.uk/xmlui/handle/123456789/23646
Xu Z, Liang Y, Zhang Q, Dong L, Izquierdo E (2017). Decomposition and matching: Towards efficient automatic Chinese character stroke extraction. VCIP 2016 - 30th Anniversary of Visual Communication and Image Processing.
10.1109/VCIP.2016.7805484
ZHANG Q(2016). Immunohistochemical Typing of Adenocarcinomas of the Pancreatobiliary System Improves Diagnosis and Prognostic Stratification. PLoS One
10.1371/journal.pone.0166067
https://qmro.qmul.ac.uk/xmlui/handle/123456789/61231
IZQUIERDO E, Sobhani F, Chandramouli K(2016). FORMAL REPRESENTATION OF EVENTS IN A SURVEILLANCE DOMAIN ONTOLOGY. ICI 2016
10.1109/ICIP.2016.7532490
https://qmro.qmul.ac.uk/xmlui/handle/123456789/15690
Dong L, Liang Y, Kong G, Zhang Q, Cao X, Izquierdo E(2016). Holons Visual Representation for Image Retrieval. IEEE Transactions on Multimedia vol. 18, (4) 714-725.
10.1109/TMM.2016.2530399
https://qmro.qmul.ac.uk/xmlui/handle/123456789/13515
Dong L, Feng N, Quan P, Kong G, Chen X, Zhang Q(2016). Optimal kernel choice for domain adaption learning. Engineering Applications of Artificial Intelligence vol. 51, 163-170.
10.1016/j.engappai.2016.01.022
https://qmro.qmul.ac.uk/xmlui/handle/123456789/13516
Dong L, Feng N, Zhang Q(2016). LSI: Latent semantic inference for natural image segmentation. Pattern Recognition vol. 59, 282-291.
10.1016/j.patcog.2016.03.005
https://qmro.qmul.ac.uk/xmlui/handle/123456789/13514
Shu X, Zhang Q, Shi J, Qi Y(2016). A comparative study on weighted central moment and its application in 2D shape retrieval. Information (Switzerland) vol. 7, (1)
10.3390/info7010010
ZHANG Q(2016). Holons Visual Representation for Image Retrieval. IEEE Transactions on Multimedia
10.1109/TMM.2016.2530399
Xu Z, Zhang Q (2016). Symmetry-aware human shape correspondence using skeleton. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 9516, 632-641.
10.1007/978-3-319-27671-7_53
https://qmro.qmul.ac.uk/xmlui/handle/123456789/13697
Dong L, He L, Zhang Q (2015). Discriminative light unsupervised learning network for image representation and classification. MM 2015 - Proceedings of the 2015 ACM Multimedia Conference. 1235-1238.
10.1145/2733373.2806325
Kordelas GA, Daras P, Klavdianos P, Izquierdo E, Zhang Q (2015). Accurate stereo 3D point cloud generation suitable for multi-view stereo reconstruction. 2014 IEEE Visual Communications and Image Processing Conference, VCIP 2014. 307-310.
10.1109/VCIP.2014.7051565
Sobhani F, Kahar NF, Zhang Q (2015). An ontology framework for automated visual surveillance system. Proceedings - International Workshop on Content-Based Multimedia Indexing. vol. 2015-July,
10.1109/CBMI.2015.7153628
Fernandez Arguedas V, Zhang Q, Izquierdo E(2014). Multimodal fusion in surveillance applications. Advances in Computer Vision and Pattern Recognition, vol. 64,
Wall J, Izquierdo E, Zhang Q (2013). Fuzzy ensembles for embedding adaptive behaviours in semi-autonomous avatars in 3D virtual worlds. 2013 18th International Conference on Digital Signal Processing, DSP 2013.
10.1109/ICDSP.2013.6622818
Liu Y, Lin X, Zhang Q, Izquierdo E(2013). Improved indoor scene geometry recognition from single image based on depth map. 2013 IEEE 11th IVMSP Workshop: 3D Image/Video Technologies and Applications, IVMSP 2013 - Proceedings
10.1109/IVMSPW.2013.6611938
Hao Z, Zhang Q, Sang N, Ezquierdo E (2013). Human action recognition by fast dense trajectories. MM 2013 - Proceedings of the 2013 ACM Multimedia Conference. 377-380.
10.1145/2502081.2508123
Klavdianos P, Zhang Q, Izquierdo E(2013). A concise survey for 3D reconstruction of building façades. International Workshop on Image Analysis for Multimedia Interactive Services
10.1109/WIAMIS.2013.6616170
Apostolakis KC, Alexiadis DS, Daras P, Monaghan D, O'Connor NE, Prestele B, Eisert P, Richard G et al. (2013). Blending real with virtual in 3DLife. International Workshop on Image Analysis for Multimedia Interactive Services.
10.1109/WIAMIS.2013.6616123
Zhang Q, Izquierdo E(2013). Multifeature analysis and semantic context learning for image classification. ACM Transactions on Multimedia Computing, Communications and Applications vol. 9, (2)
10.1145/2457450.2457454
Zhang Q, O'Connor NE, Izquierdo E (2013). 3DLife - Bringing the media internet to life. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 7858 LNCS, 339-341.
10.1007/978-3-642-38082-2_27
Piatrik T, Zhang Q, Sevillano X, Izquierdo E(2013). Predicting User Tags in Social Media Repositories Using Semantic Expansion and Visual Analysis. Social Media Retrieval, Editors: Ramzan, N, van Zwol, R, Lee, J-S, Clüver, K et al., Springer
Arguedas VF, Zhang Q, Chandramouli K, Izquierdo E(2013). Vision based semantic analysis of surveillance videos. Studies in Computational Intelligence vol. 418, 83-125.
10.1007/978-3-642-28977-4_3
Zhang Q, Izquierdo E(2012). Histology Image Retrieval in Optimised Multi-Feature Spaces. IEEE Journal of Biomedical and Health Informatics vol. 17, (1) 240-249.
10.1109/TITB.2012.2227270
https://qmro.qmul.ac.uk/xmlui/handle/123456789/13885
Sevillano X, Piatrik T, Chandramouli K, Zhang Q, Izquierdo E(2012). Indexing large online multimedia repositories using semantic expansion and visual analysis. IEEE Multimedia vol. 19, (3) 53-61.
10.1109/MMUL.2012.28
Essid S, Lin X, Gowing M, Kordelas G, Aksay A, Kelly P, Fillon T, Zhang Q et al.(2012). A multi-modal dance corpus for research into interaction between humans in virtual environments. Journal on Multimodal User Interfaces vol. 7, (1-2) 157-170.
10.1007/s12193-012-0109-5
Fernandez Arguedas V, Zhang Q, Izquierdo E (2012). Bayesian multimodal fusion in forensic applications. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 7585 LNCS, 466-475.
10.1007/978-3-642-33885-4_47
Sevillano X, Piatrik T, Chandramouli K, Zhang Q, Izquierdo E (2012). Geo-tagging online videos using semantic expansion and visual analysis. Image Analysis for Multimedia Interactive Services (WIAMIS), 2012 13th International Workshop on. Conference: WIAMIS 2012 (Dublin, Ireland) from: 23/05/2012 to: 25/05/2012,
10.1109/WIAMIS.2012.6226764
Zhang Q, Lin X, Papadopoulos C, Heckmann J-P, Lisagor O, Sartor V, Izquierdo E(2011). Semi-Automated Vision-Based Construction of Safety Models from Engineering Drawings. SAE International Journal of Aerospace vol. 4, (2) 893-899.
10.4271/2011-01-2566
Arguedas VF, Chandramouli K, Zhang Q, Izquierdo E (2011). Optimal combination of low-level features for surveillance object retrieval. SIGMAP 2011 - Proceedings of the International Conference on Signal Processing and Multimedia Applications. 187-192.
Gowing M, Kell P, O'Connor NE, Concolato C, Essid S, Lefeuvre J, Tournemenne R, Izquierdo E et al. (2011). Enhanced visualisation of dance performance from automatically synchronised multimodal recordings. Proceedings of the 19th ACM international conference on Multimedia. Conference: ACM MM 2011 (Scottsdale, Arizona) from: 28/11/2011 to: 01/12/2011, 667-670.
10.1145/2072298.2072414
Fernandez Arguedas V, Zhang Q, Chandramouli K, Izquierdo E (2011). Multi-feature fusion for surveillance video indexing. WIAMIS 2011: 12th International Workshop on Image Analysis for Multimedia Interactive Services, Delft, The Netherlands, April 13-15, 2011. Conference: WIAMIS 2011 (Deflt, Netherlands) from: 13/04/2011 to: 15/04/2011, 1-4.
Zhang Q, Izquierdo E(2011). Semantic Context Inference in Multimedia Search. The Future Internet: Future Internet Assembly 2011: Achievements and Technological Promises, Editors: Domingue, J, Galis, A, Gavras, A, Zahariadis, T et al., vol. 6656, Springer
Zhang Q, Lin X, Papadopoulos C, Heckmann JP, Lisagor O, Sartor V, Izquierdo E (2011). Semi-automated vision-based construction of safety models from engineering drawings. SAE Technical Papers. 893-899.
Zhang Q, Izquierdo E (2010). From mid-level to high-level: Semantic inference for multimedia retrieval. Semantic Media Adaptation and Personalization (SMAP 2010), Proceedings of the 5th International Workshop on. Editors: Tsapatsoulis, N, Theodosiou, Z, Georgiou, O, Conference: SMAP 2010 (Limassol, Cyprus) from: 09/12/2010 to: 10/12/2010, 70-75.
10.1109/SMAP.2010.5706853
Izquierdo E, Cai Y, Zhang Q (2010). SMVC 2010 chairs' welcome. SMVC'10 - Proceedings of the 2010 ACM Workshop on Surreal Media and Virtual Cloning, Co-located with ACM Multimedia 2010.
Izquierdo E, Cai Y, Zhang Q, García-Herranz M (2010). ACM workshop on surreal media and virtual cloning. Proceedings of the 18th International Conference on Multimedia (MM 2010). Editors: Del Bimbo, A, Chang, S-F, Smeulders, AWM, Conference: MM 2010 (Firenze, Italy) from: 25/10/2010 to: 29/10/2010, 1767-1768.
10.1145/1873951.1874361
Moussa MB, Kasap Z, Magnenat-Thalmann N, Chandramouli K, Haji Mirza SN, Zhang Q, Izquierdo E, Biperis I et al. (2010). Towards an expressive virtual tutor: an implementation of a virtual tutor based on an empirical study of non-verbal behaviour. Proceedings of the 2010 ACM workshop on Surreal Media and Virtual Cloning (SMVC 2010). Conference: SMVC 2010 (Firenze, Italy) from: 25/10/2010 to: 29/10/2010, 39-44.
10.1145/1878083.1878096
Izquierdo E, Ho ATS, Kim HJ, Zhang Q(2010). Special issue on Visual Information Engineering: Guest Editorial. Journal of Multimedia vol. 5, (2) 93-94.
10.4304/jmm.5.2.93-94
Izquierdo E, Piatrik T, Zhang Q (2010). 3DLife: Bringing the Media Internet to Life. Leveraging Applications of Formal Methods, Verification, and Validation: 4th International Symposium on Leveraging Applications, ISoLA 2010, Heraklion, Crete, Greece, October 18-21, 2010, Proceedings. Editors: Margaria, T, Steffen, B, Conference: ISoLA 2010 (Heraklion, Crete) from: 18/10/2010 to: 21/10/2010, vol. 6416, 13-14.
10.1007/978-3-642-16561-0_4
Zhang Q, Izquierdo E (2010). Demonstration for the 3DLife Framework. Towards a Service-Based Internet. Editors: DiNitto, E, Yahyapour, R, Conference: ServiceWave 2010 (Ghent, Belgium) from: 13/12/2010 to: 15/12/2010, vol. 6481, 205-206.
10.1007/978-3-642-17694-4_25
Wilkins P, Byrne D, Jones GJF, Lee H, Keenan G, McGuinness K, O Connor NE, O Hare N et al. (2008). K-Space at TRECVid 2008. TRECVID 2008 workshop participants notebook papers. Conference: TRECVid 2008 (Gaithersburg, Maryland) from: 11/2008 to: 11/2008, 1-10.
Zhang Q, Izquierdo E (2008). Bayesian Learning and Reasoning for Context Exploitation in Visual Information Retrieval. Visual Information Engineering (VIE 2008), 5th International Conference on. Conference: VIE 2008 (Xi’an, China) from: 29/07/2008 to: 01/08/2008, 170-175.
10.1049/cp:20080303
Zhang Q, Izquierdo E (2008). Describing Objects with Multiple Features for Visual Information Retrieval and Annotation. Image Analysis for Multimedia Interactive Services, 2008. WIAMIS ’08. Ninth International Workshop on. Conference: WIAMIS 2008 (Klagenfurt, Austria) from: 07/05/2008 to: 09/05/2008, 80-83.
10.1109/WIAMIS.2008.45
Zhang Q, Izquierdo E(2007). Combining Low-Level Features for Semantic Inference in Image Retrieval. Journal on Advances in Signal Processing - Accepted 2007 vol. 2007, (4)
10.1155/2007/61423
Zhang Q, Izquierdo E(2007). Adaptive Salient Block Based Image Retrieval in Multi-Feature Space. Signal Processing: Image Communication - Accepted 2007 vol. 22, (6) 591-603.
10.1016/j.image.2007.05.005
Izquierdo E, Zhang Q (2007). Adaptive Salient Block Based Image Retrieval in Multi-Feature Space. Conference: Proceedings of the International Workshop on Content-Based Multimedia Indexing 2007 (Bordeaux, France) from: 25/06/2007 to: 27/06/2007, 106-113.
10.1109/CBMI.2007.385399
Zhang Q, Izquierdo E (2007). Context inference in region-based image retrieval. SECOND INTERNATIONAL WORKSHOP ON SEMANTIC MEDIA ADAPTATION AND PERSONALIZATION, PROCEEDINGS. Editors: Mylonas, P, Wallace, M, Angelides, M, Conference: 2nd International Workshop on Semantic Media Adaptation and Personalization (SMAP 2007) (London, ENGLAND) from: 17/12/2007 to: 18/12/2007, 187-192.
10.1109/SMAP.2007.48
Zhang Q, Chandramouli K, Damnjanovic U, Piatrik T, Izquierdo E, Corvaglia M, Adami N, Leonardi R et al. (2007). The COST292 experimental framework for TRECVID 2007. Conference: Text Retrieval Conference TRECVid Workshop (Gaithersburg, Maryland) from: 05/11/2007 to: 06/11/2007,
Zhang Q, Izquierdo E (2006). Optimizing metrics combining low-level visual descriptors for image annotation and retrieval. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. vol. 2,
10.1109/icassp.2006.1660365
Calic J, Kraemer P, Naci SU, Vrochidis S, Aksoy S, Zhang Q, Benois-Pineau J, Saracoglu A et al. (2006). COST292 experimental framework for TRECVID 2006. TRECVID 2006 workshop participants notebook papers. Conference: TRECVid 2006 (Gaithersburg,Maryland) from: 13/11/2006 to: 14/11/2006,
Zhang Q, Izquierdo E (2006). A Bayesian Network Approach to Multi-Feature Based Image Retrieval. Conference: Proceedings of the International Conference on Semantics and Digital Media Technology 2006 (Athens, Greece) from: 06/12/2006 to: 08/12/2006,
10.1007/11930334_11
Zhang Q, Izquierdo E (2006). A Multi-feature Optimization Approach to Object-based Image Classification. Conference: 5th Proceedings of International Conference on Image and Video Retrieval (Tempe , USA) from: 13/07/2006 to: 15/07/2006, 310-319.
10.1007/11788034_32
Calic J, Campbell NW, Kraemer P, Zhang Q, Izquierdo E, Benois-Pineau J, Vrochidis S, Doulaverakis C et al. (2006). COST292 experimental framework for TRECVID 2006. Conference: TRECVID Workshop 2006 (Gaithersburg, Maryland) from: 13/11/2006 to: 14/11/2006,
Zhang Q, Izquierdo E (2006). Optimizing Metrics Combining Low-level Visual Descriptors for Image Annotation and Retrieval. Conference: IEEE International Conference on Acoustics, Speech and Signal Processing 2006 (Toulouse, France) from: 14/05/2006 to: 19/05/2006, vol. 2,
Zhang Q, Djordjevic D, Izquierdo E (2005). Fusion of Semantic and Visual Information for Automatic Indexing and Annotation of Key Frame Images. Conference: IEE Proceedings of the 2nd European Workshop on the Integration of Knowledge, Semantics and Digital Media Technologies (EWIMT 05) (London, UK) from: 30/11/2005 to: 01/12/2005, 293-299.
10.1049/ic.2005.0746
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