Dr Qianni Zhang

Qianni Zhang

Senior Lecturer

School of Electronic Engineering and Computer Science
Queen Mary University of London
ORCID Google Scholar

Research

Machine learning and computer vision, Medical image computing, Image and video analysis, Virtual reality

Publications

solid heart iconPublications of specific relevance to the Centre for Multimodal AI

2024

bullet iconBransby KM, Bajaj R, Ramasamy A, Çap M, Yap N, Slabaugh G, Bourantas C and Zhang Q (2024). POLYCORE: Polygon-based contour refinement for improved Intravascular Ultrasound Segmentation. Computers in Biology and Medicine, Elsevier vol. 182, 109162-109162.  
20-09-2024
bullet iconHuang X, Huang J, Zhao K, Zhang T, Li Z, Yue C, Chen W, Wang R, Chen X, Zhang Q, Fu Y, Wang Y and Guo Y (2024). SASAN: Spectrum-Axial Spatial Approach Networks for Medical Image Segmentation. IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers (IEEE) vol. 43 (8), 3044-3056.  
01-08-2024
bullet iconAhmed H, Zhang Q, Donnan R and Alomainy A (2024). Transformer enhanced autoencoder rendering cleaning of noisy optical coherence tomography images. Journal of Medical Imaging, SPIE, the international society for optics and photonics vol. 11 (3), 034008-034008.  
30-04-2024
bullet iconAhmed H, Zhang Q, Donnan R and Alomainy A (2024). Denoising of Optical Coherence Tomography Images in Ophthalmology Using Deep Learning: A Systematic Review. Journal of Imaging, MDPI vol. 10 (4) 
01-04-2024
bullet iconXu Z, Huang X, Yuan B, Wang Y, Zhang Q, Li W and Gao X (2024). Retrieval-and-alignment based large-scale indoor point cloud semantic segmentation. Science China Information Sciences, Springer Nature vol. 67 (4) 
25-03-2024
bullet iconXu Z, Jiang X, Gao X, Gao R, Gu C, Zhang Q and Li W (2024). IGReg: Image-Geometry-Assisted Point Cloud Registration via Selective Correlation Fusion. IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers (IEEE) vol. 26, 7475-7489.  
22-02-2024
bullet iconHe Y, Miquel ME and Zhang Q (2024). SANGRE: a Shallow Attention Network Guided by Resolution Expansion for MR Image Segmentation. Medical Image Computing and Computer Assisted Intervention – MICCAI 2024  562-571.  
01-01-2024
bullet iconLi Y, Wang L, Huang X, Wang Y, Dong L, Ge R, Zhou H, Ye J and Zhang Q (2024). Sketch-Supervised Histopathology Tumour Segmentation: Dual CNN-Transformer With Global Normalised CAM. IEEE Journal of Biomedical and Health Informatics, Institute of Electrical and Electronics Engineers (IEEE) vol. 28 (1), 66-77.  
01-01-2024

2023

bullet iconAhmed H, Zhang Q, Wong F, Donnan R and Alomainy A (2023). Lesion Detection in Optical Coherence Tomography with Transformer-Enhanced Detector. Journal of Imaging, MDPI vol. 9 (11) 
07-11-2023
bullet iconHuang X, Bajaj R, Cui W, Hendricks MJ, Wang Y, Yap NAL, Ramasamy A, Maung S, Cap M, Zhou H, Torii R, Dijkstra J, Bourantas CV and Zhang Q (2023). CARDIAN: a novel computational approach for real-time end-diastolic frame detection in intravascular ultrasound using bidirectional attention networks. Frontiers in Cardiovascular Medicine, Frontiers Media vol. 10, 1250800-1250800.  
06-10-2023
bullet iconXu Z, Yuan B, Zhao S, Zhang Q and Gao X (2023). Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation. 2023 IEEE/CVF International Conference on Computer Vision (ICCV)
06-10-2023
bullet iconBajaj R, Huang X, Alves-Kotzev N, Weyers J, Levine M, Garg M, Maung S, Bransby K, Torii R, Krams R, Garcia-Garcia HM, Raber L, Mathur A, Baumbach A, Zhang Q, Courtney B and Bourantas C (2023). TCT-613 Comparison of Histology-Trained Deep Learning Approach With Human Expert Analysts for Automated Plaque Component Classification in Hybrid Intravascular Ultrasound-Optical Coherence Tomography Images. Journal of the American College of Cardiology, Elsevier vol. 82 (17), b246-b247.  
01-10-2023
bullet iconLin J, Huang X, Zhou H, Wang Y and Zhang Q (2023). Stimulus-guided adaptive transformer network for retinal blood vessel segmentation in fundus images. Medical Image Analysis, Elsevier vol. 89 
09-08-2023
bullet iconHuang X, Bajaj R, Li Y, Ye X, Lin J, Pugliese F, Ramasamy A, Gu Y, Wang Y, Torii R, Dijkstra J, Zhou H, Bourantas CV and Zhang Q (2023). POST-IVUS: A perceptual organisation-aware selective transformer framework for intravascular ultrasound segmentation. Medical Image Analysis, Elsevier vol. 89 
05-08-2023
bullet iconMolina EGL, Huang X and Zhang Q (2023). Disagreement attention: Let us agree to disagree on computed tomography segmentation. Biomedical Signal Processing and Control, Elsevier vol. 84 
01-07-2023
bullet iconSun Y, Dai D, Zhang Q, Wang Y, Xu S and Lian C (2023). MSCA-Net: Multi-scale contextual attention network for skin lesion segmentation. Pattern Recognition, Elsevier vol. 139 
01-07-2023
bullet iconKrams R, Chamorro L, Komo Z, Bashir A, Torii R, Bourantas C, Zhang Q, Mathur A, Baumbach A, Pedrigi R and de Silva R (2023). BS14 A fully automated vulnerable plaque classifier for oct using co-registered histological images and transfer learning learning. Basic Science
01-06-2023
bullet iconBransby KM, Tufaro V, Çap M, Slabaugh G, Bourantas C and Zhang Q (2023). 3D Coronary Vessel Reconstruction from Bi-Plane Angiography Using Graph Convolutional Networks. 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)
21-04-2023
bullet iconShao J, Huang X, Gao T, Cao J, Wang Y, Zhang Q, Lou L and Ye J (2023). Deep learning-based image analysis of eyelid morphology in thyroid-associated ophthalmopathy. Quantitative Imaging in Medicine and Surgery, AME Publishing Company 
01-03-2023
bullet iconLou L, Huang X, Sun Y, Cao J, Wang Y, Zhang Q, Tang X and Ye J (2023). Automated photographic analysis of inferior oblique overaction based on deep learning. Quantitative Imaging in Medicine and Surgery, AME Publishing Company 
01-01-2023
bullet iconBransby KM, Slabaugh G, Bourantas C and Zhang Q (2023). Joint Dense-Point Representation for Contour-Aware Graph Segmentation. Medical Image Computing and Computer Assisted Intervention – MICCAI 2023  519-528.  
01-01-2023

2022

bullet iconAhmed H, Zhang Q, Donnan R and Alomainy A (2022). Attention Based Speckle Reduction for Optical Coherence Tomography in Ophthalmology and Dentistry. 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)
07-11-2022
bullet iconBajaj R, Huang X, Alves N, Weyers J, Levine M, Garg M, Maung S, Bransby K, Torii R, Krams R, Garcia-Garcia H, Mathur A, Baumbach A, Zhang Q, Courtney B and Bourantas C (2022). TCT-254 Histology-Trained Deep Learning Methodology for Automated Coronary Plaque Component Classification in Combined Intravascular Ultrasound-Optical Coherence Tomography Images. Journal of the American College of Cardiology, Elsevier vol. 80 (12) 
01-09-2022
bullet iconAhmed HT, Zhang Q, Donnan R and Alomainy A (2022). Framework of Unsupervised based Denoising for Optical Coherence Tomography. 2022 7th International Conference on Biomedical Signal and Image Processing (ICBIP)
19-08-2022
bullet iconZhao A, Li J, Dong J, Qi L, Zhang Q, Li N, Wang X and Zhou H (2022). Multimodal Gait Recognition for Neurodegenerative Diseases. IEEE Transactions on Cybernetics, Institute of Electrical and Electronics Engineers (IEEE) vol. 52 (9), 9439-9453.  
18-08-2022
bullet iconJin K, Huang X, Zhou J, Li Y, Yan Y, Sun Y, Zhang Q, Wang Y and Ye J (2022). FIVES: A Fundus Image Dataset for Artificial Intelligence based Vessel Segmentation. Scientific Data, Springer Nature vol. 9 (1) 
04-08-2022
bullet iconLou L, Sun Y, Huang X, Jin K, Tang X, Xu Z, Zhang Q, Wang Y and Ye J (2022). Automated Measurement of Ocular Movements Using Deep Learning-Based Image Analysis. Current Eye Research, Taylor & Francis vol. 47 (9), 1346-1353.  
27-07-2022
bullet iconLiu Z, Tong L, Chen L, Jiang Z, Zhou F, Zhang Q, Zhang X, Jin Y and Zhou H (2022). Deep learning based brain tumor segmentation: a survey. Complex & Intelligent Systems, Springer Nature vol. 9 (1), 1001-1026.  
09-07-2022
bullet iconAhmed H, Zhang Q, Donnan R and Alomainy A (2022). Unsupervised Region-Based Denoising for Optical Coherence Tomography Framework. 2022 7th International Conference on Computational Intelligence and Applications (ICCIA)
26-06-2022
bullet iconLatacz E, Höppener D, Bohlok A, Leduc S, Tabariès S, Fernández Moro C, Lugassy C, Nyström H, Bozóky B, Floris G, Geyer N, Brodt P, Llado L, Van Mileghem L, De Schepper M, Majeed AW, Lazaris A, Dirix P, Zhang Q, Petrillo SK, et al. (2022). Histopathological growth patterns of liver metastasis: updated consensus guidelines for pattern scoring, perspectives and recent mechanistic insights. British Journal of Cancer, Springer Nature vol. 127 (6), 988-1013.  
01-06-2022
bullet iconBayliss W, Murn L, Izquierdo E, Zhang Q and Mrak M (2022). Complexity Reduction of Learned In-Loop Filtering in Video Coding. 2022 IEEE International Symposium on Circuits and Systems (ISCAS)
01-06-2022
bullet iconSun Y, Huang X, Zhang Q, Lee SY, Wang Y, Jin K, Lou L and Ye J (2022). A Fully Automatic Postoperative Appearance Prediction System for Blepharoptosis Surgery with Image-based Deep Learning. Ophthalmology Science, Elsevier vol. 2 (3) 
18-05-2022
bullet iconLi Y, Zeng G, Zhang Y, Wang J, Jin Q, Sun L, Zhang Q, Lian Q, Qian G, Xia N, Peng R, Tang K, Wang S and Wang Y (2022). AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy. IEEE Journal of Biomedical and Health Informatics, Institute of Electrical and Electronics Engineers (IEEE) vol. 26 (4), 1684-1695.  
01-04-2022
bullet iconLi S, Xu Y, Zheng L, Pang H, Zhang Q, Lou L and Huang X (2022). Sex Difference in Global Burden of Major Depressive Disorder: Findings From the Global Burden of Disease Study 2019. Frontiers in Psychiatry, Frontiers vol. 13 
21-02-2022
bullet iconTong L, Liu Z, Jiang Z, Zhou F, Chen L, Lyu J, Zhang X, Zhang Q, Sadka A, Wang Y, Li L and Zhou H (2022). Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter. IEEE Transactions on Affective Computing, Institute of Electrical and Electronics Engineers (IEEE) vol. 14 (3), 1898-1911.  
25-01-2022
bullet iconLi Y, Wang Y, Zhou H, Wang H, Jia G and Zhang Q (2022). DU-Net Based Unsupervised Contrastive Learning for Cancer Segmentation in Histology Images. Intelligent Robotics and Applications  201-210.  
01-01-2022
bullet iconCui W, Wang Y, Zhang Q, Zhou H, Song D, Zuo X, Jia G and Zeng L (2022). CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography Images. Intelligent Robotics and Applications  191-200.  
01-01-2022
bullet iconCui W, Wang Y, Li Y, Song D, Zuo X, Wang J, Zhang Y, Zhou H, Chong BS, Zeng L and Zhang Q (2022). CTooth+: A Large-Scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation. Data Augmentation, Labelling, and Imperfections  64-73.  
01-01-2022
bullet iconLi Y, Wang Y, Dong L, Ye J, Wang L, Ge R, Zhou H and Zhang Q (2022). Light Annotation Fine Segmentation: Histology Image Segmentation Based on VGG Fusion with Global Normalisation CAM. Computational Mathematics Modeling in Cancer Analysis  121-130.  
01-01-2022
bullet iconBajaj R, Huang X, Alves N, Weyers J, Levine M, Garg M, Maung S, Bransby K, Torii R, Krams R, Garcia-Garcia H, Mathur A, Baumbach A, Zhang Q, Courtney B and Bourantas C (2022). Histology- Trained Deep Learning Methodology for Automated Coronary Plaque Component Classification in Combined Intravascular Ultrasound-Optical Coherence Tomography Images. 
01-01-2022

2021

bullet iconErdogan E, Huang X, Cooper J, Jain A, Ramasamy A, Bajaj R, Torii R, Moon J, Deaner A, Costa C, Garcia-Garcia HM, Tufaro V, Serruys P, Pugliese F, Mathur A, Dijkstra J, Baumbach A, Zhang Q and Bourantas C (2021). TCT-426 Electrocardiographically Gated Intravascular Image Segmentation Enables More Reproducible Volumetric Analysis of Atheroma Burden. 
01-11-2021
bullet iconAlharbi A, Wang Y and Zhang Q (2021). Trans-Attention Multiple Instance Learning for Cancer Tissue Classification in Digital Histopathology Images. Proceedings of the 6th International Conference on Biomedical Signal and Image Processing
20-08-2021
bullet iconErdogan E, Huang X, Cooper J, Jain A, Ramasamy A, Bajaj R, Torii R, Moon J, Deaner A, Costa C, Garcia‐Garcia HM, Tufaro V, Serruys PW, Pugliese F, Mathur A, Dijkstra J, Baumbach A, Zhang Q and Bourantas CV (2021). End‐diastolic segmentation of intravascular ultrasound images enables more reproducible volumetric analysis of atheroma burden. Catheterization and Cardiovascular Interventions, Wiley vol. 99 (3), 706-713.  
17-08-2021
bullet iconShah PK, Zhang Q and Chong BS (2021). Get Smart – technological innovations in endodontics part 2: case-difficulty assessment and future perspectives. Dental Update, Mark Allen Group vol. 48 (7), 556-562.  
02-07-2021
bullet iconLiu Z, Tong L, Chen L, Zhou F, Jiang Z, Zhang Q, Wang Y, Shan C, Li L and Zhou H (2021). CANet: Context Aware Network for Brain Glioma Segmentation. IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers (IEEE) vol. 40 (7), 1763-1777.  
30-06-2021
bullet iconSun Y, Huang X, Zhou H and Zhang Q (2021). SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images. Medical Image Analysis, Elsevier vol. 72 
21-06-2021
bullet iconBajaj R, Huang X, Kilic Y, Ramasamy A, Jain A, Ozkor M, Tufaro V, Safi H, Erdogan E, Serruys PW, Moon J, Pugliese F, Mathur A, Torii R, Baumbach A, Dijkstra J, Zhang Q and Bourantas CV (2021). Advanced deep learning methodology for accurate, real-time segmentation of high-resolution intravascular ultrasound images. International Journal of Cardiology, Elsevier vol. 339, 185-191.  
18-06-2021
bullet iconShah PK, Zhang Q and Chong BS (2021). Get smart – technological innovations in endodontics. Part 1: 3D imaging, 3D treatment planning and guided endodontics. Dental Update vol. 48 (6), 479-484.  
02-06-2021
bullet iconCui W, Zeng L, Chong B and Zhang Q (2021). Toothpix: Pixel-Level Tooth Segmentation in Panoramic X-Ray Images based on Generative Adversarial Networks. 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)
16-04-2021
bullet iconLv D, Wang Y, Wang S, Zhang Q, Qi W, Li Y and Sun L (2021). A Cascade‐SEME network for COVID‐19 detection in chest x‐ray images. Medical Physics, Wiley vol. 48 (5), 2337-2353.  
29-03-2021
bullet iconBajaj R, Huang X, Kilic Y, Jain A, Ramasamy A, Torii R, Moon J, Koh T, Crake T, Parker MK, Tufaro V, Serruys PW, Pugliese F, Mathur A, Baumbach A, Dijkstra J, Zhang Q and Bourantas CV (2021). A deep learning methodology for the automated detection of end-diastolic frames in intravascular ultrasound images. The International Journal of Cardiovascular Imaging, Springer Nature vol. 37 (6), 1825-1837.  
15-02-2021
bullet iconLi Y, Wang S, Wang J, Zeng G, Liu W, Zhang Q, Jin Q and Wang Y (2021). GT U-Net: A U-Net Like Group Transformer Network for Tooth Root Segmentation. Machine Learning in Medical Imaging  386-395.  
01-01-2021
bullet iconLou L, Cao J, Wang Y, Gao Z, Jin K, Xu Z, Zhang Q, Huang X and Ye J (2021). Deep learning-based image analysis for automated measurement of eyelid morphology before and after blepharoptosis surgery. Annals of Medicine, Taylor & Francis vol. 53 (1), 2278-2285.  
01-01-2021

2020

bullet iconChen L, Jiang Z, Tong L, Liu Z, Zhao A, Zhang Q, Dong J and Zhou H (2020). Perceptual underwater image enhancement with deep learning and physical priors. IEEE Transactions on Circuits and Systems for Video Technology, Institute of Electrical and Electronics Engineers vol. PP (99), 1-1.  
30-10-2020
bullet iconZongyi X, Wei C, Yindi Z, Le D, Huiyu Z and Zhang Q (2020). Building High-fidelity Human Body Models from User-generated Data. IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers 
10-06-2020
bullet iconVargas C, Zhang Q and Izquierdo E (2020). One Shot Logo Recognition Based on Siamese Neural Networks. Proceedings of the 2020 International Conference on Multimedia Retrieval
08-06-2020
bullet iconFigueira G, Wang Y, Sun L, Zhou H and Zhang Q (2020). Adversarial-Based Domain Adaptation Networks for Unsupervised Tumour Detection in Histopathology. 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)
03-04-2020
bullet iconLi Y, Xu Z, Wang Y, Zhou H and Zhang Q (2020). SU-Net and DU-Net Fusion for Tumour Segmentation in Histopathology Images. 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)
03-04-2020
bullet iconSun Y, Huang X, Molina EGL, Dong L and Zhang Q (2020). Signet Ring Cells Detection in Histology Images with Similarity Learning. 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)
03-04-2020

2019

bullet iconXie L, Tao J, Zhang Q and Zhou H (2019). CNN and KPCA-based automated feature extraction for real-time driving pattern recognition. IEEE Access vol. 7, 123765-123775.  
02-09-2019
bullet iconXu Z, Sobhani F, Moro CF and Zhang Q (2019). US-net for robust and efficient nuclei instance segmentation. The IEEE International Symposium on Biomedical Imaging (ISBI)
01-04-2019

2018

bullet iconWang Y, Zhang Q, Han J and Jia Y (2018). Application of Deep learning in Bone age assessment. 
19-12-2018
bullet iconSun Y, Xu Z, Strell C, Moro CF, Wärnberg F, Dong L and Zhang Q (2018). Detection of Breast Tumour Tissue Regions in Histopathological Images using Convolutional Neural Networks. 2018 IEEE International Conference on Image Processing, Applications and Systems (IPAS)
14-12-2018
bullet iconFeng N, Dong L, Zhang Q, Zhang N, Wu X and Chen J (2018). DNS: A multi-scale deconvolution semantic segmentation network for joint detection and segmentation. INTERNATIONAL JOINT CONFERENCE ON METALLURGICAL AND MATERIALS ENGINEERING (JCMME 2018)
12-12-2018
bullet iconXu Z, Moro CF, Kuznyecov D, Bozóky B, Dong L and Zhang Q (2018). Tissue Region Growing for Hispathology Image Segmentation. Proceedings of the 2018 3rd International Conference on Biomedical Imaging, Signal Processing
11-10-2018
bullet iconXu Z and Zhang Q (2018). Region Based User-Generated Human Body Scan Registration. IEEE International Conference on Multimedia and Expo
08-10-2018
bullet iconXu Z and Zhang Q (2018). Multi-Scale Context-Aware Networks for Quantitative Assessment of Colorectal Liver Metastases. 2018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)
01-03-2018
bullet iconXu Z and Zhang Q (2018). Boundary-aided Human Body Shape and Pose Estimation from a Single Image for Garment Design and Manufacture. 
01-01-2018

2017

bullet iconDong L, He L, Mao M, Kong G, Wu X, Zhang Q, Cao X and Izquierdo E (2017). CUNet: A Compact Unsupervised Network for Image Classification. IEEE Transactions on Multimedia 
28-12-2017
bullet iconZhang Q and Izquierdo E (2017). Visual-Semantic Context Learning for Image Classification. Semantic Multimedia Analysis and Processing  65-86.  
19-12-2017
bullet iconZHANG Q (2017). ADORE: An Adaptive Holons Representation Framework for Human Pose Estimation. IEEE Transactions on Circuits and Systems for Video Technology, Institute of Electrical and Electronics Engineers 
23-05-2017
bullet iconXu Z, Zhang Q and Cheng S (2017). Multilevel active registration for kinect human body scans: from low quality to high quality. Multimedia Systems, Springer (part of Springer Nature), 1-14.  
10-03-2017
bullet iconMohsin Jadoon M, Zhang Q, Ul Haq I, Jadoon A, Basit A and 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.  
08-02-2017
bullet iconFernández Moro C, Fernandez-Woodbridge A, Alistair D'souza M, Zhang Q, Bozoky B, Vasan SK, Catalano P, Heuchel R, Shtembari S, Del Chiaro M, Danielsson O, Björnstedt M, Löhr JM, Isaksson B, Verbeke C and Bozóky B (2017). Correction: Immunohistochemical Typing of Adenocarcinomas of the Pancreatobiliary System Improves Diagnosis and Prognostic Stratification. PLOS ONE, Public Library of Science (PLoS) vol. 12 (1) 
26-01-2017
bullet iconJadoon MM, Zhang Q, Haq IU, Butt S and Jadoon A (2017). Three-Class Mammogram Classification Based on Descriptive CNN Features. BioMed Research International, Hindawi Publishing Corporation vol. 2017, 3640901-3640901.  
15-01-2017

2016

bullet iconZHANG Q (2016). Immunohistochemical Typing of Adenocarcinomas of the Pancreatobiliary System Improves Diagnosis and Prognostic Stratification. PLoS One, Public Library of Science (PLoS) 
09-11-2016
bullet iconXu Z, Liang Y, Zhang Q, Dong L and Izquierdo E (2016). Decomposition and Matching: Towards Efficient Automatic Chinese Character Stroke Extraction. 2016 Visual Communications and Image Processing (VCIP)
01-11-2016
bullet iconIZQUIERDO E, Sobhani F and Chandramouli K (2016). FORMAL REPRESENTATION OF EVENTS IN A SURVEILLANCE DOMAIN ONTOLOGY. ICI 2016 
28-09-2016
bullet iconDong L, Liang Y, Kong G, Zhang Q, Cao X and Izquierdo E (2016). Holons Visual Representation for Image Retrieval. IEEE Transactions on Multimedia vol. 18 (4), 714-725.  
08-06-2016
bullet iconDong L, Feng N, Quan P, Kong G, Chen X and Zhang Q (2016). Optimal kernel choice for domain adaption learning. Engineering Applications of Artificial Intelligence vol. 51, 163-170.  
01-05-2016
bullet iconD'souza MA, Moro CF, Vasan K S, Bozoky B, Danielsson O, Zhang Q, Piatrik T and Isaksson B (2016). Is there any prognostic relevance of immunoprofiling biliopancreatic adenocarcinomas? HPB vol. 18, e734-e734.  
19-04-2016
bullet iconZHANG Q (2016). LSI: Latent semantic inference for natural image segmentation. Pattern Recognition, Elsevier vol. 59, 282-291.  
13-03-2016
bullet iconShu X, Zhang Q, Shi J and Qi Y (2016). A Comparative Study on Weighted Central Moment and Its Application in 2D Shape Retrieval. Information, MDPI vol. 7 (1) 
01-03-2016
bullet iconZHANG Q (2016). Holons Visual Representation for Image Retrieval. IEEE Transactions on Multimedia 
01-03-2016
bullet iconXu Z and Zhang Q (2016). Symmetry-Aware Human Shape Correspondence Using Skeleton. 
01-01-2016

2015

bullet iconDong L, He L and Zhang Q (2015). Discriminative Light Unsupervised Learning Network for Image Representation and Classification. Proceedings of the 23rd ACM international conference on Multimedia
13-10-2015
bullet iconSobhani F, Kahar NF and Zhang Q (2015). An Ontology Framework for Automated Visual Surveillance System. 2015 13th International Workshop on Content-Based Multimedia Indexing (CBMI)
01-06-2015
bullet iconHao Z, Lu L, Zhang Q, Wu J, Izquierdo E, Yang J and Zhao J (2015). Action Recognition based on Subdivision-Fusion Model. Procedings of the British Machine Vision Conference 2015
01-01-2015

2014

bullet iconKordelas GA, Daras P, Klavdianos P, Izquierdo E and Zhang Q (2014). Accurate Stereo 3D Point Cloud Generation Suitable for Multi-View Stereo Reconstruction. 2014 IEEE Visual Communications and Image Processing Conference
01-12-2014
bullet iconFernandez Arguedas V, Zhang Q and Izquierdo E (2014). Multimodal Fusion in Surveillance Applications. Fusion in Computer Vision  161-184.  
01-01-2014

2013

bullet iconHao Z, Zhang Q, Ezquierdo E and Sang N (2013). Human action recognition by fast dense trajectories. Proceedings of the 21st ACM international conference on Multimedia
21-10-2013
bullet iconKlavdianos P, Zhang Q and Izquierdo E (2013). A CONCISE SURVEY FOR 3D RECONSTRUCTION OF BUILDING FAÇADES. 
01-07-2013
bullet iconWall J, Izquierdo E and 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)
01-07-2013
bullet iconApostolakis KC, Alexiadis DS, Daras P, Monaghan D, O'Connor NE, Prestele B, Eisert P, Richard G, Zhang Q, Izquierdo E, Moussa MB and Magnenat-Thalmann N (2013). BLENDING REAL WITH VIRTUAL IN 3DLIFE. 2013 14th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS)
01-07-2013
bullet iconLiu Y, Lin X, Zhang Q and Izquierdo E (2013). IMPROVED INDOOR SCENE GEOMETRY RECOGNITION FROM SINGLE IMAGE BASED ON DEPTH MAP. 
01-06-2013
bullet iconZhang Q and Izquierdo E (2013). Multifeature analysis and semantic context learning for image classification. ACM Transactions on Multimedia Computing Communications and Applications, Association for Computing Machinery (ACM) vol. 9 (2), 1-20.  
01-05-2013
bullet iconPiatrik T, Zhang Q, Sevillano X and 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 and Hua X-S. 143-167.  
01-01-2013
bullet iconZhang Q, O’Connor NE and Izquierdo E (2013). 3DLife - Bringing the Media Internet to Life. 
01-01-2013
bullet iconArguedas VF, Zhang Q, Chandramouli K and Izquierdo E (2013). Vision Based Semantic Analysis of Surveillance Videos. Studies in Computational Intelligence, Springer Nature vol. 418, 83-125.  
01-01-2013

2012

bullet iconZhang Q and Izquierdo E (2012). Histology Image Retrieval in Optimised Multi-Feature Spaces. IEEE Journal of Biomedical and Health Informatics, IEEE vol. 17 (1), 240-249.  
15-11-2012
bullet iconSevillano X, Piatrik T, Chandramouli K, Zhang Q and Izquierdo E (2012). Indexing Large Online Multimedia Repositories Using Semantic Expansion and Visual Analysis. IEEE Multimedia, Institute of Electrical and Electronics Engineers (IEEE) vol. 19 (3), 53-61.  
05-09-2012
bullet iconEssid S, Lin X, Gowing M, Kordelas G, Aksay A, Kelly P, Fillon T, Zhang Q, Dielmann A, Kitanovski V, Tournemenne R, Masurelle A, Izquierdo E, O'Connor NE, Daras P and Richard G (2012). A multi-modal dance corpus for research into interaction between humans in virtual environments. Journal on Multimodal User Interfaces, Springer vol. 7 (1-2), 157-170.  
01-03-2012
bullet iconLin X, Kitanovski V, Zhang Q and Izquierdo E (2012). Enhanced Multi-view Dancing Videos Synchronisation. WIAMIS 2012 Dublin, Ireland 23 Jun 2012 - 25 Jun 2012
01-01-2012
bullet iconSevillano X, Piatrik T, Chandramouli K, Zhang Q and Izquierdo E (2012). Geo-tagging online videos using semantic expansion and visual analysis. WIAMIS 2012 Dublin, Ireland 23 May 2012 - 25 May 2012
01-01-2012
bullet iconFernandez Arguedas V, Zhang Q and Izquierdo E (2012). Bayesian Multimodal Fusion in Forensic Applications. 
01-01-2012

2011

bullet iconZhang Q, Lin X, Papadopoulos C, Heckmann J-P, Lisagor O, Sartor V and Izquierdo E (2011). Semi-Automated Vision-Based Construction of Safety Models from Engineering Drawings. SAE International Journal of Aerospace, SAE International vol. 4 (2), 893-899.  
01-11-2011
bullet iconArguedas VF, Chandramouli K, Zhang Q and Izquierdo E (2011). Optimal combination of low-level features for surveillance object retrieval. 
12-09-2011
bullet iconGowing M, Kell P, O'Connor NE, Concolato C, Essid S, Lefeuvre J, Tournemenne R, Izquierdo E, Kitanovski V, Lin X and Zhang Q (2011). Enhanced visualisation of dance performance from automatically synchronised multimodal recordings. ACM MM 2011 Scottsdale, Arizona 28 Nov 2011 - 1 Dec 2011
01-01-2011
bullet iconFernandez Arguedas V, Zhang Q, Chandramouli K and Izquierdo E (2011). Multi-feature fusion for surveillance video indexing. WIAMIS 2011 Deflt, Netherlands 13 Apr 2011 - 15 Apr 2011
01-01-2011
bullet iconZhang Q and 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, Lambert D, Cleary F, Daras P, Krco S, Müller H, Li M-S, Schaffers H, Lotz V, Alvarez F, Stiller B, Karnouskos S, Avessta S and Nilsson M. 391-400.  
01-01-2011
bullet iconZhang Q, Lin X, Papadopoulos C, Heckmann JP, Lisagor O, Sartor V and Izquierdo E (2011). Semi-automated vision-based construction of safety models from engineering drawings. 
01-01-2011

2010

bullet iconZhang Q and Izquierdo E (2010). From mid-level to high-level: Semantic inference for multimedia retrieval., Editors: Tsapatsoulis N, Theodosiou Z and Georgiou O. SMAP 2010 Limassol, Cyprus 9 Dec 2010 - 10 Dec 2010
09-12-2010
bullet iconIzquierdo E, Cai Y and Zhang Q (2010). SMVC 2010 chairs' welcome. 
01-12-2010
bullet iconZhang Q (2010). Session details: Virtual cloning. Proceedings of the 2010 ACM workshop on Surreal media and virtual cloning
29-10-2010
bullet iconRamzan N, Patrikakis C, Zhang Q and Izquierdo E (2010). Analysing multimedia content in social networking environments. SAPMIA 2010 Firenze, Italy 25 Oct 2010 - 29 Oct 2010
25-10-2010
bullet iconIzquierdo E, Cai Y, Zhang Q and García-Herranz M (2010). ACM workshop on surreal media and virtual cloning., Editors: Del Bimbo A, Chang S-F and Smeulders AWM. MM 2010 Firenze, Italy 25 Oct 2010 - 29 Oct 2010
25-10-2010
bullet iconMoussa MB, Kasap Z, Magnenat-Thalmann N, Chandramouli K, Haji Mirza SN, Zhang Q, Izquierdo E, Biperis I and Daras P (2010). Towards an expressive virtual tutor: an implementation of a virtual tutor based on an empirical study of non-verbal behaviour. SMVC 2010 Firenze, Italy 25 Oct 2010 - 29 Oct 2010
25-10-2010
bullet iconIzquierdo E, Ho ATS, Kim HJ and Zhang Q (2010). Special issue on Visual Information Engineering: Guest Editorial. Journal of Multimedia, Academy Publisher vol. 5 (2), 93-94.  
01-04-2010
bullet iconIzquierdo E, Piatrik T and Zhang Q (2010). 3DLife: Bringing the Media Internet to Life., Editors: Margaria T and Steffen B. ISoLA 2010 Heraklion, Crete 18 Oct 2010 - 21 Oct 2010
01-01-2010
bullet iconZhang Q and Izquierdo E (2010). Demonstration for the 3DLife Framework., Editors: DiNitto E and Yahyapour R. ServiceWave 2010 Ghent, Belgium 13 Dec 2010 - 15 Dec 2010
01-01-2010
bullet iconJanjusevic T, Zhang Q, Chandramouli K and Izquierdo E (2010). Concept based interactive retrieval for social environment. SAPMIA 2010 Firenze, Italy 25 Oct 2010 - 29 Oct 2010
01-01-2010

2008

bullet iconWilkins P, Byrne D, Jones GJF, Lee H, Keenan G, McGuinness K, O Connor NE, O Hare N, Smeaton AF, Adamek T, Troncy R, Amin A, Benmokhtar R, Dumont E, Huet B, Mérialdo B, Tolias G, Spyrou E, Avrithis YS, Papadopoulos G, et al. (2008). K-Space at TRECVid 2008. TRECVid 2008 Gaithersburg, Maryland 1 Jan 1970
01-11-2008
bullet iconZhang Q, Chandramouli K, Damnjanovic U, Piatrik T, Tolias G, Avrithis YS, Kapsalas P, Mylonas P, Spyrou E, Mansencal B, Benois-Pineau J, Saracoglu A, Esen E, Alatan AA, Aginako N, Garcia I, Pinheiro AMG, Alexandre LA, Corvaglia M, Guerrini F, et al. (2008). COST292 experimental framework for TRECVID 2008., Editors: Over P, Awad G, Rose RT, Fiscus JG, Kraaij W and Smeaton AF. TRECVid 2008 Gaithersburg,Maryland 1 Jan 1970
01-11-2008
bullet iconZhang Q and Izquierdo E (2008). Bayesian Learning and Reasoning for Context Exploitation in Visual Information Retrieval. VIE 2008 Xi’an, China 29 Jul 2008 - 1 Aug 2008
29-07-2008
bullet iconZhang Q and Izquierdo E (2008). Describing Objects with Multiple Features for Visual Information Retrieval and Annotation. WIAMIS 2008 Klagenfurt, Austria 7 May 2008 - 9 May 2008
07-05-2008
bullet iconZhang Q and Izquierdo E (2008). Visual Information Retrieval. Encyclopedia of Multimedia  971-977.  
01-01-2008

2007

bullet iconZhang Q and Izquierdo E (2007). Combining Low-Level Features for Semantic Inference in Image Retrieval. Journal on Advances in Signal Processing - Accepted 2007, Hindawi Publishing Corp. New York, NY, United States vol. 2007 (4) 
01-12-2007
bullet iconZhang Q and Izquierdo E (2007). Adaptive Salient Block Based Image Retrieval in Multi-Feature Space. Signal Processing: Image Communication - Accepted 2007, Elsevier Science Inc. New York, NY, USA vol. 22 (6), 591-603.  
01-07-2007
bullet iconZhang Q and Izquierdo E (2007). Context inference in region-based image retrieval., Editors: Mylonas P, Wallace M and Angelides M. 2nd International Workshop on Semantic Media Adaptation and Personalization (SMAP 2007) London, ENGLAND 17 Dec 2007 - 18 Dec 2007
01-01-2007
bullet iconIzquierdo E and Zhang Q (2007). Adaptive Salient Block Based Image Retrieval in Multi-Feature Space. Proceedings of the International Workshop on Content-Based Multimedia Indexing 2007 Bordeaux, France 25 Jun 2007 - 27 Jun 2007
01-01-2007
bullet iconZhang Q, Chandramouli K, Damnjanovic U, Piatrik T, Izquierdo E, Corvaglia M, Adami N, Leonardi R, Yakin G, Aksoy S, Naci U, Hanjalic A, Vrochidis S, Moumtzidou A, Nikolopoulos S, Mezaris V, Makris L, Kompatsiaris I, Mansencal B, Benois-Pineau J, et al. (2007). The COST292 experimental framework for TRECVID 2007. Text Retrieval Conference TRECVid Workshop Gaithersburg, Maryland 5 Nov 2007 - 6 Nov 2007
01-01-2007

2006

bullet iconCalic J, Kraemer P, Naci SU, Vrochidis S, Aksoy S, Zhang Q, Benois-Pineau J, Saracoglu A, Doulaverakis C, Jarina R, Campbell N, Mezaris V, Kompatsiaris I, Spyrou E, Koumoulos G, Avrithis Y, Dalkilic A, Alatan AA, Hanjalic A and Izquierdo E (2006). COST292 experimental framework for TRECVID 2006. TRECVid 2006 Gaithersburg,Maryland 13 Nov 2006 - 14 Nov 2006
13-11-2006
bullet iconZhang Q and Izquierdo E (2006). A Bayesian Network Approach to Multi-Feature Based Image Retrieval. Proceedings of the International Conference on Semantics and Digital Media Technology 2006 Athens, Greece 6 Dec 2006 - 8 Dec 2006
01-01-2006
bullet iconZhang Q and Izquierdo E (2006). Optimizing Metrics Combining Low-Level Visual Descriptors for Image Annotation and Retrieval. 2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings
01-01-2006
bullet iconCalic J, Campbell NW, Kraemer P, Zhang Q, Izquierdo E, Benois-Pineau J, Vrochidis S, Doulaverakis C, Mezaris V, Kompatsiaris I, Spyrou E, Koumoulos G, Avrithis Y, Aksoy S, Dalkilic A, Saracoglu A, Alatan A, Naci U and Hanjalic A (2006). COST292 experimental framework for TRECVID 2006. TRECVID Workshop 2006 Gaithersburg, Maryland 13 Nov 2006 - 14 Nov 2006
01-01-2006
bullet iconZhang Q and Izquierdo E (2006). A Multi-feature Optimization Approach to Object-based Image Classification. 5th Proceedings of International Conference on Image and Video Retrieval Tempe , USA 13 Jul 2006 - 15 Jul 2006
01-01-2006
bullet iconZhang Q and Izquierdo E (2006). Optimizing Metrics Combining Low-level Visual Descriptors for Image Annotation and Retrieval. IEEE International Conference on Acoustics, Speech and Signal Processing 2006 Toulouse, France 14 May 2006 - 19 May 2006
01-01-2006

2005

bullet iconZhang Q, Djordjevic D and Izquierdo E (2005). Fusion of Semantic and Visual Information for Automatic Indexing and Annotation of Key Frame Images. IEE Proceedings of the 2nd European Workshop on the Integration of Knowledge, Semantics and Digital Media Technologies (EWIMT 05) London, UK 30 Nov 2005 - 1 Dec 2005
01-01-2005

Grants

solid heart iconGrants of specific relevance to the Centre for Multimodal AI
solid heart iconDeep Learning based Multispectral Image Analysis for Retinal Lesion Detection, Segmentation and Recognition
Qianni Zhang
£12,000 Royal Society (31-03-2022 - 30-09-2025)
solid heart iconAnatomical And Functional Analysis Of The Soft Palate And Associated Musculature
Qianni Zhang
£132,620 BH NHS Barts Health NHS (01-01-2022 - 31-12-2025)


solid heart iconKTP: Machine learning for improved graphics in sport broadcast
Ebroul Izquierdo and Qianni Zhang
£214,061 Innovate UK (31-01-2022 - 30-04-2024)