Dr Qianni Zhang

Bransby 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

Huang 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

Ahmed 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

Ahmed 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

Xu 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

Xu 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

Li 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

Ahmed 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

Huang 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

Xu 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

Bajaj 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

Lin 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

Huang 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

Molina 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

Sun 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

Krams 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

Bransby 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

Shao 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

Lou 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

Bransby 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

Ahmed 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

Bajaj 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

Ahmed 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

Zhao 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

Jin 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

Lou 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

Liu 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

Ahmed 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

Latacz 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

Bayliss 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

Sun 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

Li 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

Li 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

Tong 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

Li 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

Cui 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

Cui 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

Li 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

Bajaj 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

Erdogan 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

Alharbi 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

Erdogan 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

Shah 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

Liu 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

Sun 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

Bajaj 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

Shah 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

Cui 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

Lv 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

Bajaj 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

Li 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

Lou 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

Chen 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

Zongyi 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

Vargas 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

Figueira 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

Li 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

Sun 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

Xie 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

Xu 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

Wang Y, Zhang Q, Han J and Jia Y (2018). Application of Deep learning in Bone age assessment. 
19-12-2018

Sun 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

Feng 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

Xu 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

Xu Z and Zhang Q (2018). Region Based User-Generated Human Body Scan Registration. IEEE International Conference on Multimedia and Expo. 
08-10-2018

Xu 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

Xu 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

Dong 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

Zhang Q and Izquierdo E (2017). Visual-Semantic Context Learning for Image Classification. Semantic Multimedia Analysis and Processing  65-86.  
19-12-2017

ZHANG 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

Xu 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

Mohsin 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

Fernández 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

Jadoon 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

ZHANG 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

Xu 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

IZQUIERDO E, Sobhani F and Chandramouli K (2016). FORMAL REPRESENTATION OF EVENTS IN A SURVEILLANCE DOMAIN ONTOLOGY. ICI 2016 
28-09-2016

Dong 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

Dong 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

D'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

ZHANG Q (2016). LSI: Latent semantic inference for natural image segmentation. Pattern Recognition, Elsevier vol. 59, 282-291.  
13-03-2016

Shu 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

ZHANG Q (2016). Holons Visual Representation for Image Retrieval. IEEE Transactions on Multimedia 
01-03-2016

Xu Z and Zhang Q (2016). Symmetry-Aware Human Shape Correspondence Using Skeleton. 
01-01-2016

Dong 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

Sobhani 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

Hao 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

Kordelas 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

Fernandez Arguedas V, Zhang Q and Izquierdo E (2014). Multimodal Fusion in Surveillance Applications. Fusion in Computer Vision  161-184.  
01-01-2014

Liu Y, Lin X, Zhang Q and 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 
28-11-2013

Klavdianos P, Zhang Q and Izquierdo E (2013). A concise survey for 3D reconstruction of building façades. International Workshop on Image Analysis for Multimedia Interactive Services 
13-11-2013

Hao 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

Wall 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

Apostolakis 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

Piatrik 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

Zhang Q, O’Connor NE and Izquierdo E (2013). 3DLife - Bringing the Media Internet to Life. 
01-01-2013

Zhang Q and Izquierdo E (2013). Multifeature Analysis and Semantic Context Learning for Image Classification. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS vol. 9 (2) 
01-01-2013

Arguedas 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

Zhang 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

Sevillano 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

Essid 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

Lin 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

Sevillano 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

Fernandez Arguedas V, Zhang Q and Izquierdo E (2012). Bayesian Multimodal Fusion in Forensic Applications. 
01-01-2012

Zhang 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

Arguedas VF, Chandramouli K, Zhang Q and Izquierdo E (2011). Optimal combination of low-level features for surveillance object retrieval. 
12-09-2011

Gowing 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

Fernandez 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

Zhang 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

Zhang 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

Zhang 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

Izquierdo E, Cai Y and Zhang Q (2010). SMVC 2010 chairs' welcome. 
01-12-2010

Zhang Q (2010). Session details: Virtual cloning. Proceedings of the 2010 ACM workshop on Surreal media and virtual cloning. 
29-10-2010

Ramzan 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

Izquierdo 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

Moussa 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

Izquierdo 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

Izquierdo 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

Zhang 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

Janjusevic 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

Wilkins 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

Zhang 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

Zhang 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

Zhang 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

Zhang Q and Izquierdo E (2008). Visual Information Retrieval. Encyclopedia of Multimedia  971-977.  
01-01-2008

Zhang Q and Izquierdo E (2007). Adaptive salient block-based image retrieval in multi-feature space. SIGNAL PROCESS-IMAGE vol. 22 (6), 591-603.  
01-07-2007

Zhang Q and Izquierdo E (2007). Context inference in region-based image retrieval., Editors: Mylonas P, Wallace M and Angelides M. 
01-01-2007

Zhang Q and Izquierdo E (2007). Combining low-level features for semantic extraction in image retrieval. EURASIP J ADV SIG PR 
01-01-2007

Zhang Q and Izquierdo E (2007). Adaptive salient block based image retrieval in multi-feature space. 
01-01-2007

Zhang 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

Calic 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

Zhang QN and Izquierdo E (2006). A Bayesian Network approach to multi-feature based image retrieval., Editors: Avrithis Y, Kompatsiaris Y, Staab S and OConnor NE. 
01-01-2006

Zhang 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

Calic 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

Zhang Q and Izquierdo E (2006). A multi-feature optimization approach to object-based-image classification., Editors: Sundaram H, Naphade M, Smith JR and Rui Y. 
01-01-2006

Zhang QN and Izquierdo E (2006). Optimizing metrics combining low-level visual descriptors for image annotation and retrieval. 
01-01-2006

Zhang 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