Publications: DR Qianni Zhang

( 2026 ) . MICCAI 2023 STS Challenge: A retrospective study of semi-supervised approaches for teeth segmentation . Pattern Recognition vol. 170 , Article 112049 , 112049 - 112049 .

( 2025 ) . A novel framework for fully-automated co-registration of intravascular ultrasound and optical coherence tomography imaging data .

( 2025 ) . DEFN: Dual-Encoder Fourier Group Harmonics Network for three-dimensional indistinct-boundary object segmentation . Expert Systems with Applications vol. 281 , Article 127577 , 127577 - 127577 .

Bashir U, Wang C, Smillie R, Rayabat Khan AK, Tamer Ahmed H, Ordidge K, Power N, Gerlinger M et al. ( 2025 ) . Deep learning for liver lesion segmentation and classification on staging CT scans of colorectal cancer patients: a multi-site technical validation study . Clinical Radiology vol. 85 , Article 106914 , 106914 - 106914 .

( 2025 ) . S<mml:math xmlns:mml=\http://www.w3.org/1998/Math/MathML\ altimg=\si18.svg\ display=\inline\ id=\d1e520\><mml:msup><mml:mrow/><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:math>Reg: Structure-semantics collaborative point cloud registration . Pattern Recognition vol. 161 , Article 111290 , 111290 - 111290 .

( 2025 ) . DAG-UNet: Dissimilarity-Aware Global Context Guided Lightweight UNet for Medical Image Segmentation . 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI) . Conference: 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI) from: 14/04/2025 to: 17/04/2025 , 1 - 5 .

Bransby KM, Bajaj R, Ramasamy A, Çap M, Yap N, Slabaugh G, Bourantas C, Zhang Q ( 2024 ) . POLYCORE: Polygon-based contour refinement for improved Intravascular Ultrasound Segmentation . Computers in Biology and Medicine vol. 182 , Article 109162 , 109162 - 109162 .

( 2024 ) . SANGRE: a Shallow Attention Network Guided by Resolution Expansion for MR Image Segmentation . Lecture Notes in Computer Science , Springer Nature Switzerland

( 2024 ) . Joint Neural Networks for One-shot Object Recognition and Detection .

( 2024 ) . SASAN: Spectrum-Axial Spatial Approach Networks for Medical Image Segmentation . IEEE Transactions on Medical Imaging vol. 43 , ( 8 ) 3044 - 3056 .

( 2024 ) . Transformer enhanced autoencoder rendering cleaning of noisy optical coherence tomography images . Journal of Medical Imaging vol. 11 , ( 03 )

( 2024 ) . Denoising of Optical Coherence Tomography Images in Ophthalmology Using Deep Learning: A Systematic Review . Journal of Imaging vol. 10 , ( 4 ) 86 - 86 .

( 2024 ) . Retrieval-and-alignment based large-scale indoor point cloud semantic segmentation . Science China Information Sciences vol. 67 , ( 4 ) Article 142104 ,

Xu Z, Jiang X, Gao X, Gao R, Gu C, Zhang Q, Li W, Gao X ( 2024 ) . IGReg: Image-Geometry-Assisted Point Cloud Registration via Selective Correlation Fusion . IEEE Transactions on Multimedia vol. 26 , 7475 - 7489 .

Li Y, Wang L, Huang X, Wang Y, Dong L, Ge R, Zhou H, Ye J et al. ( 2024 ) . Sketch-Supervised Histopathology Tumour Segmentation: Dual CNN-Transformer With Global Normalised CAM . IEEE Journal of Biomedical and Health Informatics vol. 28 , ( 1 ) 66 - 77 .

Ahmed H, Zhang Q, Wong F, Donnan R, Alomainy A ( 2023 ) . Lesion Detection in Optical Coherence Tomography with Transformer-Enhanced Detector . Journal of Imaging vol. 9 , ( 11 ) 244 - 244 .

Huang X, Bajaj R, Cui W, Hendricks MJ, Wang Y, Yap NAL, Ramasamy A, Maung S et al. ( 2023 ) . CARDIAN: a novel computational approach for real-time end-diastolic frame detection in intravascular ultrasound using bidirectional attention networks . Frontiers in Cardiovascular Medicine vol. 10 , Article 1250800 ,

Xu Z, Yuan B, Zhao S, Zhang Q, Gao X ( 2023 ) . Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation . 2023 IEEE/CVF International Conference on Computer Vision (ICCV) . Conference: 2023 IEEE/CVF International Conference on Computer Vision (ICCV) from: 01/10/2023 to: 06/10/2023 , 18052 - 18062 .

Bransby KM, Slabaugh G, Bourantas C, Zhang Q ( 2023 ) . Joint Dense-Point Representation for Contour-Aware Graph Segmentation . Lecture Notes in Computer Science , Springer Nature Switzerland

Huang X, Bajaj R, Li Y, Ye X, Lin J, Pugliese F, Ramasamy A, Gu Y et al. ( 2023 ) . POST-IVUS: A perceptual organisation-aware selective transformer framework for intravascular ultrasound segmentation . Medical Image Analysis vol. 89 , Article 102922 , 102922 - 102922 .

Lin J, Huang X, Zhou H, Wang Y, Zhang Q ( 2023 ) . Stimulus-guided adaptive transformer network for retinal blood vessel segmentation in fundus images . Medical Image Analysis vol. 89 , Article 102929 , 102929 - 102929 .

Bajaj R, Huang X, Alves-Kotzev N, Weyers J, Levine M, Garg M, Maung S, Bransby K et al. ( 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 vol. 82 , ( 17 ) B246 - B247 .

Tong L, Liu Z, Jiang Z, Zhou F, Chen L, Lyu J, Zhang X, Zhang Q et al. ( 2023 ) . Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter . IEEE Transactions on Affective Computing vol. 14 , ( 3 ) 1898 - 1911 .

Lopez Molina EG, Huang X, Zhang Q ( 2023 ) . Disagreement attention: Let us agree to disagree on computed tomography segmentation . Biomedical Signal Processing and Control vol. 84 , Article 104769 , 104769 - 104769 .

Sun Y, Dai D, Zhang Q, Wang Y, Xu S, Lian C ( 2023 ) . MSCA-Net: Multi-scale contextual attention network for skin lesion segmentation . Pattern Recognition vol. 139 , Article 109524 , 109524 - 109524 .

Bransby KM, Slabaugh G, Bourantas C, Zhang Q ( 2023 ) . Joint Dense-Point Representation for Contour-Aware Graph Segmentation .

Krams R, Chamorro L, Komo Z, Bashir A, Torii R, Bourantas C, Zhang Q, Mathur A et al. ( 2023 ) . BS14 A fully automated vulnerable plaque classifier for oct using co-registered histological images and transfer learning learning . Basic Science . Conference: British Cardiovascular Society Annual Conference, ‘Future-proofing Cardiology for the next 10 years’, 5–7 June 2023A255.3 - A256 .

Bransby KM, Tufaro V, Çap M, Slabaugh G, Bourantas C, Zhang Q ( 2023 ) . 3D Coronary Vessel Reconstruction from Bi-Plane Angiography Using Graph Convolutional Networks . 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) . Conference: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) from: 18/04/2023 to: 21/04/2023 , 1 - 5 .

Shao J, Huang X, Gao T, Cao J, Wang Y, Zhang Q, Lou L, Ye J ( 2023 ) . Deep learning-based image analysis of eyelid morphology in thyroid-associated ophthalmopathy . Quantitative Imaging in Medicine and Surgery vol. 13 , ( 3 ) 1592 - 1604 .

Bransby KM, Tufaro V, Cap M, Slabaugh G, Bourantas C, Zhang Q ( 2023 ) . 3D Coronary Vessel Reconstruction from Bi-Plane Angiography using Graph Convolutional Networks .

Lou L, Huang X, Sun Y, Cao J, Wang Y, Zhang Q, Tang X, Ye J ( 2023 ) . Automated photographic analysis of inferior oblique overaction based on deep learning . Quantitative Imaging in Medicine and Surgery vol. 13 , ( 1 ) 329 - 338 .

Ahmed HT, Zhang Q, Donnan R, Alomainy A ( 2022 ) . Framework of Unsupervised based Denoising for Optical Coherence Tomography . 2022 7th International Conference on Biomedical Signal and Image Processing (ICBIP) . Conference: ICBIP 2022: 2022 7th International Conference on Biomedical Signal and Image Processing19 - 24 .

Ahmed H, Zhang Q, Donnan R, 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) . Conference: 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI) from: 05/11/2022 to: 07/11/2022 , 1 - 6 .

Li Y, Wang Y, Dong L, Ye J, Wang L, Ge R, Zhou H, Zhang Q ( 2022 ) . Light Annotation Fine Segmentation: Histology Image Segmentation Based on VGG Fusion with Global Normalisation CAM . Lecture Notes in Computer Science , Springer Nature Switzerland

Cui W, Wang Y, Li Y, Song D, Zuo X, Wang J, Zhang Y, Zhou H et al. ( 2022 ) . CTooth+: A Large-Scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation . Lecture Notes in Computer Science , Springer Nature Switzerland

Sun Y, Huang X, Zhang Q, Lee SY, Wang Y, Jin K, Lou L, Ye J ( 2022 ) . A Fully Automatic Postoperative Appearance Prediction System for Blepharoptosis Surgery with Image-based Deep Learning . Ophthalmology Science vol. 2 , ( 3 ) Article 100169 , 100169 - 100169 .

Zhao A, Li J, Dong J, Qi L, Zhang Q, Li N, Wang X, Zhou H ( 2022 ) . Multimodal Gait Recognition for Neurodegenerative Diseases . IEEE Transactions on Cybernetics vol. 52 , ( 9 ) 9439 - 9453 .

Bajaj R, Huang X, Alves N, Weyers J, Levine M, Garg M, Maung S, Bransby K et al. ( 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 vol. 80 , ( 12 ) B100 - B100 .

Cui W, Wang Y, Zhang Q, Zhou H, Song D, Zuo X, Jia G, Zeng L ( 2022 ) . CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography Images . Lecture Notes in Computer Science , Springer International Publishing

Li Y, Wang Y, Zhou H, Wang H, Jia G, Zhang Q ( 2022 ) . DU-Net Based Unsupervised Contrastive Learning for Cancer Segmentation in Histology Images . Lecture Notes in Computer Science , Springer International Publishing

Jin K, Huang X, Zhou J, Li Y, Yan Y, Sun Y, Zhang Q, Wang Y et al. ( 2022 ) . FIVES: A Fundus Image Dataset for Artificial Intelligence based Vessel Segmentation . Scientific Data vol. 9 , ( 1 ) Article 475 ,

( 2022 ) . CTooth+: A Large-scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation .

Lou L, Sun Y, Huang X, Jin K, Tang X, Xu Z, Zhang Q, Wang Y et al. ( 2022 ) . Automated Measurement of Ocular Movements Using Deep Learning-Based Image Analysis . Current Eye Research vol. 47 , ( 9 ) 1346 - 1353 .

Liu Z, Tong L, Chen L, Jiang Z, Zhou F, Zhang Q, Zhang X, Jin Y et al. ( 2022 ) . Deep learning based brain tumor segmentation: a survey . Complex &amp; Intelligent Systems vol. 9 , ( 1 ) 1001 - 1026 .

Ahmed H, Zhang Q, Donnan R, Alomainy A ( 2022 ) . Unsupervised Region-Based Denoising for Optical Coherence Tomography Framework . 2022 7th International Conference on Computational Intelligence and Applications (ICCIA) . Conference: 2022 7th International Conference on Computational Intelligence and Applications (ICCIA) from: 24/06/2022 to: 26/06/2022 , 267 - 273 .

( 2022 ) . CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography Images .

Latacz E, Höppener D, Bohlok A, Leduc S, Tabariès S, Fernández Moro C, Lugassy C, Nyström H et al. ( 2022 ) . Histopathological growth patterns of liver metastasis: updated consensus guidelines for pattern scoring, perspectives and recent mechanistic insights . British Journal of Cancer vol. 127 , ( 6 ) 988 - 1013 .

( 2022 ) . Complexity Reduction of Learned In-Loop Filtering in Video Coding . 2022 IEEE International Symposium on Circuits and Systems (ISCAS) . Conference: 2022 IEEE International Symposium on Circuits and Systems (ISCAS) from: 27/05/2022 to: 01/06/2022 , 506 - 510 .

( 2022 ) . Histopathological growth patterns of liver metastasis: updated consensus guidelines for pattern scoring, perspectives, and recent mechanistic insights .

Li Y, Zeng G, Zhang Y, Wang J, Jin Q, Sun L, Zhang Q, Lian Q et al. ( 2022 ) . AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy . IEEE Journal of Biomedical and Health Informatics vol. 26 , ( 4 ) 1684 - 1695 .

( 2022 ) . Complexity Reduction of Learned In-Loop Filtering in Video Coding .

Li S, Xu Y, Zheng L, Pang H, Zhang Q, Lou L, Huang X ( 2022 ) . Sex Difference in Global Burden of Major Depressive Disorder: Findings From the Global Burden of Disease Study 2019 . Frontiers in Psychiatry vol. 13 , Article 789305 ,

Bajaj R, Huang X, Alves N, Weyers J, Levine M, Garg M, Maung S, Bransby K et al. ( 2022 ) . 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 . vol. 80 , B100 - B100 .

Lou L, Cao J, Wang Y, Gao Z, Jin K, Xu Z, Zhang Q, Huang X et al. ( 2021 ) . Deep learning-based image analysis for automated measurement of eyelid morphology before and after blepharoptosis surgery . Annals of Medicine vol. 53 , ( 1 ) 2278 - 2285 .

Alharbi A, Wang Y, 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 . Conference: ICBIP '21: 2021 6th International Conference on Biomedical Signal and Image Processing79 - 84 .

Erdogan E, Huang X, Cooper J, Jain A, Ramasamy A, Bajaj R, Torii R, Moon J et al. ( 2021 ) . TCT-426 Electrocardiographically Gated Intravascular Image Segmentation Enables More Reproducible Volumetric Analysis of Atheroma Burden . Journal of the American College of Cardiology . vol. 78 , B175 - B175 .

( 2021 ) . GT U-Net: A U-Net Like Group Transformer Network for Tooth Root Segmentation .

Li Y, Wang S, Wang J, Zeng G, Liu W, Zhang Q, Jin Q, Wang Y ( 2021 ) . GT U-Net: A U-Net Like Group Transformer Network for Tooth Root Segmentation . Lecture Notes in Computer Science , Springer International Publishing

Bajaj R, Huang X, Kilic Y, Ramasamy A, Jain A, Ozkor M, Tufaro V, Safi H et al. ( 2021 ) . Advanced deep learning methodology for accurate, real-time segmentation of high-resolution intravascular ultrasound images . International Journal of Cardiology vol. 339 , 185 - 191 .

Erdogan E, Huang X, Cooper J, Jain A, Ramasamy A, Bajaj R, Torii R, Moon J et al. ( 2021 ) . End‐diastolic segmentation of intravascular ultrasound images enables more reproducible volumetric analysis of atheroma burden . Catheterization and Cardiovascular Interventions vol. 99 , ( 3 ) 706 - 713 .

Chen L, Jiang Z, Tong L, Liu Z, Zhao A, Zhang Q, Dong J, Zhou H ( 2021 ) . Perceptual Underwater Image Enhancement With Deep Learning and Physical Priors . IEEE Transactions on Circuits and Systems for Video Technology vol. 31 , ( 8 ) 3078 - 3092 .

Sun Y, Huang X, Zhou H, Zhang Q ( 2021 ) . SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images . Medical Image Analysis vol. 72 , Article 102142 , 102142 - 102142 .

Shah PK, Zhang Q, Chong BS ( 2021 ) . Get Smart – technological innovations in endodontics part 2: case-difficulty assessment and future perspectives . Dental Update vol. 48 , ( 7 ) 556 - 562 .

Liu Z, Tong L, Chen L, Zhou F, Jiang Z, Zhang Q, Wang Y, Shan C et al. ( 2021 ) . CANet: Context Aware Network for Brain Glioma Segmentation . IEEE Transactions on Medical Imaging vol. 40 , ( 7 ) 1763 - 1777 .

Shah PK, Zhang Q, 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 .

( 2021 ) . AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy .

Cui W, Zeng L, Chong B, 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) . Conference: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) from: 13/04/2021 to: 16/04/2021 , 1346 - 1350 .

Lv D, Wang Y, Wang S, Zhang Q, Qi W, Li Y, Sun L ( 2021 ) . A Cascade‐SEME network for COVID‐19 detection in chest x‐ray images . Medical Physics vol. 48 , ( 5 ) 2337 - 2353 .

Bajaj R, Huang X, Kilic Y, Jain A, Ramasamy A, Torii R, Moon J, Koh T et al. ( 2021 ) . A deep learning methodology for the automated detection of end-diastolic frames in intravascular ultrasound images . The International Journal of Cardiovascular Imaging vol. 37 , ( 6 ) 1825 - 1837 .

( 2021 ) . Multimodal Gait Recognition for Neurodegenerative Diseases .

Xu Z, Chang W, Zhu Y, Dong L, Zhou H, Zhang Q ( 2021 ) . Building High-Fidelity Human Body Models From User-Generated Data . IEEE Transactions on Multimedia vol. 23 , 1542 - 1556 .

( 2020 ) . Perceptual underwater image enhancement with deep learning and physical priors .

( 2020 ) . One Shot Logo Recognition Based on Siamese Neural Networks . Proceedings of the 2020 International Conference on Multimedia Retrieval . Conference: ICMR '20: International Conference on Multimedia Retrieval321 - 325 .

Figueira G, Wang Y, Sun L, Zhou H, Zhang Q ( 2020 ) . Adversarial-Based Domain Adaptation Networks for Unsupervised Tumour Detection in Histopathology . 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) . Conference: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) from: 03/04/2020 to: 07/04/2020 , 1284 - 1288 .

Li Y, Xu Z, Wang Y, Zhou H, Zhang Q ( 2020 ) . SU-Net and DU-Net Fusion for Tumour Segmentation in Histopathology Images . 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) . Conference: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) from: 03/04/2020 to: 07/04/2020 , 461 - 465 .

Sun Y, Huang X, Molina EGL, Dong L, Zhang Q ( 2020 ) . Signet Ring Cells Detection in Histology Images with Similarity Learning . 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) . Conference: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) from: 03/04/2020 to: 07/04/2020 , 490 - 494 .

( 2019 ) . Cost-sensitive Boosting Pruning Trees for depression detection on Twitter .

Feng N, Dong L, Zhang Q, Zhang N, Wu X, Chen J ( 2019 ) . DNS: A multi-scale deconvolution semantic segmentation network for joint detection and segmentation . MATEC Web of Conferences . vol. 277 , 02005 - 02005 .

Xu Z, Sobhani F, Moro CF, Zhang Q ( 2019 ) . US-Net for Robust and Efficient Nuclei Instance Segmentation . 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) . Conference: 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI) from: 08/04/2019 to: 11/04/2019 , 44 - 47 .

( 2019 ) . US-net for robust and efficient nuclei instance segmentation .

( 2019 ) . GAN-based Virtual Re-Staining: A Promising Solution for Whole Slide Image Analysis .

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 .

Wang Y, Zhang Q, Han J, Jia Y . Application of Deep learning in Bone age assessment . IOP Conference Series: Earth and Environmental Science . vol. 199 , 032012 - 032012 .

Sun Y, Xu Z, Strell C, Moro CF, Warnberg F, Dong L, 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) . Conference: 2018 IEEE International Conference on Image Processing, Applications and Systems (IPAS) from: 12/12/2018 to: 14/12/2018 , 98 - 103 .

Xu Z, Moro CF, Kuznyecov D, Bozóky B, Dong L, Zhang Q ( 2018 ) . Tissue Region Growing for Hispathology Image Segmentation . Proceedings of the 2018 3rd International Conference on Biomedical Imaging, Signal Processing . Conference: ICBSP 2018: 2018 3rd International Conference on Biomedical Imaging, Signal Processing86 - 92 .

( 2018 ) . ADORE: An Adaptive Holons Representation Framework for Human Pose Estimation . IEEE Transactions on Circuits and Systems for Video Technology vol. 28 , ( 10 ) 2803 - 2813 .

Xu Z, Zhang Q ( 2018 ) . Region Based User-Generated Human Body Scan Registration . 2018 IEEE International Conference on Multimedia and Expo (ICME) . Conference: 2018 IEEE International Conference on Multimedia and Expo (ICME) from: 23/07/2018 to: 27/07/2018 , 1 - 6 .

Xu Z, Zhang Q ( 2018 ) . Multi-scale context-aware networks for quantitative assessment of colorectal liver metastases . 2018 IEEE EMBS International Conference on Biomedical &amp; Health Informatics (BHI) . Conference: 2018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) from: 04/03/2018 to: 07/03/2018 , 369 - 372 .

Xu Z, Zhang Q ( 2018 ) . Boundary-aided Human Body Shape and Pose Estimation from a Single Image for Garment Design and Manufacture . European Association for Computer Graphics 39th Annual Conference Eurographics 2018 Posters . vol. 2018-January , 29 - 30 .

( 2018 ) . CUNet: A Compact Unsupervised Network for Image Classification . IEEE Transactions on Multimedia1 - 1 .

( 2017 ) . Visual-Semantic Context Learning for Image Classification . Semantic Multimedia Analysis and Processing , CRC Press

Xu Z, Zhang Q, Cheng S ( 2017 ) . Multilevel active registration for kinect human body scans: from low quality to high quality . Multimedia Systems vol. 24 , ( 3 ) 257 - 270 .

Fernández Moro C, Fernandez-Woodbridge A, Alistair D'souza M, Zhang Q, Bozoky B, Vasan SK, Catalano P, Heuchel R et al. ( 2017 ) . Correction: Immunohistochemical Typing of Adenocarcinomas of the Pancreatobiliary System Improves Diagnosis and Prognostic Stratification . PLOS ONE vol. 12 , ( 1 ) e0171283 - e0171283 .

Jadoon MM, 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 .

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 , 1 - 11 .

Fernández Moro C, Fernandez-Woodbridge A, Alistair D'souza M, Zhang Q, Bozoky B, Kandaswamy SV, Catalano P, Heuchel R et al. ( 2016 ) . Immunohistochemical Typing of Adenocarcinomas of the Pancreatobiliary System Improves Diagnosis and Prognostic Stratification . PLOS ONE vol. 11 , ( 11 ) e0166067 - e0166067 .

( 2016 ) . Decomposition and matching: Towards efficient automatic Chinese character stroke extraction . 2016 Visual Communications and Image Processing (VCIP) . Conference: 2016 Visual Communications and Image Processing (VCIP) from: 27/11/2016 to: 30/11/2016 , 1 - 4 .

Dong L, Feng N, Zhang Q ( 2016 ) . LSI: Latent semantic inference for natural image segmentation . Pattern Recognition vol. 59 , 282 - 291 .

( 2016 ) . Formal representation of events in a surveillance domain ontology . 2016 IEEE International Conference on Image Processing (ICIP)913 - 917 .

( 2016 ) . CUNet: A Compact Unsupervised Network for Image Classification .

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 .

( 2016 ) . Holons Visual Representation for Image Retrieval . IEEE Transactions on Multimedia vol. 18 , ( 4 ) 714 - 725 .

D'souza MA, Moro CF, Vasan K S, Bozoky B, Danielsson O, Zhang Q, Piatrik T, Isaksson B et al. ( 2016 ) . Is there any prognostic relevance of immunoprofiling biliopancreatic adenocarcinomas? . HPB vol. 18 , e734 - e734 .

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

Shu X, Zhang Q, Shi J, Qi Y ( 2016 ) . A Comparative Study on Weighted Central Moment and Its Application in 2D Shape Retrieval . Information vol. 7 , ( 1 ) 10 - 10 .

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

Xu Z, Zhang Q ( 2016 ) . Symmetry-Aware Human Shape Correspondence Using Skeleton . 632 - 641 .

Dong L, He L, Zhang Q ( 2015 ) . Discriminative Light Unsupervised Learning Network for Image Representation and Classification . Proceedings of the 23rd ACM international conference on Multimedia . Conference: MM '15: ACM Multimedia Conference1235 - 1238 .

Sobhani F, Kahar NF, Zhang Q ( 2015 ) . An ontology framework for automated visual surveillance system . 2015 13th International Workshop on Content-Based Multimedia Indexing (CBMI) . Conference: 2015 13th International Workshop on Content-Based Multimedia Indexing (CBMI) from: 10/06/2015 to: 12/06/2015 , 1 - 7 .

( 2015 ) . Action Recognition based on Subdivision-Fusion Model . Procedings of the British Machine Vision Conference 2015 . Conference: British Machine Vision Conference 201550.1 - 50.12 .

( 2014 ) . Accurate stereo 3D point cloud generation suitable for multi-view stereo reconstruction . VCIP . 307 - 310 .

( 2014 ) . Multimodal Fusion in Surveillance Applications . Fusion in Computer Vision , Springer

( 2013 ) . Human action recognition by fast dense trajectories . Proceedings of the 21st ACM international conference on Multimedia . Conference: MM '13: ACM Multimedia Conference377 - 380 .

( 2013 ) . Blending real with virtual in 3DLife . 2013 14th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS) . Conference: 2013 14th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS) from: 03/07/2013 to: 05/07/2013 , 1 - 4 .

( 2013 ) . Fuzzy ensembles for embedding adaptive behaviours in semi-autonomous avatars in 3D virtual worlds . 2013 18th International Conference on Digital Signal Processing (DSP) . Conference: 2013 18th International Conference on Digital Signal Processing (DSP) from: 01/07/2013 to: 03/07/2013 , 1 - 6 .

( 2013 ) . Improved indoor scene geometry recognition from single image based on depth map . IVMSP 20131 - 4 .

( 2013 ) . Multifeature analysis and semantic context learning for image classification . ACM Transactions on Multimedia Computing, Communications, and Applications vol. 9 , ( 2 ) 1 - 20 .

( 2013 ) . 3DLife - Bringing the Media Internet to Life . 339 - 341 .

( 2013 ) . A concise survey for 3D reconstruction of building façades . WIAMIS1 - 4 .

( 2013 ) . Histology Image Retrieval in Optimized Multifeature Spaces . IEEE Journal of Biomedical and Health Informatics vol. 17 , ( 1 ) 240 - 249 .

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 , Springer

( 2013 ) . Vision Based Semantic Analysis of Surveillance Videos . 83 - 125 .

( 2012 ) . A multi-modal dance corpus for research into interaction between humans in virtual environments . Journal on Multimodal User Interfaces

( 2012 ) . Enhanced multi-view dancing videos synchronisation . 2012 13th International Workshop on Image Analysis for Multimedia Interactive Services . Conference: 2012 13th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS) from: 23/05/2012 to: 25/05/2012 , 1 - 4 .

( 2012 ) . Bayesian Multimodal Fusion in Forensic Applications . 466 - 475 .

Sevillano X, Piatrik T, Chandramouli K, Zhang Q, Izquierdo E ( 2012 ) . Geo-tagging online videos using semantic expansion and visual analysis . WIAMIS . 1 - 4 .

( 2012 ) . Indexing Large Online Multimedia Repositories Using Semantic Expansion and Visual Analysis . IEEE Multim. vol. 19 , Article 3 , 53 - 61 .

( 2011 ) . Enhanced visualisation of dance performance from automatically synchronised multimodal recordings . Proceedings of the 19th ACM international conference on Multimedia . Conference: MM '11: ACM Multimedia Conference667 - 670 .

( 2011 ) . Semi-Automated Vision-Based Construction of Safety Models from Engineering Drawings . SAE International Journal of Aerospace vol. 4 , ( 2 ) Article 2011-01-2566 , 893 - 899 .

( 2011 ) . Multi-feature fusion for surveillance video indexing . International Workshop on Image Analysis for Multimedia Interactive Services .

( 2011 ) . OPTIMAL COMBINATION OF LOW-LEVEL FEATURES FOR SURVEILLANCE OBJECT RETRIEVAL . 2011 PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND MULTIMEDIA APPLICATIONS (SIGMAP 2011) .

( 2011 ) . Semantic Context Inference in Multimedia Search . Lecture Notes in Computer Science , Springer Berlin Heidelberg

( 2011 ) . Semi-automated vision-based construction of safety models from engineering drawings . SAE Technical Papers . 893 - 899 .

( 2010 ) . From mid-level to high-level: Semantic inference for multimedia retrieval . 2010 Fifth International Workshop Semantic Media Adaptation and Personalization . Conference: 2010 5th International Workshop on Semantic Media Adaptation and Personalization (SMAP) from: 09/12/2010 to: 10/12/2010 , 70 - 75 .

( 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 .

( 2010 ) . Analysing multimedia content in social networking environments . Proceedings of the 2010 ACM workshop on Social, adaptive and personalized multimedia interaction and access . Conference: MM '10: ACM Multimedia Conference73 - 76 .

( 2010 ) . Concept based interactive retrieval for social environment . Proceedings of the 2010 ACM workshop on Social, adaptive and personalized multimedia interaction and access . Conference: MM '10: ACM Multimedia Conference15 - 20 .

Zhang Q ( 2010 ) . Session details: Virtual cloning . Proceedings of the 2010 ACM workshop on Surreal media and virtual cloning . Conference: MM '10: ACM Multimedia Conference

( 2010 ) . Towards an expressive virtual tutor . Proceedings of the 2010 ACM workshop on Surreal media and virtual cloning . Conference: MM '10: ACM Multimedia Conference39 - 44 .

( 2010 ) . ACM workshop on surreal media and virtual cloning . Proceedings of the 18th ACM international conference on Multimedia . Conference: MM '10: ACM Multimedia Conference1767 - 1768 .

( 2010 ) . Guest Editorial . Journal of Multimedia vol. 5 , ( 2 )

Izquierdo E, Piatrik T, Zhang QN ( 2010 ) . 3DLife: Bringing the Media Internet to Life . LEVERAGING APPLICATIONS OF FORMAL METHODS, VERIFICATION, AND VALIDATION, PT II . vol. 6416 , 13 - 14 .

( 2010 ) . Demonstration for the 3DLife Framework . TOWARDS A SERVICE-BASED INTERNET . vol. 6481 , 205 - 206 .

Zhang Q, Izquierdo E ( 2008 ) . Bayesian learning and reasoning for context exploitation in visual information retrieval . 5th International Conference on Visual Information Engineering (VIE 2008) . Conference: 5th International Conference on Visual Information Engineering (VIE 2008)170 - 175 .

( 2008 ) . COST292 experimental framework for TRECVID 2008 . 2008 Trec Video Retrieval Evaluation Notebook Papers .

Zhang Q, Chandramouli K, Damnjanovic U, Piatrik T, Tolias G, Avrithis Y, Kapsalas P, Mylonas P et al. ( 2008 ) . COST292 experimental framework for TRECVID2008 . TRECVID .

( 2008 ) . Describing Objects with Multiple Features for Visual Information Retrieval and Annotation . 2008 Ninth International Workshop on Image Analysis for Multimedia Interactive Services . Conference: 2008 Ninth International Workshop on Image Analysis for Multimedia Interactive Services from: 07/05/2008 to: 09/05/2008 , 80 - 83 .

( 2008 ) . Visual Information Retrieval . Encyclopedia of Multimedia , Springer US

( 2007 ) . Adaptive salient block-based image retrieval in multi-feature space . SIGNAL PROCESS-IMAGE vol. 22 , ( 6 ) 591 - 603 .

( 2007 ) . Adaptive salient block based image retrieval in multi-feature space . 2007 INTERNATIONAL WORKSHOP ON CONTENT-BASED MULTIMEDIA INDEXING, PROCEEDINGS . 106 - 113 .

( 2007 ) . Combining low-level features for semantic extraction in image retrieval . EURASIP J ADV SIG PR Article 61423 ,

Zhang Q, Izquierdo E ( 2007 ) . Context inference in region-based image retrieval . SECOND INTERNATIONAL WORKSHOP ON SEMANTIC MEDIA ADAPTATION AND PERSONALIZATION, PROCEEDINGS . 187 - 192 .

( 2007 ) . The COST292 experimental framework for TRECVID 2007 . TRECVID .

Zhang QN, Izquierdo E ( 2006 ) . A Bayesian Network approach to multi-feature based image retrieval . Semantic Multimedia, Proceedings . vol. 4306 , 138 - 147 .

( 2006 ) . A multi-feature optimization approach to object-based-image classification . IMAGE AND VIDEO RETRIEVAL, PROCEEDINGS . vol. 4071 , 310 - 319 .

Ćalić J, Krämer P, Naci U, Vrochidis S, Aksoy S, Zhangk Q, Benois-Pineau J, Saracoglu A et al. ( 2006 ) . COST292 experimental framework for TRECVID 2006 . 2006 Trec Video Retrieval Evaluation Notebook Papers .

Wilkins P, Adamek T, Ferguson P, Hughes M, Jones GJF, Keenan G, McGuinness K, Malobabic J et al. ( 2006 ) . K-Space at TRECvid 2006 . TRECVID .

Zhang QN, Izquierdo E ( 2006 ) . Optimizing metrics combining low-level visual descriptors for image annotation and retrieval . 2006 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-13 . 1653 - 1656 .

Djordjevic D, Qianni Zhang, Izquierdo E ( 2005 ) . Fusion of semantic and visual information for automatic indexing and annotation of key frame images . 2nd European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology (EWIMT 2005) . Conference: 2nd European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology (EWIMT 2005)293 - 299 .