A Multi-feature Optimization Approach to Object-Based Image Classification. - Qianni Zhang; Ebroul Izquierdo (CIVR, 2006)

Optimizing Metrics Combining Low-Level Visual Descriptors for Image Annotation and Retrieval. - Qianni Zhang; Ebroul Izquierdo (ICASSP (2), 2006)

A Bayesian Network Approach to Multi-feature Based Image Retrieval. - Qianni Zhang; Ebroul Izquierdo (SAMT, 2006)

COST292 experimental framework for TRECVID 2006. - Janko Calic; Petra Krämer; Suphi Umut Naci; Stefanos Vrochidis; Sercan Aksoy; Qianni Zhang; Jenny Benois-Pineau; Ahmet Saraçoglu; Charalampos Doulaverakis; Roman Jarina; Neill W. Campbell; Vasileios Mezaris; et al. (TRECVID, 2006)

K-Space at TRECvid 2006. - Peter Wilkins; Tomasz Adamek; Paul Ferguson; Mark Hughes; Gareth J. F. Jones; Gordon Keenan; Kevin McGuinness; Jovanka Malobabic; Noel E. O'Connor; David A. Sadlier; Alan F. Smeaton; Rachid Benmokhtar; et al. (TRECVID, 2006)

Context Inference in Region-Based Image Retrieval. - Qianni Zhang; Ebroul Izquierdo (SMAP, 2007)

The COST292 experimental framework for TRECVID 2007. - Qianni Zhang; Krishna Chandramouli; Uros Damnjanovic; Tomas Piatrik; Ebroul Izquierdo; Marzia Corvaglia; Nicola Adami; Riccardo Leonardi; G. Yakin; Sercan Aksoy; Suphi Umut Naci; Alan Hanjalic; et al. (TRECVID, 2007)

Combining Low-Level Features for Semantic Extraction in Image Retrieval. - Qianni Zhang; Ebroul Izquierdo (EURASIP J. Adv. Signal Process., 2007)

Adaptive salient block-based image retrieval in multi-feature space. - Qianni Zhang; Ebroul Izquierdo (Signal Process. Image Commun., 2007)

Multi-feature Space Optimisation and Semantic Infer3ence for Visual Information Retrieval. - Qianni Zhang (2007)

COST292 experimental framework for TRECVID2008. - Qianni Zhang; Krishna Chandramouli; Uros Damnjanovic; Tomas Piatrik; Giorgos Tolias; Yannis Avrithis; Petros Kapsalas; Phivos Mylonas; Evaggelos Spyrou; Boris Mansencal; Jenny Benois-Pineau; Ahmet Saracoglu; et al. (TRECVID, 2008)

Describing Objects with Multiple Features for Visual Information Retrieval and Annotation. - Qianni Zhang; Ebroul Izquierdo (WIAMIS, 2008)

Visual Information Retrieval. - Qianni Zhang; Ebroul Izquierdo (Encyclopedia of Multimedia, 2008)

3DLife: Bringing the Media Internet to Life. - Ebroul Izquierdo; Tomas Piatrik; Qianni Zhang (ISoLA (2), 2010)

ACM workshop on surreal media and virtual cloning. - Ebroul Izquierdo; Yang Cai 002; Qianni Zhang; Manuel García-Herranz (ACM Multimedia, 2010)

Concept based interactive retrieval for social environment. - Tijana Janjusevic; Qianni Zhang; Krishna Chandramouli; Ebroul Izquierdo (SAPMIA@MM, 2010)

Towards an expressive virtual tutor: an implementation of a virtual tutor based on an empirical study of non-verbal behaviour. - Maher Ben Moussa; Zerrin Kasap; Nadia Magnenat-Thalmann; Krishna Chandramouli; Seyed Navid Haji Mirza; Qianni Zhang; Ebroul Izquierdo; Iordanis Biperis; Petros Daras (SMVC@MM, 2010)

Analysing multimedia content in social networking environments. - Naeem Ramzan; Charalampos Z. Patrikakis; Qianni Zhang; Ebroul Izquierdo (SAPMIA@MM, 2010)

Demonstration for the 3DLife Framework. - Qianni Zhang; Ebroul Izquierdo (ServiceWave, 2010)

From mid-level to high-level: Semantic inference for multimedia retrieval. - Qianni Zhang; Ebroul Izquierdo (SMAP, 2010)

Guest Editorial. - Ebroul Izquierdo; Anthony T. S. Ho; Hyoung Joong Kim; Qianni Zhang (J. Multim., 2010)

Semantic Context Inference in Multimedia Search. - Qianni Zhang; Ebroul Izquierdo (Future Internet Assembly, 2011)

Optimising Multi-feature Metric for Histology Image Retrieval. - Qianni Zhang; Ebroul Izquierdo (MIUA, 2011)

Enhanced visualisation of dance performance from automatically synchronised multimodal recordings. - Marc Gowing; Philip Kelly; Noel E. O'Connor; Cyril Concolato; Slim Essid; Jean Le Feuvre; Robin Tournemenne; Ebroul Izquierdo; Vlado Kitanovski; Xinyu Lin; Qianni Zhang (ACM Multimedia, 2011)

Optimal Combination of Low-level Features for Surveillance Object Retrieval. - Virginia Fernandez Arguedas; Krishna Chandramouli; Qianni Zhang; Ebroul Izquierdo (SIGMAP, 2011)

Bayesian Multimodal Fusion in Forensic Applications. - Virginia Fernandez Arguedas; Qianni Zhang; Ebroul Izquierdo (ECCV Workshops (3), 2012)

Enhanced multi-view dancing videos synchronisation. - Xinyu Lin; Vlado Kitanovski; Qianni Zhang; Ebroul Izquierdo (WIAMIS, 2012)

Geo-tagging online videos using semantic expansion and visual analysis. - Xavier Sevillano; Tomas Piatrik; Krishna Chandramouli; Qianni Zhang; Ebroul Izquierdo (WIAMIS, 2012)

Indexing Large Online Multimedia Repositories Using Semantic Expansion and Visual Analysis. - Xavier Sevillano; Tomas Piatrik; Krishna Chandramouli; Qianni Zhang; Ebroul Izquierdo (IEEE Multim., 2012)

3DLife - Bringing the Media Internet to Life. - Qianni Zhang; Noel E. O'Connor; Ebroul Izquierdo (Future Internet Assembly, 2013)

Fuzzy ensembles for embedding adaptive behaviours in semi-autonomous avatars in 3D virtual worlds. - Julie A. Wall; Ebroul Izquierdo; Qianni Zhang (DSP, 2013)

Improved indoor scene geometry recognition from single image based on depth map. - Yixian Liu; Xinyu Lin; Qianni Zhang; Ebroul Izquierdo (IVMSP, 2013)

Human action recognition by fast dense trajectories. - Zong Bo Hao; Qianni Zhang; Ebroul Izquierdo; Nan Sang (ACM Multimedia, 2013)

Blending real with virtual in 3DLife. - Konstantinos C. Apostolakis; Dimitrios S. Alexiadis; Petros Daras; David S. Monaghan; Noel E. O'Connor; Benjamin Prestele; Peter Eisert; Gaël Richard; Qianni Zhang; Ebroul Izquierdo; Maher Ben Moussa; Nadia Magnenat-Thalmann (WIAMIS, 2013)

A concise survey for 3D reconstruction of building façades. - Patrycia Klavdianos; Qianni Zhang; Ebroul Izquierdo (WIAMIS, 2013)

A multi-modal dance corpus for research into interaction between humans in virtual environments. - Slim Essid; Xinyu Lin; Marc Gowing; Georgios Kordelas; Anil Aksay; Philip Kelly; Thomas Fillon; Qianni Zhang; Alfred Dielmann; Vlado Kitanovski; Robin Tournemenne; Aymeric Masurelle; et al. (J. Multimodal User Interfaces, 2013)

Histology Image Retrieval in Optimized Multifeature Spaces. - Qianni Zhang; Ebroul Izquierdo (IEEE J. Biomed. Health Informatics, 2013)

Multifeature analysis and semantic context learning for image classification. - Qianni Zhang; Ebroul Izquierdo (ACM Trans. Multim. Comput. Commun. Appl., 2013)

Predicting User Tags in Social Media Repositories Using Semantic Expansion and Visual Analysis. - Tomas Piatrik; Qianni Zhang; Xavier Sevillano; Ebroul Izquierdo (Social Media Retrieval, 2013)

Vision Based Semantic Analysis of Surveillance Videos. - Virginia Fernandez Arguedas; Qianni Zhang; Krishna Chandramouli; Ebroul Izquierdo (Semantic Hyper/Multimedia Adaptation, 2013)

Accurate stereo 3D point cloud generation suitable for multi-view stereo reconstruction. - Georgios A. Kordelas; Petros Daras; Patrycia Klavdianos; Ebroul Izquierdo; Qianni Zhang (VCIP, 2014)

Multimodal Fusion in Surveillance Applications. - Virginia Fernandez Arguedas; Qianni Zhang; Ebroul Izquierdo (Fusion in Computer Vision, 2014)

Action Recognition based on Subdivision-Fusion Model. - Zong Bo Hao; Linlin Lu; Qianni Zhang; Jie Wu; Ebroul Izquierdo; Juanyu Yang; Jun Zhao (BMVC, 2015)

An ontology framework for automated visual surveillance system. - Faranak Sobhani; Nur Farhan Kahar; Qianni Zhang (CBMI, 2015)

Discriminative Light Unsupervised Learning Network for Image Representation and Classification. - Le Dong; Ling He; Qianni Zhang (ACM Multimedia, 2015)

Formal representation of events in a surveillance domain ontology. - Faranak Sobhani; Krishna Chandramouli; Qianni Zhang; Ebroul Izquierdo (ICIP, 2016)

Symmetry-Aware Human Shape Correspondence Using Skeleton. - Zongyi Xu; Qianni Zhang (MMM (1), 2016)

Decomposition and matching: Towards efficient automatic Chinese character stroke extraction. - Zongyi Xu; Yan Liang; Qianni Zhang; Le Dong; Ebroul Izquierdo (VCIP, 2016)

NIST: An Image Classification Network to Image Semantic Retrieval. - Le Dong; Xiuyuan Chen; Mengdie Mao; Qianni Zhang (CoRR, 2016)

CUNet: A Compact Unsupervised Network for Image Classification. - Le Dong; Ling He; Gaipeng Kong; Qianni Zhang; Xiaochun Cao; Ebroul Izquierdo (CoRR, 2016)

A Distributed Deep Representation Learning Model for Big Image Data Classification. - Le Dong; Na Lv; Qianni Zhang; Shanshan Xie; Ling He; Mengdie Mao (CoRR, 2016)

Optimal kernel choice for domain adaption learning. - Le Dong; Ning Feng; Pinjie Quan; Gaipeng Kong; Xiuyuan Chen; Qianni Zhang (Eng. Appl. Artif. Intell., 2016)

A Comparative Study on Weighted Central Moment and Its Application in 2D Shape Retrieval. - Xin Shu; Qianni Zhang; Jinlong Shi; Yunsong Qi (Inf., 2016)

LSI: Latent semantic inference for natural image segmentation. - Le Dong; Ning Feng; Qianni Zhang (Pattern Recognit., 2016)

Holons Visual Representation for Image Retrieval. - Le Dong; Yan Liang; Gaipeng Kong; Qianni Zhang; Xiaochun Cao; Ebroul Izquierdo (IEEE Trans. Multim., 2016)

Multi-scale context-aware networks for quantitative assessment of colorectal liver metastases. - Zhaoyang Xu; Qianni Zhang (BHI, 2018)

Boundary-aided Human Body Shape and Pose Estimation from a Single Image for Garment Design and Manufacture. - Zongyi Xu; Qianni Zhang (Eurographics (Posters), 2018)

Tissue Region Growing for Hispathology Image Segmentation. - Zhaoyang Xu; Carlos Fernández Moro; Danyil Kuznyecov; Béla Bozóky; Le Dong; Qianni Zhang (ICBSP, 2018)

Region Based User-Generated Human Body Scan Registration. - Zongyi Xu; Qianni Zhang (ICME, 2018)

Detection of Breast Tumour Tissue Regions in Histopathological Images using Convolutional Neural Networks. - Yibao Sun; Zhaoyang Xu; Carina Strell; Carlos Fernández Moro; Fredrik Warnberg; Le Dong; Qianni Zhang (IPAS, 2018)

Multilevel active registration for kinect human body scans: from low quality to high quality. - Zongyi Xu; Qianni Zhang; Shiyang Cheng 001 (Multim. Syst., 2018)

ADORE: An Adaptive Holons Representation Framework for Human Pose Estimation. - Le Dong; Xiuyuan Chen; Ran Wang; Qianni Zhang; Ebroul Izquierdo (IEEE Trans. Circuits Syst. Video Technol., 2018)

CUNet: A Compact Unsupervised Network For Image Classification. - Le Dong; Ling He; Mengdie Mao; Gaipeng Kong; Xi Wu 004; Qianni Zhang; Xiaochun Cao; Ebroul Izquierdo (IEEE Trans. Multim., 2018)

BEM-RCNN Segmentation Based on the Inadequately Labeled Moving Mesenchymal Stem Cells. - Jingxiong Li; Yaqi Wang 002; Qianni Zhang (ICIAR (2), 2019)

US-Net for Robust and Efficient Nuclei Instance Segmentation. - Zhaoyang Xu; Faranak Sobhani; Carlos Fernández Moro; Qianni Zhang (ISBI, 2019)

CNN and KPCA-Based Automated Feature Extraction for Real Time Driving Pattern Recognition. - Liang Xie 005; Jili Tao; Qianni Zhang; Huiyu Zhou 001 (IEEE Access, 2019)

GAN-based Virtual Re-Staining: A Promising Solution for Whole Slide Image Analysis. - Zhaoyang Xu; Carlos Fernández Moro; Béla Bozóky; Qianni Zhang (CoRR, 2019)

Inverse boosting pruning trees for depression detection on Twitter. - Lei Tong; Xiangrong Zhang; Qianni Zhang; Abdul Hamid Sadka; Ling Li 010; Huiyu Zhou 001 (CoRR, 2019)

Adversarial-Based Domain Adaptation Networks for Unsupervised Tumour Detection in Histopathology. - Gonçalo Figueira; Yaqi Wang 002; Lingling Sun; Huiyu Zhou 001; Qianni Zhang (ISBI, 2020)

SU-Net and DU-Net Fusion for Tumour Segmentation in Histopathology Images. - Yilong Li; Zhaoyang Xu; Yaqi Wang 002; Huiyu Zhou 001; Qianni Zhang (ISBI, 2020)

Signet Ring Cells Detection in Histology Images with Similarity Learning. - Yibao Sun; Xingru Huang; Edgar Giussepi Lopez Molina; Le Dong; Qianni Zhang (ISBI, 2020)

One Shot Logo Recognition Based on Siamese Neural Networks. - Camilo Vargas; Qianni Zhang; Ebroul Izquierdo (ICMR, 2020)

CANet: Context Aware Network for 3D Brain Tumor Segmentation. - Zhihua Liu; Lei Tong; Long Chen 019; Feixiang Zhou; Zheheng Jiang; Qianni Zhang; Yinhai Wang; Caifeng Shan; Ling Li 010; Huiyu Zhou 001 (CoRR, 2020)

Deep Learning Based Brain Tumor Segmentation: A Survey. - Zhihua Liu; Long Chen 019; Lei Tong; Feixiang Zhou; Zheheng Jiang; Qianni Zhang; Caifeng Shan; Yinhai Wang; Xiangrong Zhang; Ling Li 010; Huiyu Zhou 001 (CoRR, 2020)

Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images - the ACDC@LungHP Challenge 2019. - Zhang Li; Jiehua Zhang; Tao Tan 002; Xichao Teng; Xiaoliang Sun; Yang Li 058; Lihong Liu; Yang Xiao; Byungjae Lee; Yilong Li; Qianni Zhang; Shujiao Sun; et al. (CoRR, 2020)

Detection perceptual underwater image enhancement with deep learning and physical priors. - Long Chen 019; Zheheng Jiang; Lei Tong; Zhihua Liu; Aite Zhao; Qianni Zhang; Junyu Dong; Huiyu Zhou 001 (CoRR, 2020)

Trans-Attention Multiple Instance Learning for Cancer Tissue Classification in Digital Histopathology Images. - Afaf Alharbi; Yaqi Wang 002; Qianni Zhang (ICBIP, 2021)

Toothpix: Pixel-Level Tooth Segmentation in Panoramic X-Ray Images based on Generative Adversarial Networks. - Weiwei Cui 003; Liaoyuan Zeng; Bunsan Chong; Qianni Zhang (ISBI, 2021)

GT U-Net: A U-Net Like Group Transformer Network for Tooth Root Segmentation. - Yunxiang Li; Shuai Wang 003; Jun Wang 041; Guodong Zeng; Wenjun Liu; Qianni Zhang; Qun Jin; Yaqi Wang 002 (MLMI@MICCAI, 2021)

Anatomy-Guided Parallel Bottleneck Transformer Network for Automated Evaluation of Root Canal Therapy. - Yunxiang Li; Guodong Zeng; Yifan Zhang; Jun Wang 041; Qianni Zhang; Qun Jin; Lingling Sun; Qisi Lian; Neng Xia; Ruizi Peng; Kai Tang; Yaqi Wang 002; et al. (CoRR, 2021)

Structure-aware scale-adaptive networks for cancer segmentation in whole-slide images. - Yibao Sun; Edgar Giussepi Lopez Molina; Yaqi Wang 002; Xingru Huang; Huiyu Zhou 001; Qianni Zhang (CoRR, 2021)

Dispensed Transformer Network for Unsupervised Domain Adaptation. - Yunxiang Li; Jingxiong Li; Ruilong Dan; Shuai Wang 003; Kai Jin; Guodong Zeng; Jun Wang 041; Xiangji Pan; Qianni Zhang; Huiyu Zhou 001; Qun Jin; Li Wang 026; et al. (CoRR, 2021)

SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images. - Yibao Sun; Xingru Huang; Huiyu Zhou 001; Qianni Zhang (Medical Image Anal., 2021)

Perceptual Underwater Image Enhancement With Deep Learning and Physical Priors. - Long Chen 019; Zheheng Jiang; Lei Tong; Zhihua Liu; Aite Zhao; Qianni Zhang; Junyu Dong; Huiyu Zhou 001 (IEEE Trans. Circuits Syst. Video Technol., 2021)

Deep Learning Methods for Lung Cancer Segmentation in Whole-Slide Histopathology Images - The ACDC@LungHP Challenge 2019. - Zhang Li; Jiehua Zhang; Tao Tan 002; Xichao Teng; Xiaoliang Sun; Hong Zhao; Lihong Liu; Yang Xiao; Byungjae Lee; Yilong Li; Qianni Zhang; Shujiao Sun; et al. (IEEE J. Biomed. Health Informatics, 2021)

CANet: Context Aware Network for Brain Glioma Segmentation. - Zhihua Liu; Lei Tong; Long Chen 019; Feixiang Zhou; Zheheng Jiang; Qianni Zhang; Yinhai Wang; Caifeng Shan; Ling Li 010; Huiyu Zhou 001 (IEEE Trans. Medical Imaging, 2021)

Building High-Fidelity Human Body Models From User-Generated Data. - Zongyi Xu; Wei Chang; Yindi Zhu; Le Dong; Huiyu Zhou 001; Qianni Zhang (IEEE Trans. Multim., 2021)

Attention Based Speckle Reduction for Optical Coherence Tomography in Ophthalmology and Dentistry. - Hanya Tamer Ahmed; Qianni Zhang; Robert Donnan; Akram Alomainy (CISP-BMEI, 2022)

Framework of Unsupervised based Denoising for Optical Coherence Tomography. - Hanya Tamer Ahmed; Qianni Zhang; Robert Donnan; Akram Alomainy (ICBIP, 2022)

CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography Images. - Weiwei Cui 003; Yaqi Wang 002; Qianni Zhang; Huiyu Zhou 001; Dan Song; Xingyong Zuo; Gangyong Jia; Liaoyuan Zeng (ICIRA (4), 2022)

DU-Net Based Unsupervised Contrastive Learning for Cancer Segmentation in Histology Images. - Yilong Li; Yaqi Wang 002; Huiyu Zhou 001; Huaqiong Wang; Gangyong Jia; Qianni Zhang (ICIRA (4), 2022)

Complexity Reduction of Learned In-Loop Filtering in Video Coding. - Woody Bayliss; Luka Murn; Ebroul Izquierdo; Qianni Zhang; Marta Mrak (ISCAS, 2022)

CTooth+: A Large-Scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation. - Weiwei Cui 003; Yaqi Wang 002; Yilong Li; Dan Song; Xingyong Zuo; Jiaojiao Wang; Yifan Zhang; Huiyu Zhou 001; Bungsan Chong; Liaoyuan Zeng; Qianni Zhang (DALI@MICCAI, 2022)

Light Annotation Fine Segmentation: Histology Image Segmentation Based on VGG Fusion with Global Normalisation CAM. - Yilong Li; Yaqi Wang 002; Le Dong; Juan Ye; Linyan Wang; Ruiquan Ge; Huiyu Zhou 001; Qianni Zhang (CMMCA@MICCAI, 2022)

Multimodal Gait Recognition for Neurodegenerative Diseases. - Aite Zhao; Jianbo Li; Junyu Dong; Lin Qi 004; Qianni Zhang; Ning Li 012; Xin Wang 068; Huiyu Zhou 001 (IEEE Trans. Cybern., 2022)

AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy. - Yunxiang Li; Guodong Zeng; Yifan Zhang; Jun Wang 041; Qun Jin; Lingling Sun; Qianni Zhang; Qisi Lian; Guiping Qian; Neng Xia; Ruizi Peng; Kai Tang; et al. (IEEE J. Biomed. Health Informatics, 2022)

Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation. - Zongyi Xu; Bo Yuan; Shanshan Zhao 001; Qianni Zhang; Xinbo Gao 001 (ICCV, 2023)

3D Coronary Vessel Reconstruction from Bi-Plane Angiography Using Graph Convolutional Networks. - Kit Mills Bransby; Vincenzo Tufaro; Murat Çap; Greg G. Slabaugh; Christos Bourantas; Qianni Zhang (ISBI, 2023)

Joint Dense-Point Representation for Contour-Aware Graph Segmentation. - Kit Mills Bransby; Gregory G. Slabaugh; Christos Bourantas; Qianni Zhang (MICCAI (3), 2023)

Lesion Detection in Optical Coherence Tomography with Transformer-Enhanced Detector. - Hanya Tamer Ahmed; Qianni Zhang; Ferranti Wong; Robert Donnan; Akram Alomainy (J. Imaging, 2023)

Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter. - Lei Tong; Zhihua Liu; Zheheng Jiang; Feixiang Zhou; Long Chen 019; Jialin Lyu; Xiangrong Zhang; Qianni Zhang; Abdul Hamid Sadka; Yinhai Wang; Ling Li 010; Huiyu Zhou 001 (IEEE Trans. Affect. Comput., 2023)

Disagreement attention: Let us agree to disagree on computed tomography segmentation. - Edgar Giussepi Lopez Molina; Xingru Huang; Qianni Zhang (Biomed. Signal Process. Control., 2023)

MSCA-Net: Multi-scale contextual attention network for skin lesion segmentation. - Yongheng Sun; Duwei Dai; Qianni Zhang; Yaqi Wang 002; Songhua Xu; Chunfeng Lian (Pattern Recognit., 2023)

POST-IVUS: A perceptual organisation-aware selective transformer framework for intravascular ultrasound segmentation. - Xingru Huang; Retesh Bajaj; Yilong Li; Xin Ye 006; Ji Lin 004; Francesca Pugliese; Anantharaman Ramasamy; Yue Gu; Yaqi Wang 002; Ryo Torii; Jouke Dijkstra; Huiyu Zhou 001; et al. (Medical Image Anal., 2023)

Stimulus-guided adaptive transformer network for retinal blood vessel segmentation in fundus images. - Ji Lin 004; Xingru Huang; Huiyu Zhou 001; Yaqi Wang 002; Qianni Zhang (Medical Image Anal., 2023)

SANGRE: a Shallow Attention Network Guided by Resolution Expansion for MR Image Segmentation. - Ying He; Marc E. Miquel; Qianni Zhang (MICCAI (9), 2024)

POLYCORE: Polygon-based contour refinement for improved Intravascular Ultrasound Segmentation. - Kit Mills Bransby; Retesh Bajaj; Anantharaman Ramasamy; Murat Çap; Nathan Yap; Gregory G. Slabaugh; Christos Bourantas; Qianni Zhang (Comput. Biol. Medicine, 2024)

Retrieval-and-alignment based large-scale indoor point cloud semantic segmentation. - Zongyi Xu; Xiaoshui Huang; Bo Yuan; Yangfu Wang; Qianni Zhang; Weisheng Li 001; Xinbo Gao 001 (Sci. China Inf. Sci., 2024)

STS MICCAI 2023 Challenge: Grand challenge on 2D and 3D semi-supervised tooth segmentation. - Yaqi Wang 002; Yifan Zhang; Xiaodiao Chen; Shuai Wang 003; Dahong Qian; Fan Ye; Feng Xu; Hongyuan Zhang 002; Qianni Zhang; Chengyu Wu; Yunxiang Li; Weiwei Cui 003; et al. (CoRR, 2024)

Joint Neural Networks for One-shot Object Recognition and Detection. - Camilo Vargas; Qianni Zhang; Ebroul Izquierdo (CoRR, 2024)

IGReg: Image-Geometry-Assisted Point Cloud Registration via Selective Correlation Fusion. - Zongyi Xu; Xinqi Jiang; Xinyu Gao; Rui Gao; Changjun Gu; Qianni Zhang; Weisheng Li 001; Xinbo Gao 001 (IEEE Trans. Multim., 2024)

Sketch-Supervised Histopathology Tumour Segmentation: Dual CNN-Transformer With Global Normalised CAM. - Yilong Li; Linyan Wang; Xingru Huang; Yaqi Wang 002; Le Dong; Ruiquan Ge; Huiyu Zhou 001; Juan Ye; Qianni Zhang (IEEE J. Biomed. Health Informatics, 2024)

Denoising of Optical Coherence Tomography Images in Ophthalmology Using Deep Learning: A Systematic Review. - Hanya Tamer Ahmed; Qianni Zhang; Robert Donnan; Akram Alomainy (J. Imaging, 2024)

SASAN: Spectrum-Axial Spatial Approach Networks for Medical Image Segmentation. - Xingru Huang; Jian Huang 015; Kai Zhao; Tianyun Zhang; Zhi Li; Changpeng Yue; Wenhao Chen; Ruihao Wang; Xuanbin Chen; Qianni Zhang; Ying Fu 001; Yangyundou Wang; et al. (IEEE Trans. Medical Imaging, 2024)

DAG-UNet: Dissimilarity-Aware Global Context Guided Lightweight UNet for Medical Image Segmentation. - Ying He; Qianni Zhang; Marc E. Miquel (ISBI, 2025)

DEFN: Dual-Encoder Fourier Group Harmonics Network for three-dimensional indistinct-boundary object segmentation. - Xiaohua Jiang; Yihao Guo; Jian Huang 015; Yuting Wu; Meiyi Luo; Zhaoyang Xu; Qianni Zhang; Xingru Huang; Hong He; Shaowei Jiang; Jing Ye; Mang Xiao (Expert Syst. Appl., 2025)

S2Reg: Structure-semantics collaborative point cloud registration. - Zongyi Xu; Xinyu Gao; Xinqi Jiang; Shiyang Cheng 001; Qianni Zhang; Weisheng Li 001; Xinbo Gao 001 (Pattern Recognit., 2025)

A novel framework for fully-automated co-registration of intravascular ultrasound and optical coherence tomography imaging data. - Xingwei He 007; Kit Mills Bransby; Ahmet Emir Ulutas; Thamil Kumaran; Nathan Angelo Lecaros Yap; Gonul Zeren; Hesong Zeng; Yaojun Zhang; Andreas Baumbach; James Moon; Anthony Mathur; Jouke Dijkstra; et al. (CoRR, 2025)

MICCAI 2023 STS Challenge: A retrospective study of semi-supervised approaches for teeth segmentation. - Yaqi Wang 002; Yifan Zhang; Xiaodiao Chen; Shuai Wang 003; Dahong Qian; Fan Ye; Feng Xu; Hongyuan Zhang 002; Ruilong Dan; Qianni Zhang; Xingru Huang; Zhao Huang; et al. (Pattern Recognit., 2026)