Qianni Zhang

Orcid: 0000-0001-7685-2187

According to our database1, Qianni Zhang authored at least 114 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
SASAN: Spectrum-Axial Spatial Approach Networks for Medical Image Segmentation.
IEEE Trans. Medical Imaging, August, 2024

Denoising of Optical Coherence Tomography Images in Ophthalmology Using Deep Learning: A Systematic Review.
J. Imaging, April, 2024

Sketch-Supervised Histopathology Tumour Segmentation: Dual CNN-Transformer With Global Normalised CAM.
IEEE J. Biomed. Health Informatics, January, 2024

IGReg: Image-Geometry-Assisted Point Cloud Registration via Selective Correlation Fusion.
IEEE Trans. Multim., 2024

Joint Neural Networks for One-shot Object Recognition and Detection.
CoRR, 2024

STS MICCAI 2023 Challenge: Grand challenge on 2D and 3D semi-supervised tooth segmentation.
CoRR, 2024

Retrieval-and-alignment based large-scale indoor point cloud semantic segmentation.
Sci. China Inf. Sci., 2024

POLYCORE: Polygon-based contour refinement for improved Intravascular Ultrasound Segmentation.
Comput. Biol. Medicine, 2024

SANGRE: a Shallow Attention Network Guided by Resolution Expansion for MR Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023
Stimulus-guided adaptive transformer network for retinal blood vessel segmentation in fundus images.
Medical Image Anal., October, 2023

POST-IVUS: A perceptual organisation-aware selective transformer framework for intravascular ultrasound segmentation.
Medical Image Anal., October, 2023

MSCA-Net: Multi-scale contextual attention network for skin lesion segmentation.
Pattern Recognit., July, 2023

Disagreement attention: Let us agree to disagree on computed tomography segmentation.
Biomed. Signal Process. Control., July, 2023

Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter.
IEEE Trans. Affect. Comput., 2023

Lesion Detection in Optical Coherence Tomography with Transformer-Enhanced Detector.
J. Imaging, 2023

Joint Dense-Point Representation for Contour-Aware Graph Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

3D Coronary Vessel Reconstruction from Bi-Plane Angiography Using Graph Convolutional Networks.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy.
IEEE J. Biomed. Health Informatics, 2022

Multimodal Gait Recognition for Neurodegenerative Diseases.
IEEE Trans. Cybern., 2022

Light Annotation Fine Segmentation: Histology Image Segmentation Based on VGG Fusion with Global Normalisation CAM.
Proceedings of the Computational Mathematics Modeling in Cancer Analysis, 2022

CTooth+: A Large-Scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation.
Proceedings of the Data Augmentation, Labelling, and Imperfections, 2022

Complexity Reduction of Learned In-Loop Filtering in Video Coding.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

DU-Net Based Unsupervised Contrastive Learning for Cancer Segmentation in Histology Images.
Proceedings of the Intelligent Robotics and Applications - 15th International Conference, 2022

CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography Images.
Proceedings of the Intelligent Robotics and Applications - 15th International Conference, 2022

Framework of Unsupervised based Denoising for Optical Coherence Tomography.
Proceedings of the 7th International Conference on Biomedical Signal and Image Processing, 2022

Attention Based Speckle Reduction for Optical Coherence Tomography in Ophthalmology and Dentistry.
Proceedings of the 15th International Congress on Image and Signal Processing, 2022

2021
Building High-Fidelity Human Body Models From User-Generated Data.
IEEE Trans. Multim., 2021

CANet: Context Aware Network for Brain Glioma Segmentation.
IEEE Trans. Medical Imaging, 2021

Deep Learning Methods for Lung Cancer Segmentation in Whole-Slide Histopathology Images - The ACDC@LungHP Challenge 2019.
IEEE J. Biomed. Health Informatics, 2021

Perceptual Underwater Image Enhancement With Deep Learning and Physical Priors.
IEEE Trans. Circuits Syst. Video Technol., 2021

SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images.
Medical Image Anal., 2021

Dispensed Transformer Network for Unsupervised Domain Adaptation.
CoRR, 2021

Structure-aware scale-adaptive networks for cancer segmentation in whole-slide images.
CoRR, 2021

Anatomy-Guided Parallel Bottleneck Transformer Network for Automated Evaluation of Root Canal Therapy.
CoRR, 2021

GT U-Net: A U-Net Like Group Transformer Network for Tooth Root Segmentation.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Toothpix: Pixel-Level Tooth Segmentation in Panoramic X-Ray Images based on Generative Adversarial Networks.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Trans-Attention Multiple Instance Learning for Cancer Tissue Classification in Digital Histopathology Images.
Proceedings of the ICBIP 2021: 6th International Conference on Biomedical Signal and Image Processing, Suzhou, China, August 20, 2021

2020
Detection perceptual underwater image enhancement with deep learning and physical priors.
CoRR, 2020

Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images - the ACDC@LungHP Challenge 2019.
CoRR, 2020

Deep Learning Based Brain Tumor Segmentation: A Survey.
CoRR, 2020

CANet: Context Aware Network for 3D Brain Tumor Segmentation.
CoRR, 2020

One Shot Logo Recognition Based on Siamese Neural Networks.
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Signet Ring Cells Detection in Histology Images with Similarity Learning.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

SU-Net and DU-Net Fusion for Tumour Segmentation in Histopathology Images.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Adversarial-Based Domain Adaptation Networks for Unsupervised Tumour Detection in Histopathology.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
Inverse boosting pruning trees for depression detection on Twitter.
CoRR, 2019

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

CNN and KPCA-Based Automated Feature Extraction for Real Time Driving Pattern Recognition.
IEEE Access, 2019

US-Net for Robust and Efficient Nuclei Instance Segmentation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

BEM-RCNN Segmentation Based on the Inadequately Labeled Moving Mesenchymal Stem Cells.
Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

2018
CUNet: A Compact Unsupervised Network For Image Classification.
IEEE Trans. Multim., 2018

ADORE: An Adaptive Holons Representation Framework for Human Pose Estimation.
IEEE Trans. Circuits Syst. Video Technol., 2018

Multilevel active registration for kinect human body scans: from low quality to high quality.
Multim. Syst., 2018

Detection of Breast Tumour Tissue Regions in Histopathological Images using Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Image Processing, 2018

Region Based User-Generated Human Body Scan Registration.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Tissue Region Growing for Hispathology Image Segmentation.
Proceedings of the 2018 3rd International Conference on Biomedical Imaging, 2018

Boundary-aided Human Body Shape and Pose Estimation from a Single Image for Garment Design and Manufacture.
Proceedings of the 39th Annual Conference of the European Association for Computer Graphics, 2018

Multi-scale context-aware networks for quantitative assessment of colorectal liver metastases.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

2016
Holons Visual Representation for Image Retrieval.
IEEE Trans. Multim., 2016

LSI: Latent semantic inference for natural image segmentation.
Pattern Recognit., 2016

A Comparative Study on Weighted Central Moment and Its Application in 2D Shape Retrieval.
Inf., 2016

Optimal kernel choice for domain adaption learning.
Eng. Appl. Artif. Intell., 2016

A Distributed Deep Representation Learning Model for Big Image Data Classification.
CoRR, 2016

CUNet: A Compact Unsupervised Network for Image Classification.
CoRR, 2016

NIST: An Image Classification Network to Image Semantic Retrieval.
CoRR, 2016

Decomposition and matching: Towards efficient automatic Chinese character stroke extraction.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Symmetry-Aware Human Shape Correspondence Using Skeleton.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Formal representation of events in a surveillance domain ontology.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Discriminative Light Unsupervised Learning Network for Image Representation and Classification.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

An ontology framework for automated visual surveillance system.
Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015

Action Recognition based on Subdivision-Fusion Model.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Multimodal Fusion in Surveillance Applications.
Proceedings of the Fusion in Computer Vision - Understanding Complex Visual Content, 2014

Accurate stereo 3D point cloud generation suitable for multi-view stereo reconstruction.
Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

2013
Vision Based Semantic Analysis of Surveillance Videos.
Proceedings of the Semantic Hyper/Multimedia Adaptation - Schemes and Applications, 2013

Predicting User Tags in Social Media Repositories Using Semantic Expansion and Visual Analysis.
Proceedings of the Social Media Retrieval, 2013

Multifeature analysis and semantic context learning for image classification.
ACM Trans. Multim. Comput. Commun. Appl., 2013

Histology Image Retrieval in Optimized Multifeature Spaces.
IEEE J. Biomed. Health Informatics, 2013

A multi-modal dance corpus for research into interaction between humans in virtual environments.
J. Multimodal User Interfaces, 2013

A concise survey for 3D reconstruction of building façades.
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

Blending real with virtual in 3DLife.
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

Human action recognition by fast dense trajectories.
Proceedings of the ACM Multimedia Conference, 2013

Improved indoor scene geometry recognition from single image based on depth map.
Proceedings of the 11th IVMSP Workshop: 3D Image/Video Technologies and Applications, 2013

Fuzzy ensembles for embedding adaptive behaviours in semi-autonomous avatars in 3D virtual worlds.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013

3DLife - Bringing the Media Internet to Life.
Proceedings of the Future Internet, 2013

2012
Indexing Large Online Multimedia Repositories Using Semantic Expansion and Visual Analysis.
IEEE Multim., 2012

Geo-tagging online videos using semantic expansion and visual analysis.
Proceedings of the 13th International Workshop on Image Analysis for Multimedia Interactive Services, 2012

Enhanced multi-view dancing videos synchronisation.
Proceedings of the 13th International Workshop on Image Analysis for Multimedia Interactive Services, 2012

Bayesian Multimodal Fusion in Forensic Applications.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2011
Optimal Combination of Low-level Features for Surveillance Object Retrieval.
Proceedings of the SIGMAP 2011, 2011

Enhanced visualisation of dance performance from automatically synchronised multimodal recordings.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Optimising Multi-feature Metric for Histology Image Retrieval.
Proceedings of the Medical Image Understanding and Analysis, 2011

Semantic Context Inference in Multimedia Search.
Proceedings of the Future Internet, 2011

2010
Guest Editorial.
J. Multim., 2010

From mid-level to high-level: Semantic inference for multimedia retrieval.
Proceedings of the 5th International Workshop on Semantic Media Adaptation and Personalization, 2010

Demonstration for the 3DLife Framework.
Proceedings of the Towards a Service-Based Internet - Third European Conference, 2010

Analysing multimedia content in social networking environments.
Proceedings of the 2010 ACM Workshop on Social, 2010

Towards an expressive virtual tutor: an implementation of a virtual tutor based on an empirical study of non-verbal behaviour.
Proceedings of the 2010 ACM Workshop on Surreal Media and Virtual Cloning, 2010

Concept based interactive retrieval for social environment.
Proceedings of the 2010 ACM Workshop on Social, 2010

ACM workshop on surreal media and virtual cloning.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

3DLife: Bringing the Media Internet to Life.
Proceedings of the Leveraging Applications of Formal Methods, Verification, and Validation, 2010

2008
Visual Information Retrieval.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Describing Objects with Multiple Features for Visual Information Retrieval and Annotation.
Proceedings of the Ninth International Workshop on Image Analysis for Multimedia Interactive Services, 2008


2007
Multi-feature Space Optimisation and Semantic Infer3ence for Visual Information Retrieval.
PhD thesis, 2007

Adaptive salient block-based image retrieval in multi-feature space.
Signal Process. Image Commun., 2007

Combining Low-Level Features for Semantic Extraction in Image Retrieval.
EURASIP J. Adv. Signal Process., 2007


Context Inference in Region-Based Image Retrieval.
Proceedings of the Second International Workshop on Semantic Media Adaptation and Personalization, 2007

2006


A Bayesian Network Approach to Multi-feature Based Image Retrieval.
Proceedings of the Semantic Multimedia, 2006

Optimizing Metrics Combining Low-Level Visual Descriptors for Image Annotation and Retrieval.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

A Multi-feature Optimization Approach to Object-Based Image Classification.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006


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