Zhiguo Jiang

Orcid: 0000-0001-8786-2540

Affiliations:
  • Beihang University, School of Astronautics, Image Processing Center, Beijing, China
  • Beihang University, Beijing Advanced Innovation Center for Biomedical Engineering, Beijing, China
  • Beihang University, Beijing Key Laboratory of Digital Media, Beijing, China


According to our database1, Zhiguo Jiang authored at least 162 papers between 2004 and 2025.

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Bibliography

2025
Positional encoding-guided transformer-based multiple instance learning for histopathology whole slide images classification.
Comput. Methods Programs Biomed., 2025

2024
Deep-Learning-Based Direct Attitude Estimation for Uncooperative Known Space Objects.
IEEE Trans. Aerosp. Electron. Syst., June, 2024

Label Evolution Based on Local Contrast Measure for Single-Point Supervised Infrared Small-Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

OPODet: Toward Open World Potential Oriented Object Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024

Weakly Supervised Remote Sensing Image Semantic Segmentation With Pseudo-Label Noise Suppression.
IEEE Trans. Geosci. Remote. Sens., 2024

Histopathology language-image representation learning for fine-grained digital pathology cross-modal retrieval.
Medical Image Anal., 2024

Thick Cloud Removal in Multitemporal Remote Sensing Images Using a Coarse-to-Fine Framework.
IEEE Geosci. Remote. Sens. Lett., 2024

Slide-based Graph Collaborative Training for Histopathology Whole Slide Image Analysis.
CoRR, 2024

Pan-cancer Histopathology WSI Pre-training with Position-aware Masked Autoencoder.
CoRR, 2024

Masked hypergraph learning for weakly supervised histopathology whole slide image classification.
Comput. Methods Programs Biomed., 2024

Leveraging IHC Staining to Prompt HER2 Status Prediction from HE-Stained Histopathology Whole Slide Images.
Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency Rehearsal.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

SlideGCD: Slide-Based Graph Collaborative Training with Knowledge Distillation for Whole Slide Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Satellite Video Super-Resolution via Unidirectional Recurrent Network and Various Degradation Modeling.
Proceedings of the IGARSS 2024, 2024

2023
Kernel Attention Transformer for Histopathology Whole Slide Image Analysis and Assistant Cancer Diagnosis.
IEEE Trans. Medical Imaging, September, 2023

Wavelet Integrated Convolutional Neural Network for Thin Cloud Removal in Remote Sensing Images.
Remote. Sens., February, 2023

A Closed-Loop Network for Single Infrared Remote Sensing Image Super-Resolution in Real World.
Remote. Sens., February, 2023

WSODet: A Weakly Supervised Oriented Detector for Aerial Object Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Dynamic Informative Proposal-Based Iterative Training Procedure for Weakly Supervised Object Detection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Position-Aware Masked Autoencoder for Histopathology WSI Representation Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Cervical Cell Classification Using Multi-Scale Feature Fusion and Channel-Wise Cross-Attention.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Rotated Ship Detection Based On Dense Points in High Resolution Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Unsupervised Multi-Spectral Image Super-Resolution Based on Conditional Variational Autoencoder.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Key-Points Based Anchor-Free Cervical Cell Detector.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Hyperspectral Image Classification Using Feature Fusion Hypergraph Convolution Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2022

Few-Shot Multi-Class Ship Detection in Remote Sensing Images Using Attention Feature Map and Multi-Relation Detector.
Remote. Sens., 2022

Encoding histopathology whole slide images with location-aware graphs for diagnostically relevant regions retrieval.
Medical Image Anal., 2022

Thin Cloud Removal for Remote Sensing Images Using a Physical-Model-Based CycleGAN With Unpaired Data.
IEEE Geosci. Remote. Sens. Lett., 2022

Kernel Attention Transformer (KAT) for Histopathology Whole Slide Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Global-Local Attention Network for Weakly Supervised Cervical Cytology ROI Analysis.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Multi-Frame Super-Resolution With Raw Images Via Modified Deformable Convolution.
Proceedings of the IEEE International Conference on Acoustics, 2022

Histopathology Cross-Modal Retrieval based on Dual-Transformer Network.
Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

2021
Diagnostic Regions Attention Network (DRA-Net) for Histopathology WSI Recommendation and Retrieval.
IEEE Trans. Medical Imaging, 2021

Stain Standardization Capsule for Application-Driven Histopathological Image Normalization.
IEEE J. Biomed. Health Informatics, 2021

Nonpairwise-Trained Cycle Convolutional Neural Network for Single Remote Sensing Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2021

Thin Cloud Removal for Multispectral Remote Sensing Images Using Convolutional Neural Networks Combined With an Imaging Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Few-Shot Ship Classification in Optical Remote Sensing Images Using Nearest Neighbor Prototype Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A Public Dataset for Fine-Grained Ship Classification in Optical Remote Sensing Images.
Remote. Sens., 2021

Selective focus saliency model driven by object class-awareness.
IET Image Process., 2021

Histopathology WSI Encoding based on GCNs for Scalable and Efficient Retrieval of Diagnostically Relevant Regions.
CoRR, 2021

Cervical cell classification with graph convolutional network.
Comput. Methods Programs Biomed., 2021

Self-Attention Fusion Module for Single Remote Sensing Image Super-Resolution.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Frequency-Based Convolutional Neural Network for Efficient Segmentation of Histopathology Whole Slide Images.
Proceedings of the Image and Graphics - 11th International Conference, 2021

2020
A Local Flatness Based Variational Approach to Retinex.
IEEE Trans. Image Process., 2020

Finding Arbitrary-Oriented Ships From Remote Sensing Images Using Corner Detection.
IEEE Geosci. Remote. Sens. Lett., 2020

Out-of-region keypoint localization for 6D pose estimation.
Image Vis. Comput., 2020

Skin lesion segmentation using high-resolution convolutional neural network.
Comput. Methods Programs Biomed., 2020

Tracing Diagnosis Paths on Histopathology WSIs for Diagnostically Relevant Case Recommendation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Cancer Sensitive Cascaded Networks (CSC-Net) for Efficient Histopathology Whole Slide Image Segmentation.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Informative Retrieval Framework for Histopathology Whole Slides Images Based on Deep Hashing Network.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
A Comparable Study of CNN-Based Single Image Super-Resolution for Space-Based Imaging Sensors.
Sensors, 2019

On-Board Ship Detection in Micro-Nano Satellite Based on Deep Learning and COTS Component.
Remote. Sens., 2019

Unsupervised Saliency Model with Color Markov Chain for Oil Tank Detection.
Remote. Sens., 2019

Unsupervised Oil Tank Detection by Shape-Guide Saliency Model.
IEEE Geosci. Remote. Sens. Lett., 2019

Real-time 6D pose estimation from a single RGB image.
Image Vis. Comput., 2019

Adaptive color deconvolution for histological WSI normalization.
Comput. Methods Programs Biomed., 2019

Subjective Saliency Model Driven by Multi-Cues Stimulus for Airport Detection.
IEEE Access, 2019

Star Detection and Accurate Centroiding for the Geosynchronous Interferometric Infrared Sounder of Fengyun-4A.
IEEE Access, 2019

Unsupervised Remote Sensing Image Super-Resolution Using Cycle CNN.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Histopathological Whole Slide Image Analysis Using Context-Based CBIR.
IEEE Trans. Medical Imaging, 2018

Size-Scalable Content-Based Histopathological Image Retrieval From Database That Consists of WSIs.
IEEE J. Biomed. Health Informatics, 2018

Vision-Based Pose Estimation for Textureless Space Objects by Contour Points Matching.
IEEE Trans. Aerosp. Electron. Syst., 2018

Robust Spacecraft Component Detection in Point Clouds.
Sensors, 2018

A Cloud Detection Method for Landsat 8 Images Based on PCANet.
Remote. Sens., 2018

Online Exemplar-Based Fully Convolutional Network for Aircraft Detection in Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2018

Higher Order Support Vector Random Fields for Hyperspectral Image Classification.
ISPRS Int. J. Geo Inf., 2018

Generating region proposals for histopathological whole slide image retrieval.
Comput. Methods Programs Biomed., 2018

Classification for Dermoscopy Images Using Convolutional Neural Networks Based on Region Average Pooling.
IEEE Access, 2018

Adaptive Haze Removal for Single Remote Sensing Image.
IEEE Access, 2018

Single Image Dehazing Using Improved Gray World Theory and Dark Channel Prior.
Proceedings of the New Frontiers in Artificial Intelligence, 2018

Semantic Segmentation of Aerial Image Using Fully Convolutional Network.
Proceedings of the Image and Graphics Technologies and Applications, 2018

Image Matching for Space Objects Based on Grid-Based Motion Statistics.
Proceedings of the Image and Graphics Technologies and Applications, 2018

Star Image Simulation and Subpixel Centroiding for an Earth Observing Sensor.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Inshore Ship Detection Based on Mask R-CNN.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Melanoma Classification on Dermoscopy Images Using a Neural Network Ensemble Model.
IEEE Trans. Medical Imaging, 2017

Breast Histopathological Image Retrieval Based on Latent Dirichlet Allocation.
IEEE J. Biomed. Health Informatics, 2017

Multiresolution Airport Detection via Hierarchical Reinforcement Learning Saliency Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

A Novel Spectral-Unmixing-Based Green Algae Area Estimation Method for GOCI Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

3D Reconstruction of Space Objects from Multi-Views by a Visible Sensor.
Sensors, 2017

Airport Detection Using End-to-End Convolutional Neural Network with Hard Example Mining.
Remote. Sens., 2017

Feature extraction from histopathological images based on nucleus-guided convolutional neural network for breast lesion classification.
Pattern Recognit., 2017

Orientation judgment for abstract paintings.
Multim. Tools Appl., 2017

Blur kernel estimation using sparsity and local smoothness prior.
J. Electronic Imaging, 2017

Automatic segmentation of dermoscopy images using saliency combined with Otsu threshold.
Comput. Biol. Medicine, 2017

Proposal based saliency model for generic target detection in remote sensing image.
Proceedings of the 2017 IEEE International Conference on Real-time Computing and Robotics, 2017

Content-based histopathological image retrieval for whole slide image database using binary codes.
Proceedings of the Medical Imaging 2017: Digital Pathology, 2017

Proposing regions from histopathological whole slide image for retrieval using Selective Search.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Spacecraft Component Detection in Point Clouds.
Proceedings of the Advances in Image and Graphics Technologies - 12th Chinese conference, 2017

Chimney and condensing tower detection based on faster R-CNN in high resolution remote sensing images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Region proposal for ship detection based on structured forests edge method.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Training deep convolution neural network with hard example mining for airport detection.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Kernel estimation for motion blur removal using deep convolutional neural network.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

No Reference Assessment of Image Visibility for Dehazing.
Proceedings of the Image and Graphics - 9th International Conference, 2017

Oil Tank Detection via Target-Driven Learning Saliency Model.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016
3D Plant Modeling Based on BP Neural Network.
Trans. Edutainment, 2016

Application-Driven No-Reference Quality Assessment for Dermoscopy Images With Multiple Distortions.
IEEE Trans. Biomed. Eng., 2016

No-Reference Assessment on Haze for Remote-Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2016

A DAISY descriptor based multi-view stereo method for large-scale scenes.
J. Vis. Commun. Image Represent., 2016

Pose Estimation of Space Objects Based on Hybrid Feature Matching of Contour Points.
Proceedings of the Advances in Image and Graphics Technologies - 11th Chinese Conference, 2016

Hierarchical reinforcement learning for saliency detection of low-resolution airports.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

High-resolution optical satellite image simulation of ship target in large sea scenes.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Semi-supervised Conditional Random Field for hyperspectral remote sensing image classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Sparsity-constrained probabilistic latent semantic analysis for land cover classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Sea-Land Segmentation Based on Template Matching.
Proceedings of the Fifth International Conference on Network, Communication and Computing, 2016

2015
Satellite recognition and pose estimation using homeomorphic manifold analysis.
IEEE Trans. Aerosp. Electron. Syst., 2015

Haze Removal for a Single Remote Sensing Image Based on Deformed Haze Imaging Model.
IEEE Signal Process. Lett., 2015

No Reference Uneven Illumination Assessment for Dermoscopy Images.
IEEE Signal Process. Lett., 2015

No Reference Quality Assessment for Multiply-Distorted Images Based on an Improved Bag-of-Words Model.
IEEE Signal Process. Lett., 2015

Adaptive segmentation based on multi-classification model for dermoscopy images.
Frontiers Comput. Sci., 2015

Factorization of view-object manifolds for joint object recognition and pose estimation.
Comput. Vis. Image Underst., 2015

No-reference hair occlusion assessment for dermoscopy images based on distribution feature.
Comput. Biol. Medicine, 2015

Ship Recognition Based on Active Learning and Composite Kernel SVM.
Proceedings of the Advances in Image and Graphics Technologies - 10th Chinese Conference, 2015

Pattern Classification for Dermoscopic Images Based on Structure Textons and Bag-of-Features Model.
Proceedings of the Image and Graphics - 8th International Conference, 2015

2014
Automatic Fastener Classification and Defect Detection in Vision-Based Railway Inspection Systems.
IEEE Trans. Instrum. Meas., 2014

Ship Detection in High-Resolution Optical Imagery Based on Anomaly Detector and Local Shape Feature.
IEEE Trans. Geosci. Remote. Sens., 2014

Subspace Matching Pursuit for Sparse Unmixing of Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens., 2014

Adaptive Graph Embedding Discriminant Projections.
Neural Process. Lett., 2014

Regularized least square discriminant projection and feature selection.
J. Electronic Imaging, 2014

Satellite Recognition via Sparse Coding Based Probabilistic Latent Semantic Analysis.
Int. J. Humanoid Robotics, 2014

Parts-probability-based vehicle detection.
Sci. China Inf. Sci., 2014

Pathology Image Retrieval by Block LBP Based pLSA Model with Low-Rank and Sparse Matrix Decomposition.
Proceedings of the Advances in Image and Graphics Technologies - Chinese Conference, 2014

Remote Sensing Image Change Detection Based on Low-Rank Representation.
Proceedings of the Advances in Image and Graphics Technologies - Chinese Conference, 2014

Shadow detection in remote sensing images based on weighted edge gradient ratio.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Retrieval of pathology image for breast cancer using PLSA model based on texture and pathological features.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Efficient sparse unmixing analysis for hyperspectral imagery based on random projection.
Neural Comput. Appl., 2013

A quasi-Newton-based spatial multiple materials detector for hyperspectral imagery.
Neural Comput. Appl., 2013

Unsupervised texture segmentation based on latent topic assignment.
J. Electronic Imaging, 2013

Sparse coding-based topic model for remote sensing image segmentation.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Optical Image Simulation System for Space Surveillance.
Proceedings of the Seventh International Conference on Image and Graphics, 2013

Automatic Skin Lesion Segmentation Based on Supervised Learning.
Proceedings of the Seventh International Conference on Image and Graphics, 2013

Pathological Image Retrieval for Breast Cancer with pLSA Model.
Proceedings of the Seventh International Conference on Image and Graphics, 2013

Local and Non-local Graph Regularized Sparse Coding for Face Recognition.
Proceedings of the Seventh International Conference on Image and Graphics, 2013

Joint Object and Pose Recognition Using Homeomorphic Manifold Analysis.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Hybrid linear and nonlinear complexity pursuit for blind source separation.
J. Comput. Appl. Math., 2012

Easy modeling of realistic trees from freehand sketches.
Frontiers Comput. Sci., 2012

Roof-top detection based on structural elements combination.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

SIFT-based Elastic sparse coding for image retrieval.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

An efficient hardware architecture of the optimised SIFT descriptor generation.
Proceedings of the 22nd International Conference on Field Programmable Logic and Applications (FPL), 2012

2011
Blind Source Separation Using Quadratic form Innovation.
Neural Process. Lett., 2011

A Hierarchical Connection Graph Algorithm for Gable-Roof Detection in Aerial Image.
IEEE Geosci. Remote. Sens. Lett., 2011

Iterative design of augmented reality device in Yuanmingyuan for public use.
Proceedings of the 10th International Conference on Virtual Reality Continuum and its Applications in Industry, 2011

Texture segmentation for remote sensing image based on texture-topic model.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Hyperspectral unmixing using non-negative matrix factorization with automatically estimating regularization parameters.
Proceedings of the Seventh International Conference on Natural Computation, 2011

Image segmentation with hierarchical topic assignment.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Fast fixed-point algorithm for blind separation of nonlinear autocorrelation and non-Gaussian sources.
Proceedings of the 3rd International Conference on Awareness Science and Technology, 2011

Spatial multiple materials detection in hyperspectral imagery.
Proceedings of the 3rd International Conference on Awareness Science and Technology, 2011

Augmented Reality in Exhibition and Entertainment for the Public.
Proceedings of the Handbook of Augmented Reality, 2011

2010
Natural gradient for temporally dependent component analysis.
Proceedings of the Sixth International Conference on Natural Computation, 2010

A method of automatically estimating the regularization parameter for Non-negative Matrix Factorization.
Proceedings of the Sixth International Conference on Natural Computation, 2010

2009
PDE-based unsupervised repair of hair-occluded information in dermoscopy images of melanoma.
Comput. Medical Imaging Graph., 2009

A Grammatical Framework for Building Rooftop Extraction.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Quadratic Form Innovation to Blind Source Separation.
Proceedings of the Fifth International Conference on Natural Computation, 2009

A Fixed-Point Algorithm for Nonnegative Independent Component Analysis.
Proceedings of the Fifth International Conference on Natural Computation, 2009

Maneuvering Target Tracking in Cluttered Background Based on Color Invariance and Support Vector Machine.
Proceedings of the Fifth International Conference on Image and Graphics, 2009

An architecture of optimised SIFT feature detection for an FPGA implementation of an image matcher.
Proceedings of the 2009 International Conference on Field-Programmable Technology, 2009

Gable Roof Description by Self-Avoiding Polygon.
Proceedings of the Computer Vision, 2009

2008
Generalized Complexity Pursuit.
Proceedings of the Fourth International Conference on Natural Computation, 2008

Independent Innovation Analysis for Hyperspectral Imagery Unmixing.
Proceedings of the Fourth International Conference on Natural Computation, 2008

2007
Skew Detection Algorithm for Form Document Based on Elongate Feature.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007

2006
Improved Parameters Estimating Scheme for E-HMM with Application to Face Recognition.
Proceedings of the Advances in Biometrics, International Conference, 2006

2004
A wavelet based algorithm for multi-focus micro-image fusion.
Proceedings of the Third International Conference on Image and Graphics, 2004


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