2025
Self-Supervised Representation Distribution Learning for Reliable Data Augmentation in Histopathology WSI Classification.
IEEE Trans. Medical Imaging, January, 2025
2024
SGIQA: Semantic-Guided No-Reference Image Quality Assessment.
IEEE Trans. Broadcast., December, 2024
Deep-Learning-Based Direct Attitude Estimation for Uncooperative Known Space Objects.
IEEE Trans. Aerosp. Electron. Syst., June, 2024
Proxy and Cross-Stripes Integration Transformer for Remote Sensing Image Dehazing.
IEEE Trans. Geosci. Remote. Sens., 2024
Remote Sensing Image Rectangling With Iterative Warping Kernel Self-Correction Transformer.
IEEE Trans. Geosci. Remote. Sens., 2024
Infrared Small Target Detection Based on Monogenic Signal Decomposition.
IEEE Trans. Geosci. Remote. Sens., 2024
Robust Haze and Thin Cloud Removal via Conditional Variational Autoencoders.
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
Adapt CLIP as Aggregation Instructor for Image Dehazing.
CoRR, 2024
Pan-cancer Histopathology WSI Pre-training with Position-aware Masked Autoencoder.
CoRR, 2024
I2M2Net: Inter/Intra-modal Feature Masking Self-distillation for Incomplete Multimodal Skin Lesion Diagnosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 Workshops, 2024
Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
Kernel Attention Transformer for Histopathology Whole Slide Image Analysis and Assistant Cancer Diagnosis.
IEEE Trans. Medical Imaging, September, 2023
TFormer: A throughout fusion transformer for multi-modal skin lesion diagnosis.
Comput. Biol. Medicine, May, 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
Skin lesion classification based on two-modal images using a multi-scale fully-shared fusion network.
Comput. Methods Programs Biomed., February, 2023
Feedback Network for Compact Thin Cloud Removal.
IEEE Geosci. Remote. Sens. Lett., 2023
ECL: Class-Enhancement Contrastive Learning for Long-Tailed Skin Lesion Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Position-Aware Masked Autoencoder for Histopathology WSI Representation Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
2022
Small Target Detection From Infrared Remote Sensing Images Using Local Adaptive Thresholding.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Encoding histopathology whole slide images with location-aware graphs for diagnostically relevant regions retrieval.
Medical Image Anal., 2022
Dermoscopic image retrieval based on rotation-invariance deep hashing.
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
Semantic Segmentation of Remote Sensing Image Based on Regional Self-Attention Mechanism.
IEEE Geosci. Remote. Sens. Lett., 2022
TFormer: A throughout fusion transformer for multi-modal skin lesion diagnosis.
CoRR, 2022
A rotation meanout network with invariance for dermoscopy image classification and retrieval.
Comput. Biol. Medicine, 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
Multi-Frame Super-Resolution With Raw Images Via Modified Deformable Convolution.
Proceedings of the IEEE International Conference on Acoustics, 2022
A Two-Stage Shake-Shake Network for Long-Tailed Recognition of SAR Aerial View Objects.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Histopathology Cross-Modal Retrieval based on Dual-Transformer Network.
Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022
Uncertainty-Based Thin Cloud Removal Network via Conditional Variational Autoencoders.
Proceedings of the Computer Vision - ACCV 2022, 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
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
Single-shot weakly-supervised object detection guided by empirical saliency model.
Neurocomputing, 2021
Histopathology WSI Encoding based on GCNs for Scalable and Efficient Retrieval of Diagnostically Relevant Regions.
CoRR, 2021
A convolutional neural network trained with dermoscopic images of psoriasis performed on par with 230 dermatologists.
Comput. Biol. Medicine, 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
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
Informative Retrieval Framework for Histopathology Whole Slides Images Based on Deep Hashing Network.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Investigating the Incorporation of Machine Learning Concepts in Data Structure Education.
Proceedings of the IEEE Frontiers in Education Conference, 2020
2019
Adaptive color deconvolution for histological WSI normalization.
Comput. Methods Programs Biomed., 2019
Encoding Histopathological WSIs Using GNN for Scalable Diagnostically Relevant Regions Retrieval.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
A Comparative Study of CNN and FCN for Histopathology Whole Slide Image Analysis.
Proceedings of the Image and Graphics - 10th International Conference, 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
Dehazing for Multispectral Remote Sensing Images Based on a Convolutional Neural Network With the Residual Architecture.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
A Cloud Detection Method for Landsat 8 Images Based on PCANet.
Remote. Sens., 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
An Image Retrieval Method Based on Color and Texture Features for Dermoscopy Images.
Proceedings of the Image and Graphics Technologies and Applications, 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
Multilevel Cloud Detection in Remote Sensing Images Based on Deep Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Feature extraction from histopathological images based on nucleus-guided convolutional neural network for breast lesion classification.
Pattern Recognit., 2017
Automatic segmentation of dermoscopy images using saliency combined with Otsu threshold.
Comput. Biol. Medicine, 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
Kernel estimation for motion blur removal using deep convolutional neural network.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Segmentation of dermoscopy images based on fully 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
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
Cloud detection of remote sensing images by deep learning.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
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
No-reference hair occlusion assessment for dermoscopy images based on distribution feature.
Comput. Biol. Medicine, 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
2013
Automatic segmentation of dermoscopy images using self-generating neural networks seeded by genetic algorithm.
Pattern Recognit., 2013
Automatic Skin Lesion Segmentation Based on Supervised Learning.
Proceedings of the Seventh International Conference on Image and Graphics, 2013
2012
Automatic Skin Lesion Segmentation Based on Texture Analysis and Supervised Learning.
Proceedings of the Computer Vision, 2012
2007
Skew Detection Algorithm for Form Document Based on Elongate Feature.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007