2025
Convergence Analysis on Trace Ratio Linear Discriminant Analysis Algorithms.
IEEE Trans. Neural Networks Learn. Syst., February, 2025
Vision Foundation Model Guided Multimodal Fusion Network for Remote Sensing Semantic Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025
Interpretable deep one-class model for forest fire detection.
Expert Syst. Appl., 2025
SVMFN-FSAR: Semantic-Guided Video Multimodal Fusion Network for Few-Shot Action Recognition.
Big Data Min. Anal., 2025
Parameter Disentanglement for Diverse Representations.
Big Data Min. Anal., 2025
2024
Robust local K-proximal plane clustering based on L2,1-norm minimization.
Int. J. Mach. Learn. Cybern., November, 2024
Tree Canopy Volume Extraction Fusing ALS and TLS Based on Improved PointNeXt.
Remote. Sens., July, 2024
Video Moment Retrieval With Noisy Labels.
IEEE Trans. Neural Networks Learn. Syst., May, 2024
Global superpixel-merging via set maximum coverage.
Eng. Appl. Artif. Intell., January, 2024
MDC-FusFormer: Multiscale Deep Cross-Fusion Transformer Network for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2024
Multiscale 3-D-2-D Mixed CNN and Lightweight Attention-Free Transformer for Hyperspectral and LiDAR Classification.
IEEE Trans. Geosci. Remote. Sens., 2024
RemoteCLIP: A Vision Language Foundation Model for Remote Sensing.
IEEE Trans. Geosci. Remote. Sens., 2024
Object Detection by Channel and Spatial Exchange for Multimodal Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Opportunities and challenges in the application of large artificial intelligence models in radiology.
CoRR, 2024
VrsNet - density map prediction network for individual tree detection and counting from UAV images.
Int. J. Appl. Earth Obs. Geoinformation, 2024
Validation and Evaluation of the Three-Dimensional Analytical Radiative Transfer Model ESRT in Heterogeneous Forest Canopy.
Proceedings of the IGARSS 2024, 2024
2023
Preferred vector machine for forest fire detection.
Pattern Recognit., November, 2023
Aboveground Biomass Prediction of Arid Shrub-Dominated Community Based on Airborne LiDAR through Parametric and Nonparametric Methods.
Remote. Sens., July, 2023
Compatible Biomass Model with Measurement Error Using Airborne LiDAR Data.
Remote. Sens., July, 2023
Individual tree segmentation and tree-counting using supervised clustering.
Comput. Electron. Agric., February, 2023
CRNet: Channel-Enhanced Remodeling-Based Network for Salient Object Detection in Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023
Training-Free Instance Segmentation from Semantic Image Segmentation Masks.
CoRR, 2023
2022
Learning Robust Discriminant Subspace Based on Joint L₂, ₚ- and L₂, ₛ-Norm Distance Metrics.
IEEE Trans. Neural Networks Learn. Syst., 2022
BASNet: Burned Area Segmentation Network for Real-Time Detection of Damage Maps in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022
Multiview Learning With Robust Double-Sided Twin SVM.
IEEE Trans. Cybern., 2022
MMatch: Semi-Supervised Discriminative Representation Learning for Multi-View Classification.
IEEE Trans. Circuits Syst. Video Technol., 2022
Estimating Fractional Vegetation Cover Changes in Desert Regions Using RGB Data.
Remote. Sens., 2022
Identification of the Yield of Camellia oleifera Based on Color Space by the Optimized Mean Shift Clustering Algorithm Using Terrestrial Laser Scanning.
Remote. Sens., 2022
Performance and Sensitivity of Individual Tree Segmentation Methods for UAV-LiDAR in Multiple Forest Types.
Remote. Sens., 2022
Unabridged adjacent modulation for clothing parsing.
Pattern Recognit., 2022
Robust distance metric optimization driven GEPSVM classifier for pattern classification.
Pattern Recognit., 2022
Multi-view distance metric learning via independent and shared feature subspace with applications to face and forest fire recognition, and remote sensing classification.
Knowl. Based Syst., 2022
Learning a robust classifier for short-term traffic state prediction.
Knowl. Based Syst., 2022
Learning discriminative and representative feature with cascade GAN for generalized zero-shot learning.
Knowl. Based Syst., 2022
Flexible capped principal component analysis with applications in image recognition.
Inf. Sci., 2022
Robust ensemble method for short-term traffic flow prediction.
Future Gener. Comput. Syst., 2022
Learning to Reduce Information Bottleneck for Object Detection in Aerial Images.
CoRR, 2022
2021
Recurrent Thrifty Attention Network for Remote Sensing Scene Recognition.
IEEE Trans. Geosci. Remote. Sens., 2021
A Hybrid Approach of Combining Random Forest with Texture Analysis and VDVI for Desert Vegetation Mapping Based on UAV RGB Data.
Remote. Sens., 2021
Tree Recognition on the Plantation Using UAV Images with Ultrahigh Spatial Resolution in a Complex Environment.
Remote. Sens., 2021
Pixel-level automatic annotation for forest fire image.
Eng. Appl. Artif. Intell., 2021
2020
Improving Estimation of Forest Canopy Cover by Introducing Loss Ratio of Laser Pulses Using Airborne LiDAR.
IEEE Trans. Geosci. Remote. Sens., 2020
Prediction of Individual Tree Diameter and Height to Crown Base Using Nonlinear Simultaneous Regression and Airborne LiDAR Data.
Remote. Sens., 2020
Analysis of the Spatial Differences in Canopy Height Models from UAV LiDAR and Photogrammetry.
Remote. Sens., 2020
Prediction of Individual Tree Diameter Using a Nonlinear Mixed-Effects Modeling Approach and Airborne LiDAR Data.
Remote. Sens., 2020
Improved multi-view GEPSVM via Inter-View Difference Maximization and Intra-view Agreement Minimization.
Neural Networks, 2020
Robust discriminant feature selection via joint L2, 1-norm distance minimization and maximization.
Knowl. Based Syst., 2020
Multi-view generalized support vector machine via mining the inherent relationship between views with applications to face and fire smoke recognition.
Knowl. Based Syst., 2020
Dominant Trees Analysis Using UAV LiDAR and Photogrammetry.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
Nonpeaked Discriminant Analysis for Data Representation.
IEEE Trans. Neural Networks Learn. Syst., 2019
Airborne LIDAR-Derived Aboveground Biomass Estimates Using a Hierarchical Bayesian Approach.
Remote. Sens., 2019
Flexible non-greedy discriminant subspace feature extraction.
Neural Networks, 2019
Robust capped L1-norm twin support vector machine.
Neural Networks, 2019
Robust auto-weighted projective low-rank and sparse recovery for visual representation.
Neural Networks, 2019
Robust L<sub>2, 1</sub>-Norm Distance Enhanced Multi-Weight Vector Projection Support Vector Machine.
IEEE Access, 2019
Piecewise Linear Regression Based on Plane Clustering.
IEEE Access, 2019
2018
Underlying Connections Between Algorithms for Nongreedy LDA-L1.
IEEE Trans. Image Process., 2018
Development of a System of Compatible Individual Tree Diameter and Aboveground Biomass Prediction Models Using Error-In-Variable Regression and Airborne LiDAR Data.
Remote. Sens., 2018
Least squares twin bounded support vector machines based on L1-norm distance metric for classification.
Pattern Recognit., 2018
Lp- and Ls-Norm Distance Based Robust Linear Discriminant Analysis.
Neural Networks, 2018
How trees allocate carbon for optimal growth: insight from a game-theoretic model.
Briefings Bioinform., 2018
2014
Parameter estimation of two-level nonlinear mixed effects models using first order conditional linearization and the EM algorithm.
Comput. Stat. Data Anal., 2014