Jianfeng Lu

Affiliations:
  • Nanjing University of Science and Technology, School of Computer Science and Engineering, China (PhD 2000)


According to our database1, Jianfeng Lu authored at least 129 papers between 2003 and 2024.

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Bibliography

2024
Material-Guided Multiview Fusion Network for Hyperspectral Object Tracking.
IEEE Trans. Geosci. Remote. Sens., 2024

Hyperspectral Image Denoising via Spatial-Spectral Recurrent Transformer.
CoRR, 2024

2023
FPGA-oriented lightweight multi-modal free-space detection network.
Connect. Sci., December, 2023

Shared and individual representation learning with Feature Diversity for Deep MultiView Clustering.
Inf. Sci., November, 2023

Deep semantic-aware remote sensing image deblurring.
Signal Process., October, 2023

A Structure-Guided Effective and Temporal-Lag Connectivity Network for Revealing Brain Disorder Mechanisms.
IEEE J. Biomed. Health Informatics, June, 2023

Multiview nonnegative matrix factorization with dual HSIC constraints for clustering.
Int. J. Mach. Learn. Cybern., June, 2023

MMCAN: Multi-Modal Cross-Attention Network for Free-Space Detection with Uncalibrated Hyperspectral Sensors.
Remote. Sens., February, 2023

Learning a Deep Ensemble Network With Band Importance for Hyperspectral Object Tracking.
IEEE Trans. Image Process., 2023

Deep Parameterized Neural Networks for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2023

Multitask Sparse Representation Model-Inspired Network for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2023

Learning Dense Flow Field for Highly-accurate Cross-view Camera Localization.
CoRR, 2023

Benchmarking Ultra-High-Definition Image Reflection Removal.
CoRR, 2023

Robust Single Image Reflection Removal Against Adversarial Attacks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Exploiting Web Images for Fine-Grained Visual Recognition via Dynamic Loss Correction and Global Sample Selection.
IEEE Trans. Multim., 2022

Self-Supervised Depth Completion From Direct Visual-LiDAR Odometry in Autonomous Driving.
IEEE Trans. Intell. Transp. Syst., 2022

Self-Supervised Multi-Modal Hybrid Fusion Network for Brain Tumor Segmentation.
IEEE J. Biomed. Health Informatics, 2022

SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising.
IEEE Trans. Image Process., 2022

SNMF-Net: Learning a Deep Alternating Neural Network for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2022

MAC-Net: Model-Aided Nonlocal Neural Network for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2022

Nonlocal Spatial-Spectral Neural Network for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2022

Consensus graph learning for auto-weighted multi-view projection clustering.
Inf. Sci., 2022

A semi-supervised 3D object detection method for autonomous driving.
Displays, 2022

MonoPCNS: Monocular 3D Object Detection via Point Cloud Network Simulation.
CoRR, 2022

Fisher Information Matrix and its Application of Bipolar Activation Function Based Multilayer Perceptrons With General Gaussian Input.
IEEE Access, 2022

PilotAttnNet: Multi-modal Attention Network for End-to-End Steering Control.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Ques-to-Visual Guided Visual Question Answering.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Multitask Sparse Neural Network for Hyperspectral Image Denoising.
Proceedings of the IEEE International Conference on Acoustics, 2022

Material-Guided Siamese Fusion Network for Hyperspectral Object Tracking.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
When Visual Disparity Generation Meets Semantic Segmentation: A Mutual Encouragement Approach.
IEEE Trans. Intell. Transp. Syst., 2021

Cross-View Gait Recognition Using Pairwise Spatial Transformer Networks.
IEEE Trans. Circuits Syst. Video Technol., 2021

Uncertainty-Aware Gait-Based Age Estimation and its Applications.
IEEE Trans. Biom. Behav. Identity Sci., 2021

Coarse-to-fine: A dual-view attention network for click-through rate prediction.
Knowl. Based Syst., 2021

Nonconvex regularizer and latent pattern based robust regression for face recognition.
Inf. Sci., 2021

Incorporating Orientations into End-to-end Driving Model for Steering Control.
CoRR, 2021

Spectral-Spatial-Temporal Attention Network for Hyperspectral Tracking.
Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

Real-Time Gait-Based Age Estimation and Gender Classification from a Single Image.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

MPN: Multi-scale Progressive Restoration Network for Unsupervised Defect Detection.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Multi-Scale Spatial Transformer Network for LiDAR-Camera 3D Object Detection.
Proceedings of the International Joint Conference on Neural Networks, 2021

Learning a Model-Based Deep Hyperspectral Denoiser from a Single Noisy Hyperspectral Image.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Target-targeted Domain Adaptation for Unsupervised Semantic Segmentation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

NMF-SAE: An Interpretable Sparse Autoencoder for Hyperspectral Unmixing.
Proceedings of the IEEE International Conference on Acoustics, 2021

AF-Net: All-scale Feature Fusion Network for Road Extraction from Remote Sensing Images.
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

2020
Bi-Modal Progressive Mask Attention for Fine-Grained Recognition.
IEEE Trans. Image Process., 2020

A Modified Whale Optimization Algorithm with Single-Dimensional Swimming for Global Optimization Problems.
Symmetry, 2020

Nonconvex Nonseparable Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

ℱ3-Net: Feature Fusion and Filtration Network for Object Detection in Optical Remote Sensing Images.
Remote. Sens., 2020

Community Detection in Complex Networks Using Nonnegative Matrix Factorization and Density-Based Clustering Algorithm.
Neural Process. Lett., 2020

Robust mixed-norm constrained regression with application to face recognitions.
Neural Comput. Appl., 2020

SPSSNet: a real-time network for image semantic segmentation.
Frontiers Inf. Technol. Electron. Eng., 2020

Robust canonical correlation analysis based on L1-norm minimization for feature learning and image recognition (Erratum).
J. Electronic Imaging, 2020

Robust canonical correlation analysis based on L1-norm minimization for feature learning and image recognition.
J. Electronic Imaging, 2020

Community detection method using improved density peak clustering and nonnegative matrix factorization.
Neurocomputing, 2020

Analytical evaluation of geometric dilution of precision for three-dimensional angle-of-arrival target localization in wireless sensor networks.
Int. J. Distributed Sens. Networks, 2020

SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising.
CoRR, 2020

LightPAFF: A Two-Stage Distillation Framework for Pre-training and Fine-tuning.
CoRR, 2020

Community Detection Algorithm Based on Nonnegative Matrix Factorization and Improved Density Peak Clustering.
IEEE Access, 2020

Learning Discriminative Projection With Visual Semantic Alignment for Generalized Zero Shot Learning.
IEEE Access, 2020

MPNet: Masked and Permuted Pre-training for Language Understanding.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Neural Machine Translation with Error Correction.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Nonlocal Low-Rank Nonnegative Tensor Factorization for Hyperspectral Unmixing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

End-to-end Learning for Inter-Vehicle Distance and Relative Velocity Estimation in ADAS with a Monocular Camera.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Hsi Road: A Hyper Spectral Image Dataset For Road Segmentation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

BAE-Net: A Band Attention Aware Ensemble Network for Hyperspectral Object Tracking.
Proceedings of the IEEE International Conference on Image Processing, 2020

DeformGait: Gait Recognition under Posture Changes using Deformation Patterns between Gait Feature Pairs.
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

Gait Recognition from a Single Image Using a Phase-Aware Gait Cycle Reconstruction Network.
Proceedings of the Computer Vision - ECCV 2020, 2020

M<sup>2</sup>-Net: A Multi-scale Multi-level Feature Enhanced Network for Object Detection in Optical Remote Sensing Images.
Proceedings of the Digital Image Computing: Techniques and Applications, 2020

2019
Heritage image annotation via collective knowledge.
Pattern Recognit., 2019

Statistical performance of convex low-rank and sparse tensor recovery.
Pattern Recognit., 2019

Gait-based age progression/regression: a baseline and performance evaluation by age group classification and cross-age gait identification.
Mach. Vis. Appl., 2019

Speed-Invariant Gait Recognition Using Single-Support Gait Energy Image.
Multim. Tools Appl., 2019

Brain tumor classification for MR images using transfer learning and fine-tuning.
Comput. Medical Imaging Graph., 2019

Content-Based Brain Tumor Retrieval for MR Images Using Transfer Learning.
IEEE Access, 2019

MASS: Masked Sequence to Sequence Pre-training for Language Generation.
Proceedings of the 36th International Conference on Machine Learning, 2019

Mind Your Neighbours: Image Annotation With Metadata Neighbourhood Graph Co-Attention Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Structure Feature Learning: Constructing Functional Connectivity Network for Alzheimer's Disease Identification and Analysis.
Proceedings of the Biometric Recognition - 14th Chinese Conference, 2019

2018
Multilabel Image Classification With Regional Latent Semantic Dependencies.
IEEE Trans. Multim., 2018

Semisupervised and Weakly Supervised Road Detection Based on Generative Adversarial Networks.
IEEE Signal Process. Lett., 2018

Multi-level preference regression for cold-start recommendations.
Int. J. Mach. Learn. Cybern., 2018

Hybrid Self-Attention Network for Machine Translation.
CoRR, 2018

Optimization of macaque brain DMRI connectome by neuron tracing and myelin stain data.
Comput. Medical Imaging Graph., 2018

Weighted group sparse functional connectivity modeling for Alzheimer's disease identification.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Fully Convolutional Neural Networks for Road Detection with Multiple Cues Integration.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Generating Adversarial Examples With Conditional Generative Adversarial Net.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Goal-Oriented Visual Question Generation via Intermediate Rewards.
Proceedings of the Computer Vision - ECCV 2018, 2018

Single Image Water Hazard Detection Using FCN with Reflection Attention Units.
Proceedings of the Computer Vision - ECCV 2018, 2018

Double Path Networks for Sequence to Sequence Learning.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Kill Two Birds With One Stone: Weakly-Supervised Neural Network for Image Annotation and Tag Refinement.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Instance Annotation via Optimal BoW for Weakly Supervised Object Localization.
IEEE Trans. Cybern., 2017

Learning arbitrary-shape object detector from bounding-box annotation by searching region-graph.
Pattern Recognit. Lett., 2017

基于Fisher鉴别字典学习的人体行为识别 (Human Action Recognition Based on Fisher Discrimination Dictionary Learning).
计算机科学, 2017

The OU-ISIR Gait Database comprising the Large Population Dataset with Age and performance evaluation of age estimation.
IPSJ Trans. Comput. Vis. Appl., 2017

Davies Bouldin Index based hierarchical initialization K-means.
Intell. Data Anal., 2017

Asking the Difficult Questions: Goal-Oriented Visual Question Generation via Intermediate Rewards.
CoRR, 2017

Historical Image Annotation by Exploring the Tag Relevance.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016
Semi-supervised linear discriminant analysis for dimension reduction and classification.
Pattern Recognit., 2016

Canonical principal angles correlation analysis for two-view data.
J. Vis. Commun. Image Represent., 2016

Unsupervised discriminant canonical correlation analysis based on spectral clustering.
Neurocomputing, 2016

N-dimensional Markov random field prior for cold-start recommendation.
Neurocomputing, 2016

Multi-Label Image Classification with Regional Latent Semantic Dependencies.
CoRR, 2016

Exploring Brain Networks via Structured Sparse Representation of fMRI Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

SLNSW-UTS: A Historical Image Dataset for Image Multi-Labeling and Retrieval.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

MetricRec: Metric Learning for Cold-Start Recommendations.
Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

Speed Invariance vs. Stability: Cross-Speed Gait Recognition Using Single-Support Gait Energy Image.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
Active learning via query synthesis and nearest neighbour search.
Neurocomputing, 2015

Multi-scale and Multimodal Fusion of Tract-Tracing, Myelin Stain and DTI-derived Fibers in Macaque Brains.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Fiber Connection Pattern-Guided Structured Sparse Representation of Whole-Brain fMRI Signals for Functional Network Inference.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Multiscale and multimodal fusion of tract-tracing and DTI-derived fibers in macaque brains.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

The Hierarchical Model to Ali Mobile Recommendation Competition.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

A real-time LIDAR and vision based pedestrian detection system for unmanned ground vehicles.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014
Multiple kernel clustering based on centered kernel alignment.
Pattern Recognit., 2014

Unsupervised Discriminant Canonical Correlation Analysis for Feature Fusion.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Weakly supervised object localization via maximal entropy random walk.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Street view cross-sourced point cloud matching and registration.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2012
Density-based hierarchical clustering for streaming data.
Pattern Recognit. Lett., 2012

Research on segmentation of dorsal diencephalon and ventral midbrain of zebrafish embryo based on active contour model.
Int. J. Comput. Biol. Drug Des., 2012

Morphological analysis of zebrafish embryo tails.
Int. J. Comput. Biol. Drug Des., 2012

Adaptive kernel learning based on centered alignment for hierarchical classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Constructing Class Hierarchy via Adaptive Kernel Learning.
Proceedings of the Pattern Recognition - Chinese Conference, 2012

2011
Graph attribute embedding via Riemannian submersion learning.
Comput. Vis. Image Underst., 2011

Ventricle Shape Analysis for Centenarians, Elderly Subjects, MCI and AD Patients.
Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011

2010
Automated Cell Phase Classification for Zebrafish Fluorescence Microscope Images.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Geodesic Discriminant Analysis on Curved Riemannian Manifold.
Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

Automatic Detection of Defective Zebrafish Embryos via Shape Analysis.
Proceedings of the DICTA 2009, 2009

2008
Hierarchical initialization approach for K-Means clustering.
Pattern Recognit. Lett., 2008

2004
An efficient renovation on kernel Fisher discriminant analysis and face recognition experiments.
Pattern Recognit., 2004

A Comparison of Least Squares and Spectral Methods for Attributed Graph Matching.
Proceedings of the Structural, 2004

A Graph Decomposition Approach to Least Squares Attributed Graph Matching.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003
Feature fusion: parallel strategy vs. serial strategy.
Pattern Recognit., 2003


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