Jinye Peng

Orcid: 0000-0002-6725-1387

Affiliations:
  • Northwest University, School of Information Science and Technology, Xi'an, China
  • Northwestern Polytechnical University, Artificial Intelligence Research Institute, Xi'an, China (PhD 2002)


According to our database1, Jinye Peng authored at least 150 papers between 2008 and 2026.

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

Timeline

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Bibliography

2026
SemiSketch: An ancient mural sketch extraction network based on reference prior and gradient frequency compensation.
Pattern Recognit., 2026

High-fidelity mural inpainting via progressive reconstruction and damage-aware adaptation.
Expert Syst. Appl., 2026

Act-LLM: A whole-process chain for character-centric role-playing with large language models.
Expert Syst. Appl., 2026

An evaluation and study of detail contrast preservation and color consistency in decolorization.
Digit. Signal Process., 2026

2025
Semantic image segmentation via dynamic curriculum learning.
Appl. Intell., August, 2025

Learning Cross-View Consistent 3D Keypoints for Object 6D Pose Estimation.
IEEE Trans. Circuits Syst. Video Technol., July, 2025

Multi-modal Mutual-Guidance Conditional Prompt Learning for Vision-Language Models.
CoRR, July, 2025

Efficient Object Detection in Large-Scale Remote Sensing Images via Situation-Aware Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Multi-view data representation via adaptive label propagation nonnegative matrix factorization.
Inf. Sci., 2025

Enhanced Aortic CT Synthesis Based on Multiscale Information Fusion.
IEEE Multim., 2025

Mamba-GIE: A visual state space models-based generalized image extrapolation method via dual-level adaptive feature fusion.
Expert Syst. Appl., 2025

Transformer gate-based interactive U-Net for hyperspectral and multispectral image fusion.
Expert Syst. Appl., 2025

MFEL-YOLO for small object detection in UAV aerial images.
Expert Syst. Appl., 2025

Tree-Hillclimb Search: An Efficient and Interpretable Threat Assessment Method for Uncertain Battlefield Environments.
Entropy, 2025

Orthogonal Diversity Nonnegative Matrix Factorization for multi-view clustering.
Eng. Appl. Artif. Intell., 2025

Dual graph-regularized low-rank representation for hyperspectral image denoising.
Eng. Appl. Artif. Intell., 2025

Block information strategy for multi-modal remote sensing image registration.
Eng. Appl. Artif. Intell., 2025

An efficient parallel mesh generation method for finite element based analysis of large complex architecture.
Comput. Aided Des., 2025

Multi-view nonnegative matrix factorization via orthogonal and adversarial graph regularization.
Appl. Soft Comput., 2025

Iterative Self-Training with Class-Aware Text-to-Image Synthesis for Visual Task Learning.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
Closed-Form Blockage Probability for Relays-Assisted mmWave D2D Communications: Benefits of Using Relays.
IEEE Trans. Veh. Technol., December, 2024

Coverage Analysis of Single-Swarm mmWave UAV Networks Under Multiple Types of Blockages.
IEEE Trans. Commun., December, 2024

Joint Blockage Prediction and UAV Deployment in Millimeter-Wave Communication Networks.
IEEE Trans. Veh. Technol., November, 2024

Information-Enhanced Network for Noncontact Heart Rate Estimation From Facial Videos.
IEEE Trans. Circuits Syst. Video Technol., April, 2024

Deep Learning-Based Security Analysis of Quantum Random Numbers Generated by Imperfect Devices.
IEEE Trans. Inf. Forensics Secur., 2024

Enabling Near-Zero Cost Object Detection in Remote Sensing Imagery via Progressive Self-Training.
IEEE Trans. Geosci. Remote. Sens., 2024

AGD-GAN: Adaptive Gradient-Guided and Depth-supervised generative adversarial networks for ancient mural sketch extraction.
Expert Syst. Appl., 2024

Bayesian non-negative matrix factorization with Student's t-distribution for outlier removal and data clustering.
Eng. Appl. Artif. Intell., 2024

Feature matching based on Gaussian kernel convolution and minimum relative motion.
Eng. Appl. Artif. Intell., 2024

Incremental semi-supervised graph learning NMF with block-diagonal.
Eng. Appl. Artif. Intell., 2024

DRANet: A semantic segmentation network for Chinese landscape paintings.
Digit. Signal Process., 2024

2023
GGD-GAN: Gradient-Guided dual-Branch adversarial networks for relic sketch generation.
Pattern Recognit., September, 2023

Hyperspectral image classification via deep network with attention mechanism and multigroup strategy.
Expert Syst. Appl., August, 2023

Joint beamwidth and resource optimization in ultra-dense MmWave D2D communications.
Wirel. Networks, July, 2023

Non-contact PPG signal and heart rate estimation with multi-hierarchical convolutional network.
Pattern Recognit., July, 2023

Learning to recover lost details from the dark.
Pattern Recognit. Lett., January, 2023

MSDN: A Multistage Deep Network for Heart-Rate Estimation From Facial Videos.
IEEE Trans. Instrum. Meas., 2023

Movable Object Detection in Remote Sensing Images via Dynamic Automatic Learning.
IEEE Trans. Geosci. Remote. Sens., 2023

Toward Blind-Adaptive Remote Sensing Image Restoration.
IEEE Trans. Geosci. Remote. Sens., 2023

Non-Local Color Compensation Network for Intrinsic Image Decomposition.
IEEE Trans. Circuits Syst. Video Technol., 2023

C3N: content-constrained convolutional network for mural image completion.
Neural Comput. Appl., 2023

Hybrid Conv-ViT Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2023

Heart rate estimation by leveraging static and dynamic region weights.
J. Electronic Imaging, 2023

A benchmark dataset and approach for fine-grained visual categorization in complex scenes.
Digit. Signal Process., 2023

2022
CARNet: Context-Aware Residual Learning for JPEG-LS Compressed Remote Sensing Image Restoration.
Remote. Sens., December, 2022

Spatio-Temporal Pain Estimation Network With Measuring Pseudo Heart Rate Gain.
IEEE Trans. Multim., 2022

Guided Filter Network for Semantic Image Segmentation.
IEEE Trans. Image Process., 2022

MSAC-Net: 3D Multi-Scale Attention Convolutional Network for Multi-Spectral Imagery Pansharpening.
Remote. Sens., 2022

Practical long-distance twin-field quantum digital signatures.
Quantum Inf. Process., 2022

Contour-enhanced CycleGAN framework for style transfer from scenery photos to Chinese landscape paintings.
Neural Comput. Appl., 2022

Pain fingerprinting using multimodal sensing: pilot study.
Multim. Tools Appl., 2022

Detail-Aware Multiscale Context Fusion Network for Cloud Detection.
IEEE Geosci. Remote. Sens. Lett., 2022

MTFFN: Multimodal Transfer Feature Fusion Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

Max-Index Based Local Self-Similarity Descriptor for Robust Multi-Modal Image Registration.
IEEE Geosci. Remote. Sens. Lett., 2022

Automatic learning for object detection.
Neurocomputing, 2022

Geometric Analysis-Based 3D Anti-Block UAV Deployment for mmWave Communications.
IEEE Commun. Lett., 2022

A classification benchmark for Arabic alphabet phonemes with diacritics in deep neural networks.
Comput. Speech Lang., 2022

Weakly Supervised Whole Cardiac Segmentation via Attentional CNN.
Proceedings of the Intelligence Science IV - 5th IFIP TC 12 International Conference, 2022

Correction to: Weakly Supervised Whole Cardiac Segmentation via Attentional CNN.
Proceedings of the Intelligence Science IV - 5th IFIP TC 12 International Conference, 2022

Class Guided Channel Weighting Network for Fine-Grained Semantic Segmentation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Performance Bound of the Start of Frame Delimiters.
IEEE Wirel. Commun. Lett., 2021

Deep Multiple Instance Hashing for Fast Multi-Object Image Search.
IEEE Trans. Image Process., 2021

PSMD-Net: A Novel Pan-Sharpening Method Based on a Multiscale Dense Network.
IEEE Trans. Geosci. Remote. Sens., 2021

SAR Image Registration Based on ROEWA-Blocks and Multiscale Circle Descriptor.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A relic sketch extraction framework based on detail-aware hierarchical deep network.
Signal Process., 2021

A 3D Cascaded Spectral-Spatial Element Attention Network for Hyperspectral Image Classification.
Remote. Sens., 2021

RMCNet: Random Multiscale Convolutional Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2021

RBPR: A hybrid model for the new user cold start problem in recommender systems.
Knowl. Based Syst., 2021

Plant taxonomy-guided path-based tree classifier for large-scale plant species identification.
J. Electronic Imaging, 2021

Learning noise-decoupled affine models for extreme low-light image enhancement.
Neurocomputing, 2021

Hierarchical bilinear convolutional neural network for image classification.
IET Comput. Vis., 2021

Multi-hierarchical Convolutional Network for Efficient Remote Photoplethysmograph Signal and Heart Rate Estimation from Face Video Clips.
CoRR, 2021

Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements Prediction.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Keypoint-Graph-Driven Learning Framework for Object Pose Estimation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

A Hybrid framework for mobile augmented reality.
Proceedings of the Ninth International Conference on Advanced Cloud and Big Data, 2021

Multi-branch Prediction Network for Multi-label Social Image Classification.
Proceedings of the Ninth International Conference on Advanced Cloud and Big Data, 2021

2020
Shallow-Deep Convolutional Network and Spectral-Discrimination-Based Detail Injection for Multispectral Imagery Pan-Sharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Image denoising via structure-constrained low-rank approximation.
Neural Comput. Appl., 2020

Super-resolved image perceptual quality improvement via multifeature discriminators.
J. Electronic Imaging, 2020

6D object pose estimation via viewpoint relation reasoning.
Neurocomputing, 2020

Aggregating diverse deep attention networks for large-scale plant species identification.
Neurocomputing, 2020

Automatic Image Labelling at Pixel Level.
CoRR, 2020

Complex Human Pose Estimation via Keypoints Association Constraint Network.
IEEE Access, 2020

Learning Deep Network for Detecting 3D Object Keypoints and 6D Poses.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Directional Modulation Technique Using a Polarization Sensitive Array for Physical Layer Security Enhancement.
Sensors, 2019

Directional Modulation-Enhanced Multiple Antenna Arrays for Secure and Precise Wireless Transmission.
Sensors, 2019

Quantum dialogue protocol with continuous-variable single-mode squeezed states.
Quantum Inf. Process., 2019

Plant recognition via leaf shape and margin features.
Multim. Tools Appl., 2019

Graph-regularized multi-view semantic subspace learning.
Int. J. Mach. Learn. Cybern., 2019

Multilayer feature descriptors fusion CNN models for fine-grained visual recognition.
Comput. Animat. Virtual Worlds, 2019

Micro-expression Recognition Under Low-resolution Cases.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

2018
Locally linear spatial pyramid hash for large-scale image search.
Multim. Tools Appl., 2018

Multiorientation scene text detection via coarse-to-fine supervision-based convolutional networks.
J. Electronic Imaging, 2018

Dual regularized multi-view non-negative matrix factorization for clustering.
Neurocomputing, 2018

Fusion of wifi and vision based on smart devices for indoor localization.
Proceedings of the 16th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry, 2018

Deep Learning of Path-Based Tree Classifiers for Large-Scale Plant Species Identification.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Extracting Painted Pottery Pattern Information Based on Deep Learning.
Proceedings of the Eighth International Conference on Image Processing Theory, 2018

Tag-based Weakly-supervised Hashing for Image Retrieval.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Incorporating high-level and low-level cues for pain intensity estimation.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017
HD-MTL: Hierarchical Deep Multi-Task Learning for Large-Scale Visual Recognition.
IEEE Trans. Image Process., 2017

Semiquantum secure direct communication using EPR pairs.
Quantum Inf. Process., 2017

MapReduce-based clustering for near-duplicate image identification.
Multim. Tools Appl., 2017

An automatic image-text alignment method for large-scale web image retrieval.
Multim. Tools Appl., 2017

Spatial pyramid deep hashing for large-scale image retrieval.
Neurocomputing, 2017

Group Sparsity and Graph Regularized Semi-Nonnegative Matrix Factorization with Discriminability for Data Representation.
Entropy, 2017

Deep Multiple Instance Hashing for Object-based Image Retrieval.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multi-orientation Scene Text Detection Leveraging Background Suppression.
Proceedings of the Image and Graphics - 9th International Conference, 2017

Intrinsic Image Decomposition: A Comprehensive Review.
Proceedings of the Image and Graphics - 9th International Conference, 2017

Similar Trademark Image Retrieval Integrating LBP and Convolutional Neural Network.
Proceedings of the Image and Graphics - 9th International Conference, 2017

Single Image Super-Resolution by Learned Double Sparsity Dictionaries Combining Bootstrapping Method.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

2016
Single image super-resolution by combining self-learning and example-based learning methods.
Multim. Tools Appl., 2016

Spontaneous micro-expression spotting via geometric deformation modeling.
Comput. Vis. Image Underst., 2016

A mixed-reality museum tourism framework based on HMD and fisheye camera.
Proceedings of the 15th ACM SIGGRAPH Conference on Virtual-Reality Continuum and Its Applications in Industry, 2016

Unsupervised deep hashing for large-scale visual search.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Hybrid Manifold Regularized Non-negative Matrix Factorization for Data Representation.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

2015
Content-Irrelevant Tag Cleansing via Bi-Layer Clustering and Peer Cooperation.
J. Signal Process. Syst., 2015

Multi-View Concept Learning for Data Representation.
IEEE Trans. Knowl. Data Eng., 2015

Hierarchical Classification of Large-Scale Patient Records for Automatic Treatment Stratification.
IEEE J. Biomed. Health Informatics, 2015

Hierarchical Learning of Tree Classifiers for Large-Scale Plant Species Identification.
IEEE Trans. Image Process., 2015

Cost-sensitive learning of hierarchical tree classifiers for large-scale image classification and novel category detection.
Pattern Recognit., 2015

Automatic tag-to-region assignment via multiple instance learning.
Multim. Tools Appl., 2015

SISR via trained double sparsity dictionaries.
Multim. Tools Appl., 2015

A regularized optimization framework for tag completion and image retrieval.
Neurocomputing, 2015

Multi-view Semantic Learning for Data Representation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

2014
Automatic Abstract Tag Detection for Social Image Tag Refinement and Enrichment.
J. Signal Process. Syst., 2014

Integrating bilingual search results for automatic junk image filtering.
Multim. Tools Appl., 2014

Cross-modality based celebrity face naming for news image collections.
Multim. Tools Appl., 2014

Quantum Secure Direct Communication Protocol Based on the Class of Three-Particle W States.
Proceedings of the Advances in Wireless Sensor Networks - The 8th China Conference, 2014

2013
Leveraging Social Supports for Improving Personal Expertise on ACL Reconstruction and Rehabilitation.
IEEE J. Biomed. Health Informatics, 2013

Image collection summarization via dictionary learning for sparse representation.
Pattern Recognit., 2013

Multi-label multi-instance learning with missing object tags.
Multim. Syst., 2013

Cross-modal social image clustering and tag cleansing.
J. Vis. Commun. Image Represent., 2013

Image fusion with nonsubsampled contourlet transform and sparse representation.
J. Electronic Imaging, 2013

Manifold Ranking using Hessian Energy.
Int. J. Softw. Informatics, 2013

Multiple Instance Learning for Automatic Image Annotation.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

2012
Quantitative Characterization of Semantic Gaps for Learning Complexity Estimation and Inference Model Selection.
IEEE Trans. Multim., 2012

Social Tag Enrichment via Automatic Abstract Tag Refinement.
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

Learning inter-related visual dictionary for object recognition.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Image collection summarization via dictionary learning for sparse representation.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Leveraging auxiliary text terms for automatic image annotation.
Proceedings of the 20th International Conference on World Wide Web, 2011

Towards More Precise Social Image-Tag Alignment.
Proceedings of the Advances in Multimedia Modeling, 2011

Efficient Large-Scale Image Data Set Exploration: Visual Concept Network and Image Summarization.
Proceedings of the Advances in Multimedia Modeling, 2011

An Improved Camshift-Based Particle Filter Algorithm for Face Tracking.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2011

Linking names and faces by person-based subset clustering.
Proceedings of the ICIMCS 2011, 2011

Multiple instance learning with missing object tags.
Proceedings of the ICIMCS 2011, 2011

2010
Constructing distributed hippocratic video databases for privacy-preserving online patient training and counseling.
IEEE Trans. Inf. Technol. Biomed., 2010

Integrating bilingual searches for junk image filtering.
Proceedings of the Second International Conference on Internet Multimedia Computing and Service, 2010

Speed up duplicate/near-duplicate image detection.
Proceedings of the Second International Conference on Internet Multimedia Computing and Service, 2010

2009
An Interactive Approach for Filtering Out Junk Images From Keyword-Based Google Search Results.
IEEE Trans. Circuits Syst. Video Technol., 2009

2008
Incorporating feature hierarchy and boosting to achieve more effective classifier training and concept-oriented video summarization and skimming.
ACM Trans. Multim. Comput. Commun. Appl., 2008


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