Jiafeng Li

Orcid: 0000-0001-6976-7275

Affiliations:
  • Beijing University of Technology, Beijing, China


According to our database1, Jiafeng Li authored at least 58 papers between 2013 and 2025.

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

Timeline

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Bibliography

2025
Coarse-to-fine domain adaptation object detection with feature disentanglement.
Int. J. Mach. Learn. Cybern., September, 2025

Position Guided Dynamic Receptive Field Network: A Small Object Detection Friendly to Optical and SAR Images.
IEEE Trans. Circuits Syst. Video Technol., August, 2025

CycFormer: Unsupervised Rain Removal Network Based on CycleGAN and Transformer.
IEEE Trans. Intell. Transp. Syst., July, 2025

Single-stage zero-shot object detection network based on CLIP and pseudo-labeling.
Int. J. Mach. Learn. Cybern., February, 2025

Unpaved road segmentation of UAV imagery via a global vision transformer with dilated cross window self-attention for dynamic map.
Vis. Comput., January, 2025

TSTrack: A Lightweight Transformer-Based Spatiotemporal Feature Refinement Tracking Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2025

Hybrid-MambaCD: Hybrid Mamba-CNN Network for Remote Sensing Image Change Detection With Region-Channel Attention Mechanism and Iterative Global-Local Feature Fusion.
IEEE Trans. Geosci. Remote. Sens., 2025

D<sup>2</sup>SFormer: Dual Attention-Dynamic Bidirectional Transformer for Semantic Segmentation of Urban Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Learning Class-Aware Local Representations for Few-Shot Remote Sensing Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

2024
MPLA-Net: Multiple Pseudo Label Aggregation Network for Weakly Supervised Video Salient Object Detection.
IEEE Trans. Circuits Syst. Video Technol., May, 2024

RDMA: low-light image enhancement based on retinex decomposition and multi-scale adjustment.
Int. J. Mach. Learn. Cybern., May, 2024

HDUD-Net: heterogeneous decoupling unsupervised dehaze network.
Neural Comput. Appl., February, 2024

Semi-Supervised Single-Image Dehazing Network via Disentangled Meta-Knowledge.
IEEE Trans. Multim., 2024

GCFormer: Global Context-Aware Transformer for Remote Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Self-guided disentangled representation learning for single image dehazing.
Neural Networks, 2024

2023
Siamese global location-aware network for visual object tracking.
Int. J. Mach. Learn. Cybern., October, 2023

Cascade Transformer Decoder Based Occluded Pedestrian Detection With Dynamic Deformable Convolution and Gaussian Projection Channel Attention Mechanism.
IEEE Trans. Multim., 2023

USID-Net: Unsupervised Single Image Dehazing Network via Disentangled Representations.
IEEE Trans. Multim., 2023

BARRN: A Blind Image Compression Artifact Reduction Network for Industrial IoT Systems.
IEEE Trans. Ind. Informatics, 2023

Efficient Fine-Grained Object Recognition in High-Resolution Remote Sensing Images From Knowledge Distillation to Filter Grafting.
IEEE Trans. Geosci. Remote. Sens., 2023

Few-Shot Remote Sensing Scene Classification With Spatial Affinity Attention and Class Surrogate-Based Supervised Contrastive Learning.
IEEE Trans. Geosci. Remote. Sens., 2023

Occluded prohibited object detection in X-ray images with global Context-aware Multi-Scale feature Aggregation.
Neurocomputing, 2023

Graph Disentangled Representation Based Semi-supervised Single Image Dehazing Network.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

2022
Effective Meta-Attention Dehazing Networks for Vision-Based Outdoor Industrial Systems.
IEEE Trans. Ind. Informatics, 2022

VCFNet: video clarity-fluency network for quality of experience evaluation model of HTTP adaptive video streaming services.
Multim. Tools Appl., 2022

EAOD-Net: Effective anomaly object detection networks for X-ray images.
IET Image Process., 2022

Prohibited Object Detection in X-ray Images with Dynamic Deformable Convolution and Adaptive IoU.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021
MultiRPN-DIDNet: Multiple RPNs and Distance-IoU Discriminative Network for Real-Time UAV Target Tracking.
Remote. Sens., 2021

Blind image quality assessment with channel attention based deep residual network and extended LargeVis dimensionality reduction.
J. Vis. Commun. Image Represent., 2021

A discriminative self-attention cycle GAN for face super-resolution and recognition.
IET Image Process., 2021

Anchor voiceprint recognition in live streaming via RawNet-SA and gated recurrent unit.
EURASIP J. Audio Speech Music. Process., 2021

Deep Spatial and Temporal Information based QoE Evaluation Model for HTTP Adaptive Streaming.
Proceedings of the CSAI 2021: 5th International Conference on Computer Science and Artificial Intelligence, Beijing, China, December 4, 2021

2020
Effective Data-Driven Technology for Efficient Vision-Based Outdoor Industrial Systems.
IEEE Trans. Ind. Informatics, 2020

Object Tracking in Unmanned Aerial Vehicle Videos via Multifeature Discrimination and Instance-Aware Attention Network.
Remote. Sens., 2020

Blur-Attention: A boosting mechanism for non-uniform blurred image restoration.
CoRR, 2020

3D Hand Pose Estimation with Disentangled Cross-Modal Latent Space.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

2019
Deep-network based method for joint image deblocking and super-resolution.
IET Image Process., 2019

Face Super-Resolution via Discriminative-Attributes.
Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

2018
Vehicle color recognition using Multiple-Layer Feature Representations of lightweight convolutional neural network.
Signal Process., 2018

An Efficient Hyperspectral Image Retrieval Method: Deep Spectral-Spatial Feature Extraction with DCGAN and Dimensionality Reduction Using <i>t</i>-SNE-Based NM Hashing.
Remote. Sens., 2018

An efficient method of content-targeted online video advertising.
J. Vis. Commun. Image Represent., 2018

High-accuracy vehicle color recognition using hierarchical fine-tuning strategy for urban surveillance videos.
J. Electronic Imaging, 2018

Feature extraction using lightweight convolutional network for vehicle classification.
J. Electronic Imaging, 2018

A Saliency Guided Shallow Convolutional Neural Network for Traffic Signs Retrieval.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Visual Tracking with Bounding-Box Fine Adjustment.
Proceedings of the 11th International Congress on Image and Signal Processing, 2018

A Novel Speckle Noise Reduction Algorithm for Old Movies Recovery.
Proceedings of the 11th International Congress on Image and Signal Processing, 2018

Fine-grained Vehicle Recognition Using Lightweight Convolutional Neural Network with Combined Learning Strategy.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

2017
Vehicle classification for large-scale traffic surveillance videos using Convolutional Neural Networks.
Mach. Vis. Appl., 2017

Robust Vehicle Classification Based on the Combination of Deep Features and Handcrafted Features.
Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017

Hybrid Domain Encryption Method of Hyperspectral Remote Sensing Image.
Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

A joint deep-network-based image restoration algorithm for multi-degradations.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Tag tree creation of social image for personalized recommendation.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Extreme Weather Recognition Using a Novel Fine-Tuning Strategy and Optimized GoogLeNet.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Deep Spectral-Spatial Feature Extraction Based on DCGAN for Hyperspectral Image Retrieval.
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

Video-Based Person Re-identification by Deep Feature Guided Pooling.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2015
Single image dehazing using the change of detail prior.
Neurocomputing, 2015

Haze removal based on sparse representation prior.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2013
Haze Removal from Single Images Based on a Luminance Reference Model.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013


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