Yakun Niu

According to our database, Yakun Niu authored at least 24 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Detecting AI-Generated Images via Distributional Deviations from Real Images.

Yakun Niu, Yingjian Chen, Lei Zhang

CoRR, January, 2026

Similarity-aware contrastive learning for face anti-spoofing via frequency enhancement and reconstruction.

Yakun Niu, Xuelin Lin

Neural Networks, 2026

JPEG-scaling operation chain forensics: JPEG compression detection and scaling factor estimation.

Yakun Niu, Xiangru Chen

J. Vis. Commun. Image Represent., 2026

2025

Median filtering detection based on multiple residuals in spatial and frequency domains.

Yakun Niu, Xiangru Chen, Yonggan Li

Signal Image Video Process., June, 2025

Robust primary quantization step estimation on resized and double JPEG compressed images.

Lei Zhang, XuGuang Chen, Yakun Niu, Xianyu Zuo, Huaqing Wang

Multim. Tools Appl., April, 2025

Median filtering forensics using spatial and frequency domain residuals.

Yakun Niu, Xiangru Chen, Hongjian Yin

J. Supercomput., March, 2025

Recursive wavelet transform network for robust copy-move forgery detection.

Yakun Niu, Xinjie Wu, Cheng Liu

Neurocomputing, 2025

Phase-aware and edge prediction error fusion for face anti-spoofing.

Yakun Niu, Xuelin Lin

Eng. Appl. Artif. Intell., 2025

ForgeLens: Data-Efficient Forgery Focus for Generalizable Forgery Image Detection.

Yingjian Chen, Lei Zhang, Yakun Niu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

Forgery detection using polynomial fitting in recompressed JPEG images.

Xiuli Chai, Yong Tan, Zhihua Gan, Yakun Niu, Jinwei Wang

Signal Image Video Process., April, 2024

Attention-Based Dual-Domain Fusion Network for Median Filtering Forensics.

Yakun Niu, Lei Tan, Lei Zhang, Yingjian Chen, Xianyu Zuo

IEEE Signal Process. Lett., 2024

Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization.

Yakun Niu, Pei Chen, Lei Zhang, Hongjian Yin, Qi Chang

CoRR, 2024

Image Forgery Localization via Guided Noise and Multi-Scale Feature Aggregation.

Yakun Niu, Pei Chen, Lei Zhang, Lei Tan, Yingjian Chen

CoRR, 2024

Learning on Less: Constraining Pre-trained Model Learning for Generalizable Diffusion-Generated Image Detection.

Yingjian Chen, Lei Zhang, Yakun Niu, Lei Tan, Pei Chen

CoRR, 2024

TMFNet: Two-Stream Multi-Channels Fusion Networks for Color Image Operation Chain Detection.

Yakun Niu, Lei Tan, Lei Zhang, Xianyu Zuo

CoRR, 2024

Guided and Fused: Efficient Frozen CLIP-ViT with Feature Guidance and Multi-Stage Feature Fusion for Generalizable Deepfake Detection.

Yingjian Chen, Lei Zhang, Yakun Niu, Pei Chen, Lei Tan, Jing Zhou

CoRR, 2024

Blockchain-assisted secure multi-party computation with verification and auditing.

Lei Zhang, Yixin Jiang, Hongjian Yin, Yakun Niu, Lei Tan, Yinfeng Hao

Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2024

2022

Detection of Double JPEG Compression With the Same Quantization Matrix via Convergence Analysis.

Yakun Niu, Xiaolong Li, Yao Zhao, Rongrong Ni

IEEE Trans. Circuits Syst. Video Technol., 2022

2021

Image Splicing Detection, Localization and Attribution via JPEG Primary Quantization Matrix Estimation and Clustering.

Yakun Niu, Benedetta Tondi, Yao Zhao, Rongrong Ni, Mauro Barni

IEEE Trans. Inf. Forensics Secur., 2021

2020

Primary Quantization Matrix Estimation of Double Compressed JPEG Images via CNN.

Yakun Niu, Benedetta Tondi, Yao Zhao, Mauro Barni

IEEE Signal Process. Lett., 2020

Defocused Image Splicing Localization by Distinguishing Multiple Cues between Raw Naturally Blur and Artificial Blur.

Xiaoyu Zhao, Yakun Niu, Rongrong Ni, Yao Zhao

Proceedings of the Digital Forensics and Watermarking - 19th International Workshop, 2020

Primary Quality Factor Estimation Of Resized Double Compressed JPEG Images.

Yakun Niu, Xiaolong Li, Yao Zhao, Rongrong Ni

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

An enhanced approach for detecting double JPEG compression with the same quantization matrix.

Yakun Niu, Xiaolong Li, Yao Zhao, Rongrong Ni

Signal Process. Image Commun., 2019

2017

Robust median filtering detection based on local difference descriptor.

Yakun Niu, Yao Zhao, Rongrong Ni

Signal Process. Image Commun., 2017