Mian Zou

According to our database, Mian Zou authored at least 10 papers between 2020 and 2026.

Collaborative distances:

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

2026

Self-Supervised AI-Generated Image Detection: A Camera Metadata Perspective.

Nan Zhong, Mian Zou, Yiran Xu, Zhenxing Qian, Xinpeng Zhang, Baoyuan Wu, Kede Ma

IEEE Trans. Pattern Anal. Mach. Intell., June, 2026

Color Matters: Demosaicing-Guided Color Correlation Training for Generalizable AI-Generated Image Detection.

Nan Zhong, Yiran Xu, Mian Zou

CoRR, January, 2026

2025

Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach.

Mian Zou, Baosheng Yu, Yibing Zhan, Siwei Lyu, Kede Ma

IEEE Trans. Circuits Syst. Video Technol., October, 2025

Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method.

Mian Zou, Baosheng Yu, Yibing Zhan, Siwei Lyu, Kede Ma

IEEE Trans. Inf. Forensics Secur., 2025

Sensor-Aware Blind Image Splicing Detection by Noise Probabilistic Modeling.

Mian Zou, Heng Yao

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

Bi-Level Optimization for Self-Supervised AI-Generated Face Detection.

Mian Zou, Nan Zhong, Baosheng Yu, Yibing Zhan, Kede Ma

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

Self-Supervised Learning for Detecting AI-Generated Faces as Anomalies.

Mian Zou, Baosheng Yu, Yibing Zhan, Kede Ma

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2022

Signal-Dependent Noise Estimation for a Real-Camera Model via Weight and Shape Constraints.

Heng Yao, Mian Zou, Chuan Qin, Xinpeng Zhang

IEEE Trans. Multim., 2022

2021

No-reference noisy image quality assessment incorporating features of entropy, gradient, and kurtosis.

Heng Yao, Ben Ma, Mian Zou, Dong Xu, Jincao Yao

Frontiers Inf. Technol. Electron. Eng., 2021

2020

Statistical Analysis of Signal-Dependent Noise: Application in Blind Localization of Image Splicing Forgery.

Mian Zou, Heng Yao, Chuang Qin, Xinpeng Zhang

CoRR, 2020