Publications

IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization

A comprehensive benchmark is yet to be established in the Image Manipulation Detection & Localization (IMDL) field. The absence of …

Xiaochen Ma, Xuekang Zhu, Lei Su, Bo Du, Zhuohang Jiang, Bingkui Tong, Zeyu Lei, Xinyu Yang, Chi-Man Pun, Jiancheng Lv, Jizhe Zhou*

IML-ViT: Benchmarking Image Manipulation Localization by Vision Transformer

Advanced image tampering techniques are increasingly challenging the trustworthiness of multimedia, leading to the development of Image …

Xiaochen Ma, Bo Du, Zhuohang Jiang, Ahmed Y. Al Hammadi, Jizhe Zhou*

IML-ViT: Benchmarking Image Manipulation Localization by Vision Transformer

Perceptual MAE for Image Manipulation Localization: A High-level Vision Learner Focusing on Low-level Features

Nowadays, multimedia forensics faces unprecedented challenges due to the rapid advancement of multimedia generation technology thereby …

Xiaochen Ma, Jizhe Zhou*, Xiong Xu, Zhuohang Jiang, Chi-Man Pun

Pre-training-free Image Manipulation Localization through Non-Mutually Exclusive Contrastive Learning

Deep Image Manipulation Localization (IML) models suffer from training data insufficiency and thus heavily rely on pre-training. We …

Jizhe Zhou*, Xiaochen Ma, Xia Du, Ahmed Y. Alhammadi, Wentao Feng

Enzymatic colorimetric method for turn-on determination of l-lactic acid through indicator displacement assay

l-Lactic acid is a natural α-hydroxy carboxylic acid and is commonly used as an addictive. Quantitation of l-lactic acid is …

Zhaoqi Ran, Xiawen Wang, Ling Zhang, Yang Yang, Zhongtao Shang, Qinfei Chen, Xiaochen Ma, Zhuoqun Qian, Wenbin Liu

Enzymatic colorimetric method for turn-on determination of l-lactic acid through indicator displacement assay