6 citations · 9 across the 9 of their papers we have counts for
9 papers
DeepFreqMark: End-To-End Learnable Frequency-Domain Watermarking with Spherical Attack Simulation for Latent Diffusion Models
Chen-Hsiu Huang, Mario Köppen, Ja-Ling Wu
The proliferation of AI-generated images produced by Latent Diffusion Models (LDMs) has raised critical concerns regarding copyright infringement and misinformation. Although exist…
Variable-Rate Deep Image Compression based on Low-Rank Adaptation by Progressive Learning
Xing-Yu Xu, Chen-Hsiu Huang, Ja-Ling Wu
In the digital age, image compression is crucial for numerous applications, including web media, streaming services, high-resolution medical imaging, and connected vehicle networks…
SLIC: Secure Learned Image Codec through Compressed Domain Watermarking to Defend Image Manipulation
Chen-Hsiu Huang, Ja-Ling Wu
The digital image manipulation and advancements in Generative AI, such as Deepfake, has raised significant concerns regarding the authenticity of images shared on social media. Tra…
Exploring Compressed Image Representation as a Perceptual Proxy: A Study
Chen-Hsiu Huang, Ja-Ling Wu
We propose an end-to-end learned image compression codec wherein the analysis transform is jointly trained with an object classification task. This study affirms that the compresse…
Image Data Hiding in Neural Compressed Latent Representations
Chen-Hsiu Huang, Ja-Ling Wu
We propose an end-to-end learned image data hiding framework that embeds and extracts secrets in the latent representations of a generic neural compressor. By leveraging a perceptu…
CPIPS: Learning to Preserve Perceptual Distances in End-to-End Image Compression
Chen-Hsiu Huang, Ja-Ling Wu
Lossy image coding standards such as JPEG and MPEG have successfully achieved high compression rates for human consumption of multimedia data. However, with the increasing prevalen…
Image data hiding with multi-scale autoencoder network
Chen-Hsiu Huang, Ja-Ling Wu
mage steganography is the process of hiding information which can be text, image, or video inside a cover image. The advantage of steganography over cryptography is that the intend…
JQF: Optimal JPEG Quantization Table Fusion by Simulated Annealing on Texture Images and Predicting Textures
Chen-Hsiu Huang, Ja-Ling Wu
JPEG has been a widely used lossy image compression codec for nearly three decades. The JPEG standard allows to use customized quantization table; however, it's still a challenging…
Multi-task deep CNN model for no-reference image quality assessment on smartphone camera photos
Chen-Hsiu Huang, Ja-Ling Wu
Smartphone is the most successful consumer electronic product in today's mobile social network era. The smartphone camera quality and its image post-processing capability is the do…