Search Results for author: Pei-Chi Huang

Found 6 papers, 1 papers with code

Deep Learning-based Text-in-Image Watermarking

no code implementations19 Apr 2024 Bishwa Karki, Chun-Hua Tsai, Pei-Chi Huang, Xin Zhong

In this work, we introduce a novel deep learning-based approach to text-in-image watermarking, a method that embeds and extracts textual information within images to enhance data security and integrity.

Image-based Deep Learning for Smart Digital Twins: a Review

no code implementations4 Jan 2024 Md Ruman Islam, Mahadevan Subramaniam, Pei-Chi Huang

Smart Digital twins (SDTs) are being increasingly used to virtually replicate and predict the behaviors of complex physical systems through continual data assimilation enabling the optimization of the performance of these systems by controlling the actions of systems.

Anomaly Detection Data Augmentation +1

Padding Module: Learning the Padding in Deep Neural Networks

no code implementations11 Jan 2023 Fahad Alrasheedi, Xin Zhong, Pei-Chi Huang

During the last decades, many studies have been dedicated to improving the performance of neural networks, for example, the network architectures, initialization, and activation.

FOD-A: A Dataset for Foreign Object Debris in Airports

1 code implementation6 Oct 2021 Travis Munyer, Pei-Chi Huang, Chenyu Huang, Xin Zhong

This paper presents the creation methodology, discusses the publicly available dataset extension process, and demonstrates the practicality of FOD-A with widely used machine learning models for object detection.

BIG-bench Machine Learning Object +2

DLWIoT: Deep Learning-based Watermarking for Authorized IoT Onboarding

no code implementations18 Oct 2020 Spyridon Mastorakis, Xin Zhong, Pei-Chi Huang, Reza Tourani

DLWIoT embeds user credentials into carrier images (e. g., QR codes printed on IoT devices), thus enables IoT onboarding only by authorized users.

An Automated and Robust Image Watermarking Scheme Based on Deep Neural Networks

no code implementations5 Jul 2020 Xin Zhong, Pei-Chi Huang, Spyridon Mastorakis, Frank Y. Shih

Digital image watermarking is the process of embedding and extracting a watermark covertly on a cover-image.

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