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Ji-Soo Choi

Korea Advanced Institute of Science and Technology · Computer Science

About the Lab

Professor Ji-Soo Choi's research lab specializes in signal processing and forensic analysis with a focus on electric network frequency (ENF) analysis for digital media authentication and geolocation. The lab develops advanced techniques for extracting high-fidelity ENF signals from multimedia recordings, particularly from video sources using rolling shutter mechanisms, to enable tamper detection and time-stamping. Additionally, the lab explores applications of environmental signals—such as power grid frequency variations—in digital forensics and secure geotagging of images. The lab also engages in hardware innovation, including low-power integrated circuits for quantum computing control, demonstrating a multidisciplinary approach combining signal processing, embedded systems, and cybersecurity.

ENF analysisdigital forensicssignal extractionlow-power ICgeotagging

Research Overview

Papers
35
Total Citations
128
Papers (5y)
15
Primary Field
Computer Science

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
15total
2022
2023
2024
2025
2026
Citations per year (5y)
55total
20222023202420252026

Selected Papers

15
1
Article|22 citations·2019
ENF Signal Extraction for Rolling-shutter Videos Using Periodic Zero-padding
Jisoo Choi, Chau-Wai Wong

Electric Network Frequency (ENF) analysis is a promising forensic technique for authenticating digital recordings and detecting tampering within the recordings. The validity of ENF analysis heavily relies on high-quality ENF signals extracted from multimedia recordings. In this paper, we propose an ENF signal extraction method for rolling shutter acquired videos using periodic zero-padding. Our analysis shows that the extracted ENF signals using the proposed method are not distorted and the comp

Computer Vision and Pattern RecognitionComputer Science
2
Article|21 citations·2021
A 5.5mW/Channel 2-to-7 GHz Frequency Synthesizable Qubit-Controlling Cryogenic Pulse Modulator for Scalable Quantum Computers
Kiseo Kang, Byung-Jun Kim, Gahyun Choi, Sun-Kyung Lee, Jisoo Choi, Jaeho Lee, Seokhyeong Kang, Moonjoo Lee, Ho-Jin Song, Yonuk Chong, Jae‐Yoon Sim

This work presents a qubit controller IC based on the direct synthesis. The IC consists of six independently-working pulse modulators utilizing the same LO frequency. We propose a sinusoid-shaping nonlinear DAC followed by a linear interpolating DAC to improve both of energy and hardware efficiencies. The implemented IC in 40nm CMOS is verified by superconducting qubit operations with Rabi and Ramsey oscillations while consuming power of < 1/60 compared with the previous state-of-the-art.

Artificial IntelligenceComputer Science
3
Article|14 citations·2023
Size-classified monitoring of ATP bioluminescence for rapid assessment of biological distribution in airborne particulates
Jae-Ho Oh, Jisoo Choi, Milad Massoudifarid, Ja Young Park, Jungho Hwang, Jiseok Lim, Jeong Hoon Byeon
SJR Q1Biosensors and Bioelectronics
Health, Toxicology and MutagenesisEnvironmental Science
4
Article|14 citations·2023
Analysis of ENF Signal Extraction From Videos Acquired by Rolling Shutters
Jisoo Choi, Chau-Wai Wong, Hui Su, Min Wu
SJR Q1IEEE Transactions on Information Forensics and Security

Electric network frequency (ENF) analysis is a promising forensic technique for authenticating multimedia recordings and detecting tampering. The validity of the ENF analysis heavily relies on the capability of extracting high-quality ENF signals from multimedia recordings. This paper analyzes and compares two representative methods for extracting ENF signals from visual signals acquired by cameras using the rolling-shutter mechanism. The first method proposed in prior work, <italic xmlns:mml="h

Computer Vision and Pattern RecognitionComputer Science
5
Article|12 citations·2017
IsV2C: An Integrated Road Traffic-Network-Cloud Simulator for V2C Connected Car Services
Heejae Kim, Jiyong Han, Seong-Hwan Kim, Jisoo Choi, Dong-Sik Yoon, Minsu Jeon, Eunjoo Yang, Nhat Pham, Sungpil Woo, Jeongkyu Park, Daeyoung Kim, Chan‐Hyun Youn

The recent growth of connected car technology encourages IT and vehicle organizations to develop advanced vehicle-to-cloud (V2C) services such as driving assistance, infotainment, and vehicle maintenance. However, since their performances highly depend on the resource configuration and regional characteristics, it is almost impossible to examine the service feasibility in every candidate region by constructing real testbeds. To overcome this problem, we present an integrated road traffic-network

Electrical and Electronic EngineeringEngineering
6
Article|10 citations·2022
Invisible Geolocation Signature Extraction From a Single Image
Jisoo Choi, Chau-Wai Wong, Adi Hajj-Ahmad, Min Wu, Yanpin Ren
SJR Q1IEEE Transactions on Information Forensics and Security

Geotagging images of interest are increasingly important to law enforcement, national security, and journalism. Today, many images do not carry location tags that are trustworthy and resilient to tampering; and landmark-based visual clues may not be readily present in every image, especially in those taken indoors. In this paper, we exploit an environmental signature from the power grid, the electric network frequency (ENF) signal, which can be inherently captured in a sensing stream at the time

Computer Vision and Pattern RecognitionComputer Science
7
Article|8 citations·2022
Stable Isotope Analysis of Residual Pesticides via High Performance Liquid Chromatography and Elemental Analyzer–Isotope Ratio Mass Spectrometry
Hee Young Yun, Eun‐Ji Won, Jisoo Choi, Yusang Cho, Da Jung Lim, In-Seon Kim, Kyung‐Hoon Shin
SJR Q1MoleculesOA

To broaden the range of measurable pesticides for stable isotope analysis (SIA), we tested whether SIA of the anthranilic diamides cyantraniliprole (CYN) and chlorantraniliprole (CHL) can be achieved under elemental analyzer/isotope ratio mass spectrometry with compound purification in high-performance liquid chromatography (HPLC). Using this method, carbon isotope compositions were measured in pesticide residues extracted from plants (lettuce) grown indoors in potting soil that were treated wit

Food ScienceAgricultural and Biological Sciences
8
Article|7 citations·2018
Direction Vector-Based Algorithm for the Nash Bargaining Solution in Dynamic Networks
Jisoo Choi, Hyunggon Park
SJR Q1IEEE Communications Letters

It is essential for multiuser networks to determine how to efficiently and fairly allocate shared and limited resources. Moreover, it is critical to optimally allocate these resources while ensuring quality of service requirements for users who require tolerable levels of quality. In this letter, we adopt a game-theoretic approach, referred to as the Nash bargaining solution (NBS), for resource allocation across multiple users. While the NBS can provide a fair and optimal resource allocation, fi

Electrical and Electronic EngineeringEngineering
9
Article|5 citations·1998
High strain rate response of a tungsten heavy alloy
Shao-Ting Chang, Jisoo Choi
AIP conference proceedings

The effect of thickness change of a tungsten heavy alloy (WHA) on its dynamic behaviors has been studied. Exploding bridgwire (EBW) detonator has been used to drive the alloy plate. The particle velocity at the rear free surface of a specimen was measured by means of VISAR. Simple experimental technique has been introduced herein to obtain the Hugoniot elastic limit and spall strength of materials in the form of small disc plate (diameter of ∼7 mm) with varying thickness. The peak pressure decay

Materials ChemistryMaterials Science
10
Book Chapter|5 citations·2022
Power Signature for Multimedia Forensics
Adi Hajj-Ahmad, Chau-Wai Wong, Jisoo Choi, Min Wu
Advances in computer vision and pattern recognitionOA

Abstract There has been an increasing amount of work surrounding the Electric Network Frequency (ENF) signal, an environmental signature captured by audio and video recordings made in locations where there is electrical activity. ENF is the frequency of power distribution networks, 60 Hz in most of the Americas and 50 Hz in most other parts of the world. The ubiquity of this power signature and the appearance of its traces in media recordings motivated its early application toward time–location

Computer Vision and Pattern RecognitionComputer Science
11
Article|4 citations·2020
Observation of a Strongly Enhanced Relaxation Time of an In-situ Tunable Transmon on a Silicon Substrate up to the Purcell Limit Approaching 100 μs
Gwanyeol Park, Gahyun Choi, Jisoo Choi, Jiman Choi, Soon-Gul Lee, Kwan-Woo Lee, Woon Song, Yonuk Chong
SJR Q3Journal of the Korean Physical Society

The remarkable advances of quantum computation technology with superconducting qubits based on circuit quantum electrodynamics (QED) architecture have been achieved by improving control, protection and measurement of the quantum states at the same time. At the heart of all these quantum operations, the significant enhancement of the qubit coherence time during the last decades was the key. Even after all these advances, the coherence and relaxation time of superconducting qubits still requires f

Artificial IntelligenceComputer Science
12
Preprint|2 citations·2022
Analysis of ENF Signal Extraction From Videos Acquired by Rolling Shutters
Jisoo Choi, Chau-Wai Wong, Hui Su, Min Wu
OA

Submitted to IEEE Transactions on Information Forensics and Security (T-IFS). Under revision.

Computer Vision and Pattern RecognitionComputer Science
13
Article|1 citations·2025
Synaptic devices based on flash memory using quantum dots
Jisoo Choi, Soyeon Jeong, Jeongmok Yang, Jaemin Kim, Moongyu Jang
SJR Q3Journal of the Korean Physical Society
Electrical and Electronic EngineeringEngineering
14
Article|1 citations·2016
Coalition based low-complexity algorithm for Nash bargaining solution
Jisoo Choi, Seunghyun Jung, Hyunggon Park

In this paper, we present an efficient algorithm for Nash bargaining solution (NBS). While NBS can be deployed to allocate limited resources to multiple users fairly and optimally, it requires significantly high computational complexity to find NBS, in particular, as the number of users becomes large. In order to reduce the complexity for NBS, we propose to adopt a coalition formation based approach, which is efficient for large number of users. In addition, we define a coalition utility functio

Economics and EconometricsEconomics, Econometrics and Finance
15
Preprint|0 citations·2023
Invisible Geolocation Signature Extraction From a Single Image
Jisoo Choi, Chau-Wai Wong, Adi Hajj-Ahmad, Min Wu, Yanping Ren
OA

Published in IEEE Transactions on Information Forensics and Security (T-IFS) on 23 June 2022. This version on TechRxiv contains supplemental material.

Computer Vision and Pattern RecognitionComputer Science

Research Areas

Computer Vision and Pattern RecognitionElectrical and Electronic EngineeringArtificial IntelligenceAtomic and Molecular Physics, and OpticsHealth, Toxicology and MutagenesisFood Science

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