Jae-wook Jeon
Sungkyunkwan University · Engineering
About the Lab
Professor Jae-wook Jeon's research lab specializes in intelligent mechatronics and advanced actuator systems, with a focus on electroactive polymers and biomimetic robotics. The lab develops innovative actuators—such as electrostrictive and dielectric elastomer-based systems—that enable precise, compliant, and bidirectional motion, emulating natural muscle behavior. It also advances computer vision and image processing techniques for real-world applications, including autonomous robotics, intelligent vehicles, and fish-eye camera-based surveillance. The lab integrates hardware-software co-design, emphasizing real-time performance, low-latency processing, and robustness in dynamic environments.
Research Overview
Research Output Trend
Figures are computed from collected data and may differ slightly.
Selected Papers
15Recently, Electrostrictive polymers (EPs) are studied for micro-actuator, because of similarity of body tissue. Electrostrictive polymers (EPs) are based on the deformation of dielectric elastomer polymer in the presence of an electric field. Modeling of electrostrictive polymer has been studied, which is about voltage and displacement. And there are many parameters such as Young's modulus, voltage, thickness of EPs, pre-strain, dielectric, frequency and temperature which effect to movement of E
Image processing and analysis are active research topics. An intelligent vehicle and a service robot require these techniques. In particular, there is a big demand for line detection because it has a wide range of applications. The line features in an image are used for object identification, robot navigation, and intelligent vehicle control. To detect the lines, a Hough transform is generally used. The Hough transform has good detection results and it is robust to noise, but it takes a long tim
Recent advances made in IT technology has given much impetus to the development of multimedia devices. The digital camera is such a multimedia device. It has made much progress and become very popular, as most people now own a digital camera or cell phone with camera features. People often take photographs in everyday life. Professional photographers often take photographs of travel destinations, banquet halls or parties. In this paper, we propose an autonomous robot photographer capable of taki
Fish-eye cameras have long been employed in traffic surveillance systems to allow for wider observation of the roads. Despite their widespread use, limited computer vision research is tailored explicitly to images captured by fish-eye cameras. The AI City Challenge 2024 - Track 4 introduces a novel fish-eye camera dataset for the 2D road object detection task. This paper proposes a framework designed to detect objects in fish-eye camera images. Our approach involves several key steps: first, we
A new biomemetic actuator is proposed. The actuator realizes bidirectional actuation since it is with a stretched film antagonistically configured with compliant electrodes. Also, it is distinguished from existing actuators with respect to the controllability of its compliance. Bidirectional actuation and compliance controllability are important characteristics for the artificial muscle actuator and the proposed one accomplishes these requirements without any mechanical substitute or complicated
Behaviors of nafion-based actuators are significantly affected by interfacial area between electrode and polymer electrolyte. Replication method was utilized to manufacture a large surface-area composite actuator. Etched aluminum foil was used as a template for replication using liquid nafion solution. Measurement of double layer charging and scanning electron microscopy indicated that interfacial area was greatly increased by replication method. Higher surface area induced a better bending perf
In this paper, we present design and implementation of a New FAT file system (NFAT) for mobile multimedia devices. Conventional file system which has been used for personal computers is the FAT and it is still adopted for most of current portable devices. The major problem of the FAT is overhead due to cluster switching which involves retrieving and updating of cluster connection information saved on the file allocation table. Because of this overhead, response time of file read and write operat
In previous works, the possibility of the electrostrictive polymer as the actuator use has been proved. In this paper we address an actual design of an actuator and an inchworm type robotic mechanism using the electrostrictive polymer. The robot will be developed to move horizontally, vertically with steering capability, aiming for navigation in small tubular structures such as flexible pipes but now in this stage a simple bellows type robot capable of accomplishing the linear movement like that
The actuation of electrostrictive polymer (EP) actuator under electric field is known due to the electrostatic force between the parallel compliant electrodes on both sides of polymer film, which means the magnitude of electric potential between the electrodes is one of the determinative parameters of the actuation. The actuation is also dependent on the material properties such as dielectric constant and elastic modulus of polymers. In order to maximize the actuation behavior, high dielectric c
This study presents a lightweight deep learning model developed for DPU-accelerated systems. It aims to provide real-time autonomous driving on resource-constrained systems such as the Ultra96v2. A customized kids electric car served as the platform. Custom power supply and steering control systems were set up in the car to enable real-world testing. To enhance inference performance, various methods were used. These included input size reduction, channel-pruning, and quantization. As a consequen
The method of automatically controlling exposure suggested in this paper can be divided into two stages: One is to construct a table storing values to establish an image sensor, and the other one is to control exposure by using the table created and actually establishing the sensor. To control exposure generally, it is possible to get an expected result by controlling analog/digital gains or exposure time. after constructing set values of the exposure control parameter, analog gains and exposure
In this paper first we address experimental works to investigate basic characteristics of IPMC actuators which have not been discussed sufficiently yet. Surface conductivity, displacement and force features are discussed. Also a new actuator is proposed called Artificial Musclelike Linear Actuator (AMuLA) inspired from the actuation principles of the human. The actuator is a linear actuator simulating the mechanical behavior of myofilaments that are the basic units of the human muscle. Multiple
Electrostrictive polymers such as silicone, acrylic, and polyurethane can achieve large strain and stress with high electric field. This property can make electrostrictive polymers useful actuators. While there are some limitations in reducing existing actuators, there are few in electrostrictive polymer actuators. Therefore, an electrostrictive polymer can be used to design an actuator of a micro robot system. In this paper, an actuator system, which consists of an electrostrictive polymer actu
Voice is one of the convenient methods for communicating between humans and robots. To command a lot of robot tasks by voice, voices of the same number have to be able to be recognized. But the more voices that have to be recognized, the higher the cost of recognition system is and the longer the time of recognition is. In this paper, a low cost voice recognition system which can distinguish a lot of robot tasks is proposed. The proposed system consists of a general purpose microprocessor and a
In tele-operation using robots, both the skills of an operator and the information about remote workplace are needed in order to perform given tasks successfully. But due to a communication delay and insufficient information about the remote workplace, it is difficult to perform some tasks in tele-operation. In order to solve these problems, graphics techniques in tele-operation have been studied. As the network technology has progressed, the dedicated communication lines of tele-operation have
Research Areas
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