fnctId=profInfo,fnctNo=353
Research interests
- Computer Vision in Autonomous Vehicles
- Wide-angle Camera Sensor Calibration
- Applied Artificial Intelligence
- Digital Image Processing Algorithms
- Applied Integrated Systems
Research
-
Thesis펼치기
- Feasible Self-Calibration of Larger Field-of-View(FOV) Lens Cameras for Vision-based Applications, 2020
-
Journal Articles펼치기
- Fabrication of 1D/2D Au nanofiber/MIL-101(Cr)-NH2 composite for selective electrochemical detection of caffeic acid: Predicting sensor performance by machine learning and investigating the porosity using AI and computer vision-based image analysis, MICROCHEMICAL JOURNAL, 2024
- Exploring advanced materials: Harnessing the synergy of inverse gas chromatography and artificial vision intelligence, TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2024
- Nanostructurally fabrication of nickel oxide-interfaced carbon nanotubes for supercapacitors and exploration of electrochemical correlation via computer vision techniques and artificial intelligence, Journal of Energy Storage, 2024
- SynFAGnet: A Fully Automated Generative Network for Realistic Fire Image Generation, FIRE TECHNOLOGY, 2024
- Multilayer Perceptron-Based Error Compensation for Automatic On-the-Fly Camera Orientation Estimation Using a Single Vanishing Point from Road Lane, SENSORS, 2024
- Fabrication of nickel-copper sulfide nanoparticles decorated on metal-organic framework composite for supercapacitor application by hydrothermal process, JOURNAL OF ALLOYS AND COMPOUNDS, 2024
- CNTs supported NiCo2O4 nanostructures as advanced composite for high performance supercapacitors, DIAMOND AND RELATED MATERIALS, 2023
- Toxicological Assessment of Divalent Ion-Modified ZnO Nanomaterials Through Artificial Intelligence and In Vivo Study, AQUATIC TOXICOLOGY, 2023
- Toxicity reduction of ZnO cauliflower-like structure through trivalent neodymium ion substitution and investigation via computer vision and AI image analysis, MATERIALS CHEMISTRY AND PHYSICS, 2023
- Cobalt sulfide@ cobalt-metal organic frame works materials for energy storage and electrochemical glucose detection sensor application, JOURNAL OF ALLOYS AND COMPOUNDS, 2023
- Segmentation-based ID preserving iris synthesis using generative adversarial networks, MULTIMEDIA TOOLS AND APPLICATIONS, 2023
- Thermal modeling for anionic surfactant using Inverse gas chromatography and image processing techniques, JOURNAL OF MOLECULAR LIQUIDS, 2023
- SSRT: A Sequential Skeleton RGB Transformer to Recognize Fine-grained Human-Object Interactions and Action Recognition, IEEE ACCESS, 2023
- Implementation of Field-Programmable Gate Array Platform for Object Classification Tasks Using Spike-Based Backpropagated Deep Convolutional Spiking Neural Networks, MICROMACHINES, 2023
- Joint Multiclass Object Detection and Semantic Segmentation for Autonomous Driving, IEEE ACCESS, 2023
- Real-Time Memory Efficient Multitask Learning Model for Autonomous Driving, IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023
- Hydrothermal synthesis of CuO@ MnO2 on nitrogen-doped multiwalled carbon nanotube composite electrodes for supercapacitor applications, Scientific Reports, Vol.12,No.12951, 1~10, 2022
- Surface thermodynamic properties by reverse phase chromatography and visual traits using computer vision techniques on Amberlite XAD-7 acrylic-ester-resin, POLYMERS FOR ADVANCED TECHNOLOGIES, 2022
- Exploring Human Pose Estimation and the Usage of Synthetic Data for Elderly Fall Detection in Real-World Surveillance, IEEE ACCESS, 94249~94261, 2022
- Sonication-supported synthesis of cobalt oxide assembled on an N-MWCNT composite for electrochemical supercapacitors via three-electrode configuration, Scientific Reports, Vol.12,No.1, 2022
- Enhanced supercapacitive behavior by CuO@MnO2/carboxymethyl cellulose composites, CERAMICS INTERNATIONAL, Vol.47,No.19, 26738~26747, 2021
- Exploring Optimized Spiking Neural Network Architectures for Classification Tasks on Embedded Platforms, SENSORS, Vol.21,No.9, 2021
- Ultrasonication-mediated nitrogen-doped multiwalled carbon nanotubes involving carboxy methylcellulose composite for solid-state supercapacitor applications, Scientific Reports, Vol.11,No.1, 2021
- Vision-Based Tactile Sensor Mechanism for the Estimation of Contact Position and Force Distribution Using Deep Learning, SENSORS, Vol.21,No.5, 2021
- A critical review on computer vision and artificial intelligence in food industry, Journal of Agriculture and Food Research, Vol.2, 2020
- Facile synthesis of CuO/NiO/nitrogen doped rGO by ultrasonication for high performance supercapacitors, JOURNAL OF ALLOYS AND COMPOUNDS, Vol.847, 2020
- Surface Thermo-Dynamic Characterization of Poly (Vinylidene Chloride-Co-Acrylonitrile) (P(VDC-co-AN)) Using Inverse-Gas Chromatography and Investigation of Visual Traits Using Computer Vision Image Processing Algorithms, POLYMERS, Vol.12,No.8, 2020
- Automatic distortion rectification of wide-angle images using outlier refinement for streamlining vision tasks, SENSORS, Vol.20,No.3, 2020
- Automatic radial un-distortion using conditional generative adversarial network, Journal of Institute of Control, Robotics and Systems, Vol.25,No.11, 1007~1013, 2019
- Feasible Self-Calibration of Larger Field-of-View (FOV) Camera Sensors for the Advanced Driver-Assistance System (ADAS), SENSORS, Vol.19,No.15, 2019
-
Books
-
Book Chapters
-
Patents펼치기
- 영상 영역 분할 방법, 영상 영역 분할 장치 및 영상 영역 분할 프로그램, 2022
-
Citation and Awards