π Hi, there.
π I'm interested in
- Machine Learning & Deep Learing (TensorFlow & Pytorch)
- Multi Object Tracking & Anomaly Detection
- Real Time System
- Spiking Neural Network
βοΈ Now I'm learning
- To Use Language : Python, Java, C++, ...
- To Use Library : TensorFlow, Pytorch, ...
- To Use Device(OS) : PC(Linux, Windows), Xavier(Linux, ROS), ...
π» Project
π© Competition
INUμΈμ²λνκ΅ SmartLivingLab Hackathon 1stINUμΈμ²λνκ΅ μμ¨μ£Όνμλμ°¨ μννΈμ¨μ΄ κ²½μ§λν INU-ADSC μμKaggleBody Morphometry: Kidney and Tumor 3rdSAMμμΈλλ³μ SAM μν νΌμ€μ¦λ κ²½μ§λν 1stSAMμμΈλλ³μ SAM μμ°½ κ²½μ§λν 3rdDiSolutionλΆμ°κ΄μμ μΈκ³΅μ§λ₯ νμ΅μ© λ°μ΄ν° ν΄μ»€ν€ λν 1stDaconꡬλ΄μλΉ μμ μΈμ μμΈ‘ AI κ²½μ§λν 8/481 (Top 1.6%)Dacon2021 κ΅ν΅ μ(ζ)μ νΈ λμ μΈμ AI κ²½μ§λν 6/228 (Top 2.6%)
π Publication
KCIReal-Time Multi-Object Tracking using Mixture of SORT and DeepSORT, νκ΅μ 보기μ νν(KIIT)SCIEPartitioned Real-Time Scheduling for Preventing Information Leakage, IEEE AccessKCCMulti-object tracking trend in real-time embedded environment, νκ΅μ 보과νν(KIISE)RTSSRT-MOT: Confidence-Aware Real-Time Scheduling Framework for Multi-Object Tracking Tasks, IEEE RTSS 2022BigDataA 2-Stage Model for Vehicle Class and Orientation Detection with Photo-Realistic Image Generation, IEEE BigData Workshop 2022SACMOT-AS: Real-Time Scheduling Framework for Multi-Object Tracking Capturing Accuracy and Stability, ACM SAC 2024SACPrior-Based Enhanced ASD-POCS for Artifact Suppression and Structural Preservation in Sparse-View CBCT, ACM SAC 2024EMSOFTBatch-MOT: Batch-Enabled Real-Time Scheduling for Multi-Object Tracking Tasks, ACM EMSOFT 2024SCIEBatch-MOT: Batch-Enabled Real-Time Scheduling for Multi-Object Tracking Tasks, IEEE TCADICPRSpecular Region Detection and Covariant Feature Extraction, ICPR 2024ICPRDeep Prior Based Limited-Angle Tomography, ICPR 2024ICPRAdvanced Endoscopy Imaging with Automatic Feedback, ICPR 2024IWMCAMOT-AS: Real-Time Scheduling Framework for Multi-Object Tracking Capturing Accuracy and Stability, IWMCA 2024ArxivAT-SNN: Adaptive Tokens for Vision Transformer on Spiking Neural Network, ArxivArxivBankTweak: Adversarial Attack against Multi-Object Trackers by Manipulating Feature Banks, Arxiv