Senseable AI Lab (SAIL)

Dept. of AI and Big Data, Soonchunhyang University

Lab Works

2024 Lab seminar presentation

DateTopicSpeakerAttachment
May. 16. 2024[Paper review] Video Action Recognition for Lane-Change Classification and Prediction of Surrounding Vehicles임재균[paper][review]
May. 16. 2024[Paper review] An integrated car-following and lane changing vehicle trajectory prediction algorithm based …홍석준[paper][review]
May. 16. 2024[Paper review] End-to-End Object Detection with Transformers민현식[paper][review]
May. 2. 2024[Paper review] 보행교통사고 다발지역 예측을 위한 딥러닝의 적용 : 수도권 노인과 어린이 보행교통사고를 중심으로김진성[paper][review]
May. 2. 2024[Paper review] 교통카드데이터를 활용한 대중교통 수단선택 형태분석: 버스의 도시 철도에 대한 대체 및 경합을 중심으로김성훈[paper][review]
May. 2. 2024[Paper review] Lv4+ 자율주행 테스트 시나리오 개발을 위한 자율주행차량 위험 사례 분석 : 인지 음영을 중심으로이윤지[paper][review]
May. 2. 2024[Paper review] CCTV 영상을 이용한 교통 정체 전파 인과 관계 분석이호우[paper][review]
Feb. 14. 2024[Paper review] FL-FD: Federated learning-based fall detection with multimodal data fusion김병훈[paper][review]
Feb. 14. 2024[Book review] Machine Learning – Hidden Markov Models이호우[book]
Feb. 14. 2024[Paper review] Trajectory Prediction Neural Network and Model Interpretation Based on Temporal Pattern…민현식[paper][review]
Feb. 07. 2024[Research progress] Multidimensional analytical framework for risky driving behaviors of commercial…진주빈[pdf]
Feb. 07. 2024[Paper review] Communication-Efficient Learning of Deep Networks from Decentralized Data김병훈[paper][review]
Feb. 07. 2024[Book review] Machine Learning – KNN, Cluster Analysis김진성[book]
Feb. 05. 2024[Paper review] 이동통신 기반 기종점 통행량 데이터를 활용한 도시 내 젠더 공간 분석김성훈[paper][review]
Feb. 05. 2024[Paper review] Research on Multi-class Road Obstacle Recognition and Decision Based on YOLOP Combine..백경선[paper][review]
Jan. 31. 2024[Lecture] Support Vector Machine(SVM)B. Noh[pdf]
Jan. 31. 2024[Paper review] Conflux LSTMs Network: A Novel Approach for Multi-View Action Recognition김병훈[paper][review]
Jan. 31. 2024[Paper review] A Unified modeling framework for lane change intention recognition and vehicle status…홍석준[paper][review]
Jan. 31. 2024[Paper review] Traffic Predict: Trajectory Prediction for Heterogeneous Traffic-Agents민현식[paper][review]
Jan. 31. 2024[Book review] Machine Learning – PCA(Principal Component Analysis)이호우[book]
Jan. 24. 2024[Book review] Machine Learning – Decision Tree, Random Forest, Boosting김진성[book]
Jan. 22. 2024[Paper review] Early Lane Change Prediction for Automated Driving Systems Using Multi-Task Attention-Bas…임재균[paper][review]
Jan. 22. 2024[Paper review] A Real-Time Passenger Flow Estimation and Prediction Method for Urban Bus Transit Systems김성훈[paper][review]
Jan. 22. 2024[Paper review] Solving the vehicle routing problem with drone for delivery services using an ant colony…백경선[paper][review]
Jan. 18. 2024[Lecture] Neural NetworkB. Noh[pdf]
Jan. 18. 2024[Paper review] Early lane change prediction for automated driving systems using multi-task attention-bas…홍석준[paper][review]
Jan. 18. 2024[Paper review] Research of the Delivery Autonomy and Vision-based Landing Algorithm for Last-Mile Servi…송정훈[paper][review]
Jan. 15. 2024[Research progress] Multi-Head Self-Attention TCN(Temporal Convolutional Network)민현식[pdf]
Jan. 15. 2024[Book review] Machine Learning – Logistic regression이호우[book]
Jan. 11. 2024[Research progress] Real-time operation of multiple vision-AI models for in-aircraft security in unmanned…김병훈[pdf]
Jan. 11. 2024[Research progress] Multidimensional analytical framework for risky driving behaviors of commercial…진주빈[pdf]
Jan. 11. 2024[Book review] Machine Learning – Linear Regression김진성[book]
Jan. 08. 2024[Research progress] 교통사고상황 텍스트 정보를 활용한 자연어처리 기반의 도로교통법 위반 판결예측 시스템민현식[pdf]
Jan. 08. 2024[Paper review] Lane changing models: a critical review임재균[paper][review]
Jan. 08. 2024[Paper review] Road accident prediction and model interpretation using a hybrid K means and random…김성훈[paper][review]
Jan. 08. 2024[Paper review] 드론 영상 기반 딥러닝 알고리즘을 이용한 불법 주정차 번호 인식 기술백경선[paper][review]

2023 Lab seminar presentation

DateTopicSpeakerAttachment
Dec. 21. 2023[Research progress] 낙상사고 위험 동작 영상-센서 쌍 데이터 구축과 인공지능 모델 개발김병훈[pdf]
Dec. 21. 2023[Paper review] Last mile delivery by drones an estimation of viable market potential and access to citizens…송정훈[paper][review]
Dec. 21. 2023[Paper review] Surrounding vehicles lane change maneuver prediction and detection홍석준[paper][review]
Dec. 11. 2023[Notice] Lab winter planB. Noh[pdf]
Nov. 06. 2023[Research progress] teeth segmentation & NLP민현식[pdf]
Oct. 30. 2023[Paper review] NetCube: a comprehensive network traffic analysis model based on multidimensional…진주빈[paper][review]
Oct. 30. 2023[Paper review] An integrated lane change prediction model incorporating traffic context based …홍석준[paper][review]
Oct. 30. 2023[Paper review] QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide…김병훈[paper][review]
Sep. 18. 2023[Paper review] Modeling-vehicle–pedestrian-interactions-outside-of-crosswalks김성훈[paper][review]
Sep. 04. 2023[Paper review] Effects of tougher school zone laws on road traffic safety in school zones for children…진주빈[paper][review]
Aug. 22. 2023[Paper review] Lane-Change Detection Based on Vehicle-Trajectory Prediction임재균[paper][review]
Aug. 16. 2023[Paper review] Real-time pedestrian pose estimation, tracking and localization for social distancing김병훈[paper][review]
Aug. 16. 2023[Paper review] Teeth Segmentation for Orthodontic based on Deep Learning민현식[paper][review]
Aug. 01. 2023[Book review] Machine Learning – Chapter 6진주빈[book]
Jul. 25. 2023[Book review] Machine Learning – Chapter 5민현식[book]
Jul. 18. 2023[Book review] Machine Learning – Chapter 4임재균[book]
Jul. 11. 2023[Book review] Machine Learning – Chapter 3김성훈[book]
Jun. 28. 2023[Book review] Machine Learning – Chapter 1 & 2조영서[book]
Jun. 22. 2023[Notice] Lab introductionB. Noh–