강의계획서
| 교과목코드 | DU260002 | 교과목명 | 인공지능응용특론 |
|---|---|---|---|
| 강의학과 | 인공지능학과 | 교수 | 김주영 |
| 교수소속 | 융합소프트웨어학부 응용소프트웨어전공 | 이수학년 | |
| 과목구분 | 과정구분 | 석·박사공통 | |
| 이메일 | harrykim@mju.ac.kr | 전화번호 |
| 주차 | 주제 |
|---|---|
| 1주차 | Course Orientation & Problem Framing |
| 2주차 | Biometrics Landscape: Modalities, Tasks, Metrics |
| 3주차 | Sensing & Data Collection in the Wild |
| 4주차 | Preprocessing, Normalization & Quality Assessment |
| 5주차 | Representation Learning for Recognition |
| 6주차 | Matching, Authentication & Large-Scale Search |
| 7주차 | Face Recognition: Recent Trends & Generalization |
| 8주차 | Fingerprint/Iris/Vein Recognition: Sensors to Matching |
| 9주차 | Adversarial Attacks, Presentation Attacks & Security |
| 10주차 | Fairness, Bias, Privacy & Trustworthy AI |
| 11주차 | Project Proposal Presentations & Paper-to-Idea Mapping |
| 12주차 | Project Progress Presentations & Peer Review |
| 13주차 | Project Progress Presentations & Peer Review |
| 14주차 | Project Progress Presentations & Peer Review |
| 15주차 | Final Project Presentations |
| 16주차 |