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We extract feature points between two similar images and match them, followed by overlaying them together based on the matched points in the bottom row.
Thanks to rapid advances of digital camera and various image processing tools, we can easily create new pictures, images, and videos for various purposes. This in turn results in a huge amount of images in the internet and even in personal computers. For example, flickr, an image hosting website, contains more than five billion images and flickr members update more than three thousands image every minute.
These huge image databases pose numerous technical challenges in terms of image processing, searching, storing, etc. In this class we will discuss various scalable techniques for web-scale image/video databases and novel applications that can utilize such data.
In summary, what you will get at the end of the course:
What you will do:
| # of lecture, date |
Topics and slides |
Related material(s) |
| Sep-2 (T) | Overview on the course and course policy | Important announcement on the first class |
| Sep-4 (Th) Sep-11 (Th) | Keypoint localization |
Code of Harris detector |
| Sep-16 (T) Sep-18 (Th) | Descriptor |
Programming Assignment1 |
| Sep-23 (T) Sep-25 (Th) | Bag-of-Words(BoW) Models | Programming Assignment2 |
| Sep-30 (T) Oct-2 (Th) | Recent Image Retrieval Techniques | |
| Oct-7 (T) | Invited Talk on Geometric Computing | |
|
Oct-14 (T) Oct-16 (Th) | Hashing Techniques |
Project Guidelines |
|
Oct-21 (T) Oct-23 (Th) | ||
| Oct-28 (T) | 박희웅 오은수 윤웅직 | |
| Oct-30 (Th) | 김병주 김인엽 이형석 | |
| Nov-4 (T) | 김태영 김동신 나원준 이윤석 | |
| Nov-6 (Th) | 김태연 양현철 이예강 | |
| Nov-11 (T) | 권용선 박진선 이가영 | |
| Nov-13 (Th) | 김수지 유병인 최창민 | |
| Nov-18 (T) | Mid-project presentation: 1.유병인,이예강 2.이형석,김병주 3.양현철,김태영,권용선 4.김동신,김태연 | |
| Nov-20 (Th) | Mid-project presentation: 1.박진선,이가영 2.이윤석,윤웅직,김수지 3.최창민,김인엽 4.오은수,나원준,박희웅 | |
| Nov-25 (T) | 윤웅직 오은수 권용선 | |
| Nov-27 (Th) | 이윤석 김수지 김동신 | |
| Dec-2 (T) | 이예강 이가영 김병주 이형석 | |
| Dec-4 (Th) | 김인엽 유병인 김태영 | |
| Dec-9 (T) | 박진선 나원준 양현철 | |
| Dec-11 (Th) | 최창민 김태연 박희웅 | |
| Dec-16 (T) | Final-project presentation: 1.김동신,김태연 2.박진선,이가영 3.유병인,이예강 4.이형석,김병주 5.최창민,김인엽 6.양현철,김태영,권용선 7.이윤석,윤웅직,김수지 8.오은수,나원준,박희웅 | |
| Dec-18 (Th) | ||
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For your presentations, please use the this powerpoint template; paper presentation guideline is available.
For your final report, please use the this latex template
Computer vision resources (papers, code, datasets, etc.):
Paper search:
Acknowledgements:
The course materials are based on those of Prof. Fei-Fei Li, Stanford.
Thank you so much!
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