Deep Context Learning for Image Understanding
Advisor: Nassir NavabSupervision by: Dr. Lichao Wang
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Overview
Machine learning is widely used in various image understanding applications, e.g., object detection, segmentation and depth reconstruction. This project aims at using deep learning to incorporate additional constraints so that the estimation result more globally optimal. The student will work based on state-of-the-art computer vision and image processing works as well as some latest work of Dr. Lichao Wang. If you are interested please send your updated CV (including practical project experience) to Dr. Lichao Wang. If you have worked with any other people from the chair, please also include them as references.Requirements
- Experience of image processing and machine learning is required.
- Good experience with C++ is required.
- Experience with Matlab is preferred.
| Students.ProjectForm | |
|---|---|
| Title: | Deep Context Learning for Image Understanding |
| Abstract: | Machine learning is widely used in various image understanding applications, e.g., object detection, segmentation and depth reconstruction. This project aims at using deep learning to incorporate additional constraints so that the estimation result more globally optimal. The student will work based on state-of-the-art computer vision and image processing works as well as some latest work of Dr. Lichao Wang. |
| Student: | |
| Director: | Nassir Navab |
| Supervisor: | Dr. Lichao Wang |
| Type: | Master Thesis |
| Area: | |
| Status: | finished |
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| Finish: | |
| Thesis (optional): | |
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