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Lectures: Mon & Wed 2:00 -
3:50
PM @ Posner Hall 153 (In-Person Expectation) |
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Course Goals |
Upon completing the course successfully, students will understand the
basic theories and computational methods of computer vision and will be
able to suggest appropriate sensors and visual-data processing methods
for various engineering applications. The course lays the foundation
for students to take more advanced, research-oriented computer vision
and related courses. |
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Course Relevance |
Computer vision has become a key technology in many engineering
applications. Mastery of the theories and computational methods of
computer vision would be helpful for students’ careers in industry and
academia. |
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Scope of Course |
The
course provides a general introduction to the basics of computer vision
and its modern engineering applications such as factory automation,
infrastructure inspection, mobile-robot navigation, self-driving cars,
and medical diagnosis. Students learn the theories, algorithms, and
computational methods of computer vision, including (1) Sensor
Selection, (2) Image Processing and Analysis, (3) Motion Analyses, (4)
3D Reconstruction, (5) Pointcloud Processing, (6) Feature Tracking, and
(8) Object Detection. After learning theories and algorithms in lecture,
students will have weekly problem sets to design computational methods
for computer vision, write computer programs, and present their results.
Students wrap up their learning experiences by working in a group on a
course project of their choice. |
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Teaching Staff |
Professor
Kenji Shimada (Instructor)
Office: B06, Scaife Hall
Email: shimada
@ cmu . edu
Office Hours: by email appointment |
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Tomotake Furuhata
(Co-Instructor)
Email: tomotake
@ andrew . cmu . edu
Office Hours: by email appointment |
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Grant Metts
(TA)
Email: gmetts
@ andrew . cmu . edu
Office Hours: by email appointment |
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Denis Alpay
(CA/Grader)
Email: dkalpay
@ andrew . cmu . edu
Office Hours: by email appointment |
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Vishnu Vardhan Badam (CA/Grader)
Email: vbadam@ andrew . cmu . edu
Office Hours: by email appointment |
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Mukundan Chariar
(CA/Grader)
Email: mchariar
@ andrew . cmu . edu
Office Hours: by email appointment |
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Sebastian Levy
(CA/Grader)
Email: slevy2
@ andrew . cmu . edu
Office Hours: by email appointment |
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Haoyu Shen(CA/Grader)
Email: haoyus
@ andrew . cmu . edu
Office Hours: by email appointment |
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