About this Specialization
This specialization provides a foundation in the rapidly expanding research field of computer vision, laying the groundwork necessary for designing sophisticated vision applications. Learners explore the integral elements that enable vision applications, ranging from editing images to reading traffic signs in self-driving cars to factory robots navigating around human co-workers. Content includes image processing and state-of-the-art vision techniques, augmented by insights from top leaders in the computer vision field. Learners gain hands-on experience writing computer vision programs through online labs using MATLAB and supporting toolboxes. The specialization is taught in MATLAB* using computer vision and supporting toolboxes. Learners should have basic programming skills and experience (understanding of for loops, if/else statements), specifically in MATLAB (Mathworks provides the basics here: https://www.mathworks.com/learn/tutorials/matlab-onramp.html). Learners should also be familiar with the following: basic linear algebra (matrix vector operations and notation), 3D co-ordinate systems and transformations, basic calculus (derivatives and integration) and basic probability (random variables). To learn more, check out a video overview at https://youtu.be/OfxVUSCPXd0. * A free license to install MATLAB for the duration of the course is available from MathWorks.
| From | University at Buffalo, The State University of New York via Coursera |
|---|---|
| Hours | 80 |
| Instructors | Radhakrishna Dasari, Junsong Yuan |
| Language | English |
| Subjects | Programming Data Science |
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Computer Vision Specialist $74k
Computer Vision - Engineer $76k
Computer Vision Engineer (SME) $78k
Computer Vision & 3D Perception $84k
Computer Vision Software Developer $84k
Sensors & Computer Vision Engineer $85k
Computer Scientist, Vision & Learning $88k
Computer Vision R&D Scientist $98k
Computer Vision Algorithms Engineer $100k
Applied Scientist, Computer Vision $156k
Research Scientist, Computer Vision $163k
Senior Computer Vision Scientist $187k
Courses in this Specialization
Listed in the order in which they should be taken
| Starts | Course Information | |
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Jul |
By the end of this course, learners will understand what computer vision is, as well as its mission of making computers see and interpret the world as humans do, by learning core... Coursera | University at Buffalo, The State University of New York |
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Nov |
Image Processing, Features & Segmentation This course empowers learners to develop image processing programs and leverage MATLAB functionalities to implement sophisticated image applications. It provides a rich... Coursera | University at Buffalo, The State University of New York |
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Nov |
Stereo Vision, Dense Motion & Tracking This course enables learners to develop 3D vision applications using a stereo imaging system. They are introduced to stereo vision theory, dense motion and visual tracking. They... Coursera | University at Buffalo, The State University of New York |
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Nov |
Visual Recognition & Understanding This course immerses learners in deep learning, preparing them to solve computer vision problems. Learners plunge into the field of computer vision that deals with recognizing,... Coursera | University at Buffalo, The State University of New York |
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| From | University at Buffalo, The State University of New York via Coursera |
|---|---|
| Hours | 80 |
| Instructors | Radhakrishna Dasari, Junsong Yuan |
| Language | English |
| Subjects | Programming Data Science |
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Computer Vision Specialist $74k
Computer Vision - Engineer $76k
Computer Vision Engineer (SME) $78k
Computer Vision & 3D Perception $84k
Computer Vision Software Developer $84k
Sensors & Computer Vision Engineer $85k
Computer Scientist, Vision & Learning $88k
Computer Vision R&D Scientist $98k
Computer Vision Algorithms Engineer $100k
Applied Scientist, Computer Vision $156k
Research Scientist, Computer Vision $163k
Senior Computer Vision Scientist $187k
Similar Courses
Sorted by relevance
