Electrical & Computer Engineering Faculty
Semnan University



Mohammad Javad Fadaeieslam

Assistant Professor

Machine Vision

Chapter1: Image and Video Compression(Basic Concepts)

Chapter2: Image Representation and Feature Selection

Boundary and Region Description, Canny, Hough, Gabor, Harris, SIFT, SURF, CNN as a descriptor

Chapter3: Camera Calibration, Stereo Vision, Image Alignment

Chapter4: Background Modeling and Superpixel

   

Homeworks

DLT code

References

1. E. Trucco and A. Verri, Introductory Techniques for 3D Computer Vision, Printice-Hall, 1998.

2. R. Szeliski, Computer Vision, Algorithms and Applications, Springer, 2010.

3. R. Hartley and A. Zisserman, Multiple View Geometry in Computer Vision, 2nd ed. Cambridge University Press, 2004.

4. H. Peng, B. Li, H. Ling, W. Hu, W. Xiong and S. J. Maybank, "Salient object detection via structured matrix decomposition," IEEE Trans. on PAMI, vol. 39, no. 4, pp. 818-832, 2016.