BCSE417L ‐‐ Machine Vision Course Material - bharadwajakumar/Machine-Vision GitHub Wiki
Course Slides links for different Universities
http://6.869.csail.mit.edu/fa12/materials.html
https://inst.eecs.berkeley.edu/~cs280/sp15/
https://filebox.ece.vt.edu/~jbhuang/teaching/ece5554-4554/fa17/lectures.html
https://users.metu.edu.tr/alatan/
https://www.cse.psu.edu/~rtc12/CSE486/
https://www.engppt.com/2012/09/computer-vision-ppt-and-pdf-lecture_6.html
http://16385.courses.cs.cmu.edu/spring2021/lectures
https://courses.cs.washington.edu/courses/cse455/23wi/
https://cis.temple.edu/~latecki/Courses/AI-Fall12/Lectures/
https://www.cs.cornell.edu/courses/cs4670/2018sp/
https://cs.brown.edu/courses/cs143/2013/
http://vision.stanford.edu/teaching/cs131_fall1718/files/
https://www.cs.princeton.edu/courses/archive/spr02/cs496/outline.html
Books
Rafael C. Gonzalez, Richard E. Wods - Digital Image Processing Version 3
Alan C. Bovik - The Essential Guide to Image Processing
S. Jayaraman - Digital Image Processing-Tata McGraw-Hill Education
Rafael C. Gonzalez, Richard E. Woods - Digital Image Processing-Pearson Version 2
Milan Sonka_Image Processing and Machine Vision.pdf
Best Resource to understand fundamentals of Image Processing
https://www.drssridhar.com/?page_id=45
BOOKS on OPENCV
Adrian Rosebrock - Practical Python and OpenCV-Py Image Search.pdf
Robert Laganiere - Opencv 3 Computer Vision Application_compressed.pdf
Syllabus
Course Plan
BCSE417L_Machine_Vision_Course_plan.pdf
Materials
https://gsp.humboldt.edu/olm/Courses/GSP_216/lessons/composites.html
https://www.edge-ai-vision.com/2017/10/beyond-visible-light-applications-in-computer-vision/
https://homepages.inf.ed.ac.uk/rbf/CVonline/LOCAL_COPIES/OWENS/LECT14/lecture12.html
https://en.wikipedia.org/wiki/Histogram_equalization
https://homepages.inf.ed.ac.uk/rbf/HIPR2/wksheets.htm
https://www.drssridhar.com/?page_id=45
https://analyticsindiamag.com/a-guide-to-different-types-of-noises-and-image-denoising-methods/
https://medium.com/@anishaswain/noise-filtering-in-digital-image-processing-d12b5266847c
https://support.ptc.com/help/mathcad/r9.0/en/index.html#page/PTC_Mathcad_Help/wiener_filtering.html
https://www.geeksforgeeks.org/thresholding-based-image-segmentation/
https://www.baeldung.com/cs/otsu-segmentation
https://nanonets.com/blog/optical-flow/
https://www.analyticsvidhya.com/blog/2021/05/image-segmentation-with-felzenszwalbs-algorithm/
DIGITAL_IMAGE_PROCESSING_NOTES.pdf
#New links
https://www.dynamsoft.com/blog/insights/image-processing/image-processing-101-image-enhancement/
Computer_vision_Introduction.pdf
https://samirkhanal35.medium.com/contrast-stretching-f25e7c4e8e33
https://en.wikipedia.org/wiki/Histogram_equalization
https://cuitutorial.com/basic-relationships-between-pixels/
https://www.youtube.com/watch?v=WXKC_r-ky5A
https://cuitutorial.com/basic-relationships-between-pixels/#google_vignette
https://wiki.cloudfactory.com/docs/mp-wiki/augmentations/interpolation-methods
https://x-engineer.org/bilinear-interpolation/
https://encord.com/blog/image-thresholding-image-processing/
https://blog.roboflow.com/image-thresholding/
https://blog.roboflow.com/image-thresholding/
https://www.geeksforgeeks.org/image-thresholding-techniques-in-computer-vision/
https://www.baeldung.com/cs/graph-based-segmentation
https://www.kaggle.com/code/vipulgandhi/spectral-clustering-detailed-explanation
https://www.youtube.com/watch?v=wQG-sdtmhVQ
https://devskrol.com/2021/12/14/digital-image-processing-morphological-operations/
https://www.aegissofttech.com/articles/watershed-algorithm-and-limitations.html
https://datahacker.rs/013-optical-flow-using-horn-and-schunck-method/