First Principles of Computer Vision

Monographs

"Introduction to Computer Vision,"
 Shree K. Nayar,
 Monograph FPCV-0-1, First Principles of Computer Vision,
 Columbia University, New York, Feb. 2022
 [PDF] [bib] [©]

"Image Formation,"
 Shree K. Nayar,
 Monograph FPCV-1-1, First Principles of Computer Vision,
 Columbia University, New York, Feb. 2022
 [PDF] [bib] [©]

"Image Sensing,"
 Shree K. Nayar,
 Monograph FPCV-1-2, First Principles of Computer Vision,
 Columbia University, New York, Feb. 2022
 [PDF] [bib] [©]

"Binary Images,"
 Shree K. Nayar,
 Monograph FPCV-1-3, First Principles of Computer Vision,
 Columbia University, New York, Mar. 2022
 [PDF] [bib] [©]

"Image Processing I,"
 Shree K. Nayar,
 Monograph FPCV-1-4, First Principles of Computer Vision,
 Columbia University, New York, Mar. 2022
 [PDF] [bib] [©]

"Image Processing II,"
 Shree K. Nayar,
 Monograph FPCV-1-5, First Principles of Computer Vision,
 Columbia University, New York, Mar. 2022
 [PDF] [bib] [©]

"Edge Detection,"
 Shree K. Nayar,
 Monograph FPCV-2-1, First Principles of Computer Vision,
 Columbia University, New York, May. 2022
 [PDF] [bib] [©]

"Boundary Detection,"
 Shree K. Nayar,
 Monograph FPCV-2-2, First Principles of Computer Vision,
 Columbia University, New York, Jun. 2022
 [PDF] [bib] [©]

"SIFT Detector,"
 Shree K. Nayar,
 Monograph FPCV-2-3, First Principles of Computer Vision,
 Columbia University, New York, Aug. 2022
 [PDF] [bib] [©]

"Image Stitching,"
 Shree K. Nayar,
 Monograph FPCV-2-4, First Principles of Computer Vision,
 Columbia University, New York, Jan. 2025
 [PDF] [bib] [©]

"Face Detection,"
 Shree K. Nayar,
 Monograph FPCV-2-5, First Principles of Computer Vision,
 Columbia University, New York, Feb. 2025
 [PDF] [bib] [©]

"Radiometry and Reflectance,"
 Shree K. Nayar,
 Monograph FPCV-3-1, First Principles of Computer Vision,
 Columbia University, New York, Feb. 2025
 [PDF] [bib] [©]

"Photometric Stereo,"
 Shree K. Nayar,
 Monograph FPCV-3-2, First Principles of Computer Vision,
 Columbia University, New York, Feb. 2025
 [PDF] [bib] [©]

"Shape from Shading,"
 Shree K. Nayar,
 Monograph FPCV-3-3, First Principles of Computer Vision,
 Columbia University, New York, Mar. 2025
 [PDF] [bib] [©]

"Depth from Defocus,"
 Shree K. Nayar,
 Monograph FPCV-3-4, First Principles of Computer Vision,
 Columbia University, New York, Mar. 2025
 [PDF] [bib] [©]

"Active Illumination Methods,"
 Shree K. Nayar,
 Monograph FPCV-3-5, First Principles of Computer Vision,
 Columbia University, New York, Mar. 2025
 [PDF] [bib] [©]

"Camera Calibration,"
 Shree K. Nayar,
 Monograph FPCV-4-1, First Principles of Computer Vision,
 Columbia University, New York, Apr. 2025
 [PDF] [bib] [©]

"Uncalibrated Stereo,"
 Shree K. Nayar,
 Monograph FPCV-4-2, First Principles of Computer Vision,
 Columbia University, New York, Apr. 2025
 [PDF] [bib] [©]

"Optical Flow,"
 Shree K. Nayar,
 Monograph FPCV-4-3, First Principles of Computer Vision,
 Columbia University, New York, Apr. 2025
 [PDF] [bib] [©]

"Structure from Motion,"
 Shree K. Nayar,
 Monograph FPCV-4-4, First Principles of Computer Vision,
 Columbia University, New York, Apr. 2025
 [PDF] [bib] [©]

"Object Tracking,"
 Shree K. Nayar,
 Monograph FPCV-5-1, First Principles of Computer Vision,
 Columbia University, New York, Apr. 2025
 [PDF] [bib] [©]

"Image Segmentation,"
 Shree K. Nayar,
 Monograph FPCV-5-2, First Principles of Computer Vision,
 Columbia University, New York, May 2025
 [PDF] [bib] [©]

"Appearance Matching,"
 Shree K. Nayar,
 Monograph FPCV-5-3, First Principles of Computer Vision,
 Columbia University, New York, May 2025
 [PDF] [bib] [©]

"Neural Networks,"
 Shree K. Nayar,
 Monograph FPCV-5-4, First Principles of Computer Vision,
 Columbia University, New York, June 2025
 [PDF] [bib] [©]