Computer vision: algorithms and applications.
Szeliski, Richard
Computer vision: algorithms and applications. Szeliski, Richard - 2nd Edition - Cham: Springer, 2022. - xxii, 925p.: ill. (col.) 28cm.
Includes bibliographical references and indexes.
1 Introduction.- 2 Image Formation.- 3 Image Processing.- 4 Model Fitting and Optimization.- 5 Deep Learning.- 6 Recognition.- 7 Feature Detection and Matching.- 8 Image Alignment and Stitching.- 9 Motion Estimation.- 10 Computational Photography.- 11 Structure from Motion and SLAM.- 12 Depth Estimation.- 13 3D Reconstruction.- 14 Image-Based Rendering.- 15 Conclusion.- Appendix A: Linear Algebra and Numerical Techniques.
9783030343743
TA1634 / .S94 2022
Computer vision: algorithms and applications. Szeliski, Richard - 2nd Edition - Cham: Springer, 2022. - xxii, 925p.: ill. (col.) 28cm.
Includes bibliographical references and indexes.
1 Introduction.- 2 Image Formation.- 3 Image Processing.- 4 Model Fitting and Optimization.- 5 Deep Learning.- 6 Recognition.- 7 Feature Detection and Matching.- 8 Image Alignment and Stitching.- 9 Motion Estimation.- 10 Computational Photography.- 11 Structure from Motion and SLAM.- 12 Depth Estimation.- 13 3D Reconstruction.- 14 Image-Based Rendering.- 15 Conclusion.- Appendix A: Linear Algebra and Numerical Techniques.
9783030343743
TA1634 / .S94 2022