Computer Vision

Computer Vision

Algorithms and Applications

Szeliski, Richard

Springer Nature Switzerland AG

01/2023

925

Mole

Inglês

9783030343743

15 a 20 dias

2810

Descrição não disponível.
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.- Appendix B: Bayesian Modeling and Inference.- Appendix C: Supplementary Material.
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Computer Vision;Image Processing;Deep Learning;3D Reconstruction;Feature Detection and Matching;Image Segmentation;Structure from Motion;Motion Estimation;Image Stitching;Computational Photography;Image-Based Rendering;Scene Recognition