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Computer vision: algorithms and applications. Szeliski, Richard

By: Material type: TextTextPublication details: Cham: Springer, 2022.Edition: 2nd EditionDescription: xxii, 925p.: ill. (col.) 28cmISBN:
  • 9783030343743
LOC classification:
  • TA1634 .S94 2022
Contents:
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.
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Holdings
Item type Current library Call number Copy number Status Barcode
Books Books Zetech Library - Mang'u Campus General Stacks TA1634 .S94 2022 (Browse shelf(Opens below)) Available Z012395
Books Books Zetech Library - Ruiru Campus General Stacks TA1634 .S94 2022 (Browse shelf(Opens below)) C2 Available Z012613

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.

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