Lecture 1 Introduction (2020.09.17&09.24)

  • Human Visual Systems (HVS)

    • Optical Receptors: Image Information
    • Visual Pathway: Encoding, Representation
    • Primary Visual Cortex: Interpretation

Vision as a source of semantic information (top-down/down-top, difference between man and computer)

  • External Challenges in Computer Vision

    • Viewpoint variation: Machine's lack of robustness to rotation.
    • Illumination variation: Diffrence
    • Scale variation
    • Deformation
    • Background Clutter: subtle difference
    • Motion
    • Object intra-class variation
    • $\dots$
  • Prerequistes

    • Linear Algebra
    • Calculus
    • Matlab Programming
    • C++ Programming

Lecture 2 Person Re-Identification (2020.10.10)

https://arxiv.org/pdf/1610.02984.pdf ?

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