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Computer Vision, From 3D Perception to 3D Reconstruction and beyond

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CS231A_study

Plan

Goal

  • preparing project about 3D Perception to 3D Reconstruction and beyond Majors

Rules

  • notes study Course Notes
  • writing code by oneself to derive results

Reference

CS231A

Progress

week1

⛳️ Introduction

study

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 08/24/2024 velog
Kim MinSol 08/24/2024
Kang DaeMin 08/24/2024
Leem ChanHyeok 08/24/2024
Kim SeYeon 08/24/2024
Kim HaNeol 08/23/2024 blog

💡 assignment 0

Problem Set 0

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 08/25/2024 velog
Kim Minsol 08/25/2024
Kang DaeMin 08/25/2024
Leem ChanHyeok 08/25/2024
Kim SeYeon 08/25/2024
Kim HaNeol 08/25/2024 sol code

⛳️ Camera Models (Recorded on Canvas, no in-person class)

study result

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 08/24/2024 velog
Kim MinSol 08/24/2024
Kang DaeMin 08/24/2024
Leem ChanHyeok 08/24/2024
Kim SeYeon 08/24/2024 velog
Kim HaNeol 08/23/2024 blog

💡 assignment 1

Problem Set 1

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 08/25/2024 velog
Kim Minsol 08/25/2024
Kang DaeMin 08/25/2024
Leem ChanHyeok 08/25/2024
Kim SeYeon 08/25/2024
Kim HaNeol 08/30/2024 sol code

week2

⛳️ Python Introduction and Linear Algebra Review

study

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 08/31/2024 velog
Kim MinSol 08/31/2024
Kang DaeMin 08/31/2024
Leem ChanHyeok 08/31/2024
Kim SeYeon 08/31/2024
Kim HaNeol 08/23/2024 skip

⛳️ Camera Models II and Camera Calibration

study

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim Haneol
name Date review
Kim BoHyun 08/31/2024 velog
Kim MinSol 08/31/2024
Kang DaeMin 08/31/2024
Leem ChanHyeok 08/31/2024
Kim SeYeon 08/31/2024 velog
Kim HaNeol 08/27/2024 blog

⛳️ Single View Metrology

study

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 08/31/2024 velog
Kim MinSol 08/31/2024
Kang DaeMin 08/31/2024
Leem ChanHyeok 08/31/2024
Kim SeYeon 08/31/2024 velog
Kim HaNeol 08/28/2024 blog

⛳️ Epipolar Geometry

study

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 08/31/2024 velog
Kim MinSol 08/31/2024
Kang DaeMin 08/31/2024
Leem ChanHyeok 08/31/2024
Kim SeYeon 08/31/2024 velog
Kim HaNeol 08/29/2024 blog

week3

⛳️ Stereo Systems

study

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 08/31/2024 velog
Kim MinSol 08/31/2024
Kang DaeMin 08/31/2024
Leem ChanHyeok 08/31/2024
Kim SeYeon 08/31/2024
Kim HaNeol 08/31/2024 blog

💡 assignment 2

Problem Set 2

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 09/01/2024 velog
Kim MinSol 09/01/2024
Kang DaeMin 09/01/2024
Leem ChanHyeok 09/01/2024
Kim SeYeon 09/01/2024
Kim HaNeol 09/01/2024

⛳️ Structure from Motion

study

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 09/07/2024 velog
Kim MinSol 09/07/2024
Kang DaeMin 09/07/2024
Leem ChanHyeok 09/07/2024
Kim SeYeon 09/07/2024
Kim HaNeol 09/07/2024 blog

⛳️ Active Stereo & Volumetric Stereo

study

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 09/07/2024 velog
Kim MinSol 09/07/2024
Kang DaeMin 09/07/2024
Leem ChanHyeok 09/07/2024
Kim SeYeon 09/07/2024
Kim HaNeol 09/07/2024 blog

week4

⛳️ Fitting and Matching

study

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 09/07/2024 velog
Kim MinSol 09/07/2024
Kang DaeMin 09/07/2024
Leem ChanHyeok 09/07/2024
Kim SeYeon 09/07/2024
Kim HaNeol 09/07/2024 blog

⛳️ Representations & Representation Learning

study

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 09/07/2024 velog
Kim MinSol 09/07/2024
Kang DaeMin 09/07/2024
Leem ChanHyeok 09/07/2024
Kim SeYeon 09/01/2024
Kim HaNeol 09/07/2024 blog

💡 assignment 3

Problem Set 3

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 09/08/2024 velog
Kim MinSol 09/08/2024
Kang DaeMin 09/08/2024
Leem ChanHyeok 09/08/2024
Kim SeYeon 09/08/2024
Kim HaNeol 09/08/2024

⛳️ Monocular Depth Estimation & Feature Tracking

study

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 09/14/2024 velog
Kim MinSol 09/14/2024
Kang DaeMin 09/14/2024
Leem ChanHyeok 09/14/2024
Kim SeYeon 09/14/2024
Kim HaNeol 09/14/2024 blog

⛳️ Optical and Scene Flow

study

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 09/14/2024 velog
Kim MinSol 09/14/2024
Kang DaeMin 09/14/2024
Leem ChanHyeok 09/14/2024
Kim SeYeon 09/14/2024
Kim HaNeol 09/14/2024 blog

⛳️ Optimal Estimation

study

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 09/14/2024 velog
Kim MinSol 09/14/2024
Kang DaeMin 09/14/2024
Leem ChanHyeok 09/14/2024
Kim SeYeon 09/14/2024
Kim HaNeol 09/14/2024 blog

⛳️ Optimal Estimation Cont.

study

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 09/14/2024 velog
Kim MinSol 09/14/2024
Kang DaeMin 09/14/2024
Leem ChanHyeok 09/14/2024
Kim SeYeon 09/14/2024
Kim HaNeol 09/14/2024 blog

💡 assignment 4

Problem Set 4

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 09/15/2024 velog
Kim MinSol 09/15/2024
Kang DaeMin 09/15/2024
Leem ChanHyeok 09/15/2024
Kim SeYeon 09/15/2024
Kim HaNeol 09/15/2024

⛳️ Applications of Optimal Estimation: Object Tracking and Localization

study

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 09/16/2024 velog
Kim MinSol 09/16/2024
Kang DaeMin 09/16/2024
Leem ChanHyeok 09/16/2024
Kim SeYeon 09/16/2024
Kim HaNeol 09/16/2024 blog

⛳️ Neural Radiance Fields

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 09/16/2024 velog
Kim MinSol 09/16/2024
Kang DaeMin 09/16/2024
Leem ChanHyeok 09/16/2024
Kim SeYeon 09/16/2024
Kim HaNeol 09/16/2024 blog

⛳️ Gaussian Splatting

  • Kim BoHyun
  • Kim MinSol
  • Kang DaeMin
  • Leem ChanHyeok
  • Kim SeYeon
  • Kim HaNeol
name Date review
Kim BoHyun 09/16/2024 velog
Kim MinSol 09/16/2024
Kang DaeMin 09/16/2024
Leem ChanHyeok 09/16/2024
Kim SeYeon 09/16/2024
Kim HaNeol 09/16/2024

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