Computer Vision and stuff Willie Brink Applied Mathematics, - - PowerPoint PPT Presentation

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computer vision and stuff
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Computer Vision and stuff Willie Brink Applied Mathematics, - - PowerPoint PPT Presentation

Jul 17, 2023 533 likes •684 views

Computer Vision and stuff Willie Brink Applied Mathematics, Stellenbosch University wbrink@sun.ac.za 1/4 Previous work structured light for 3D surface reconstruction in real-time 2/4 Previous work structured light for 3D surface

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SLIDE 1

Computer Vision and stuff

Willie Brink

Applied Mathematics, Stellenbosch University wbrink@sun.ac.za

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SLIDE 2

Previous work

  • structured light for 3D surface reconstruction in real-time

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SLIDE 3

Previous work

  • structured light for 3D surface reconstruction in real-time
  • computer vision in robotics

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SLIDE 4

Previous work

  • structured light for 3D surface reconstruction in real-time
  • computer vision in robotics
  • probabilistic models for computer vision

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SLIDE 5

More recent work

  • aerial image analysis for the Great Elephant Census

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SLIDE 6

More recent work

  • aerial image analysis for the Great Elephant Census
  • image identification of Protea species

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SLIDE 7

More recent work

  • aerial image analysis for the Great Elephant Census
  • image identification of Protea species
  • image analysis of tsetse wings, and fruit fly maggot mouth hooks

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SLIDE 8

More recent work

  • aerial image analysis for the Great Elephant Census
  • image identification of Protea species
  • image analysis of tsetse wings, and fruit fly maggot mouth hooks
  • ML for water management

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SLIDE 9

More recent work

  • aerial image analysis for the Great Elephant Census
  • image identification of Protea species
  • image analysis of tsetse wings, and fruit fly maggot mouth hooks
  • ML for water management
  • automating healthcare question answering for MomConnect

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SLIDE 10

Current interests

  • vision + language

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SLIDE 11

Current interests

  • vision + language
  • visual representation learning

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SLIDE 12

Current interests

  • vision + language
  • visual representation learning
  • CV in low-resource settings, and with long tail distributions

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SLIDE 13

Current interests

  • vision + language
  • visual representation learning
  • CV in low-resource settings, and with long tail distributions
  • multitask learning | active learning | self-supervised learning

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