“Partial Plane Sweep Volume for Deep Learning Based View Synthesis” by Takeuchi, Okami, Ochi and Kimata

Conference:

SIGGRAPH 2017

Type(s):

• Posters

Entry Number: 83

Title:

Partial Plane Sweep Volume for Deep Learning Based View Synthesis

Presenter(s)/Author(s):

• Kouta Takeuchi
• Kazuki Okami
• Daisuke Ochi
• Hideaki Kimata

Abstract:

We propose a partial plane sweep volume that can be a more suitable input format for deep-learning-based view synthesis approaches. Our approach makes it possible to synthesize higher quality images with a smaller number of learning iterations, while keeping the number of depth planes.

Keyword(s):

• Novel view synthesis
• plane sweep volume

PDF:

• Partial Plane Sweep Volume for Deep Learning Based View Synthesis

ACM Digital Library Publication:

Partial Plane Sweep Volume for Deep Learning Based View Synthesis

Overview Page:

SIGGRAPH 2017: Posters