JuliusSuryaS / 360_pano

360 Panorama synthesis with hierarchical network

360_pano

360 Panorama synthesis with hierarchical network.
Paper submission in progress.

Introduction

Relative FOV estimation and high resolution 360 panorama synthesis based on generative hierarchical network.
The network estimates relative fov from four input sequence then generates the partial equirectangular images.
The equirectangular image is synthesized with hierarchical method (3 scales).

Results

Equirectangular output 512 x 1024

Equirectangular output 128 x 256 (rectangular mask)

Regular output on different dataset

Prerequisites

• Python 3.5
• PyTorch
• OpenCV

Usage

TBD