Real-time correction of panoramic images using hyperbolic Möbius transformations

04/17/2015
by   Luis Peñaranda, et al.
0

Wide-angle images gained a huge popularity in the last years due to the development of computational photography and imaging technological advances. They present the information of a scene in a way which is more natural for the human eye but, on the other hand, they introduce artifacts such as bent lines. These artifacts become more and more unnatural as the field of view increases. In this work, we present a technique aimed to improve the perceptual quality of panorama visualization. The main ingredients of our approach are, on one hand, considering the viewing sphere as a Riemann sphere, what makes natural the application of Möbius (complex) transformations to the input image, and, on the other hand, a projection scheme which changes in function of the field of view used. We also introduce an implementation of our method, compare it against images produced with other methods and show that the transformations can be done in real-time, which makes our technique very appealing for new settings, as well as for existing interactive panorama applications.

READ FULL TEXT

page 13

page 14

page 15

page 16

page 17

page 18

research
07/10/2017

Deep Bilateral Learning for Real-Time Image Enhancement

Performance is a critical challenge in mobile image processing. Given a ...
research
03/23/2020

Perspective picture from Visual Sphere: a new approach to image rasterization

In this paper alternative method for real-time 3D model rasterization is...
research
06/05/2014

Towards building a Crowd-Sourced Sky Map

We describe a system that builds a high dynamic-range and wide-angle ima...
research
02/07/2022

Field-of-View IoU for Object Detection in 360° Images

360 cameras have gained popularity over the last few years. In this pape...
research
10/26/2022

Multi-Scale Structural-aware Exposure Correction for Endoscopic Imaging

Endoscopy is the most widely used imaging technique for the diagnosis of...
research
03/14/2015

Towards radio astronomical imaging using an arbitrary basis

The new generation of radio telescopes, such as the Square Kilometer Arr...
research
01/14/2023

Deepfake Detection using Biological Features: A Survey

Deepfake is a deep learning-based technique that makes it easy to change...

Please sign up or login with your details

Forgot password? Click here to reset