Joint demosaicking and denoising benefits from a two-stage training strategy
References
Index Terms
- Joint demosaicking and denoising benefits from a two-stage training strategy
Recommendations
A case for denoising before demosaicking color filter array data
Asilomar'09: Proceedings of the 43rd Asilomar conference on Signals, systems and computersDenoising algorithms are well developed for grayscale and color images, but not as well for color filter array (CFA) data. Consequently, the common color imaging pipeline demosaics CFA data before denoising. In this paper we explore the noise-related ...
Joint demosaicking and denoising with space-varying filters
ICIP'09: Proceedings of the 16th IEEE international conference on Image processingIn a digital camera usually images are captured using a Color Filter Array (CFA), requiring a demosaicking process to reconstruct the full resolution color image. Often also a denoising step is necessary to remove the noise introduced by the sensor. In ...
Deep joint demosaicking and denoising
Demosaicking and denoising are the key first stages of the digital imaging pipeline but they are also a severely ill-posed problem that infers three color values per pixel from a single noisy measurement. Earlier methods rely on hand-crafted filters or ...
Comments
Information & Contributors
Information
Published In
Publisher
Elsevier Science Publishers B. V.
Netherlands
Publication History
Author Tags
Qualifiers
- Research-article
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 0Total Downloads
- Downloads (Last 12 months)0
- Downloads (Last 6 weeks)0
Other Metrics
Citations
View Options
View options
Get Access
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign in