PySAP: Python Sparse Data Analysis Package for multidisciplinary image processing.
Samuel FarrensAntoine GrigisLoubna El GueddariZaccharie RamziChaithya G. R.S. StarckB. SarthouHamza CherkaouiPhilippe CiuciuJean-Luc StarckPublished in: Astron. Comput. (2020)
Keyphrases
- image processing
- data analysis
- open source
- machine vision
- signal processing
- image enhancement
- sparse representation
- high dimensional
- sparse data
- image restoration
- image processing algorithms
- knowledge discovery
- computer vision
- software package
- pattern recognition
- machine learning
- remote sensing
- image segmentation
- data processing
- multiscale
- computer science
- open source software
- life sciences
- data visualization
- object oriented programming
- pattern discovery
- development tools
- multi aspect
- graphical user interface
- compressed sensing
- medical imaging
- computer graphics
- image analysis
- data collection
- dimensionality reduction
- rough sets
- denoising
- data mining
- case study
- high resolution
- information science
- color images
- image registration
- edge detection
- high dimensional data
- sparse coding
- mathematical morphology