A comparison of big remote sensing data processing with Hadoop MapReduce and Spark.
Imen ChebbiWadii BoulilaNedra MellouliMyriam LamolleImed Riadh FarahPublished in: ATSIP (2018)
Keyphrases
- remote sensing
- data processing
- big data
- cloud computing
- remote sensing images
- change detection
- data intensive
- remote sensing imagery
- high resolution
- multispectral
- image analysis
- remote sensing data
- data management
- data analytics
- satellite imagery
- satellite images
- hyperspectral
- image processing
- high spatial resolution
- earth science
- distributed computing
- satellite data
- mapreduce framework
- earth observation
- digital image analysis
- multi spectral images
- automatic image registration
- land cover
- remotely sensed
- image fusion
- hyperspectral remote sensing
- hyperspectral imagery
- hyperspectral images
- data analysis
- databases
- remote sensed images
- hyperspectral imaging
- map reduce
- neural network
- climate change
- remotely sensed data
- spectral resolution
- pattern recognition