DeepIndices: Remote Sensing Indices Based on Approximation of Functions through Deep-Learning, Application to Uncalibrated Vegetation Images

Benchmark Model Rank Results
2d-semantic-segmentation-on-deep-indices7x7 dense-morphological + ibf + sprb#1mIoU: 82.19
2d-semantic-segmentation-on-deep-indices5x5 dense-morphological + ibf + sprb#2mIoU: 81.92
2d-semantic-segmentation-on-deep-indices7x7 linear + ibf+sprb#3mIoU: 81.49
2d-semantic-segmentation-on-deep-indices7x7 linear-ratio + ibf + sprb#4mIoU: 81.35
2d-semantic-segmentation-on-deep-indices7x7 polynomial + ibf + sprb#5mIoU: 81.21
2d-semantic-segmentation-on-deep-indices3x3 universal-function + ibf + sprb#6mIoU: 81.08
2d-semantic-segmentation-on-deep-indices5x5 polynomial + ibf + sprb#7mIoU: 80.67
2d-semantic-segmentation-on-deep-indices5x5 universal-function + ibf + sprb#8mIoU: 80.63
2d-semantic-segmentation-on-deep-indices7x7 universal-function + ibf + sprb#9mIoU: 80.36
2d-semantic-segmentation-on-deep-indices3x3 dense-morphological + ibf + sprb#10mIoU: 80.29
2d-semantic-segmentation-on-deep-indices1x1 universal-function + ibf + sprb#11mIoU: 80.15
2d-semantic-segmentation-on-deep-indices5x5 linear-ratio + ibf + sprb#12mIoU: 80.08
2d-semantic-segmentation-on-deep-indices1x1 polynomial + ibf#13mIoU: 80.03
2d-semantic-segmentation-on-deep-indices1x1 dense-morphological + ibf + sprb#14mIoU: 80.00
2d-semantic-segmentation-on-deep-indicesModified Triangular Vegetation Index 1#15mIoU: 73.71
2d-semantic-segmentation-on-deep-indicesModified Chlorophyll Absorption In Reflectance Index 1#16mIoU: 73.68
2d-semantic-segmentation-on-deep-indicesEnhanced Vegetation Index 2#17mIoU: 67.94
2d-semantic-segmentation-on-deep-indicesSoil Adjusted Vegetation Index#18mIoU: 67.28
2d-semantic-segmentation-on-deep-indicesSoil And Atmospherically Resistant VI 3#19mIoU: 65.86
2d-semantic-segmentation-on-deep-indicesEnhanced Vegetation Index 3#20mIoU: 65.05
2d-semantic-segmentation-on-deep-indicesGlobal Environment Monitoring Index#21mIoU: 65.04
2d-semantic-segmentation-on-deep-indicesAdjusted Transformed Soil Adjusted VI#22mIoU: 64.96
2d-semantic-segmentation-on-deep-indicesNDVI#23mIoU: 63.98