Concepedia

Semiautomatic Road Extraction Framework Based on Shape Features and LS-SVM from High-Resolution Images

Pramod Kumar Soni, Navin Rajpal, Rajesh Mehta

Journal of the Indian Society of Remote Sensing · 2020 · 32 citations · 34 references

Concepts

ComputingComputer ScienceComputer VisionFeature EngineeringMachine VisionFeature DescriptionObject RecognitionSupport Vector MachinesTraffic Sign RecognitionHigh-resolution ImagingRoad ExtractionRoad Feature DetectionRoad Network ExtractionRoad Surface DetectionShapeShape Features

References

34

Support-Vector Networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 33K citations · Full text

International archives of photogrammetry and remote sensing

Jürgen Hothmer · ISPRS Journal of Photogrammetry and Remote Sensing · 1989 · 1.6K citations

Engineering, Earth Sciences, Geoinformatics +12

EURASIP Journal on Applied Signal Processing

IEEE Signal Processing Magazine · 2006 · 510 citations

Engineering, Computer Science, Electrical Engineering +6

Automatic Road Detection and Centerline Extraction via Cascaded End-to-End Convolutional Neural Network

Guangliang Cheng, Ying Wang, Shibiao Xu et al. · IEEE Transactions on Geoscience and Remote Sensing · 2017 · 440 citations

Computing, Computer Science, Computer Vision +13

State of the art on automatic road extraction for GIS update: a novel classification

J.B. Mena · Pattern Recognition Letters · 2003 · 412 citations

Computing, Geoinformatics, Geographic Information Science +7