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Remote Sensing · Image Processing
Introductory Digital Image Processing: A Remote Sensing Perspective
John R. Jensen · 4th edition · 2015
💎 PremiumIntermediate★★★★★656 pagesISBN 978-0134058160
Focused on digital image processing techniques for remote sensing. Essential for anyone working with satellite or aerial imagery.
Why you should read this
The best book specifically on image processing for remote sensing — bridges theory and practical ERDAS/ENVI workflows.
The best book specifically on image processing for remote sensing — bridges theory and practical ERDAS/ENVI workflows.
Key Topics
Chapters (6)
1Remote Sensing and Digital Image Processing12 key concepts
Foundations and data sources
2Digital Image Data Collection14 key concepts
Sensor systems and data formats
3Preprocessing16 key concepts
Radiometric and geometric corrections
4Image Enhancement18 key concepts
Contrast, filtering, edge detection, PCA
5Classification20 key concepts
Supervised, unsupervised, ML methods
6Change Detection12 key concepts
Post-classification, image differencing
Real-World Applications
- Land cover change detection
- Vegetation index mapping
- Water quality analysis
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