Imaging Spectroscopy for Scene Analysis

This book presents a detailed analysis of spectral imaging, describing how it can be used in material identification, object recognition and scene understanding. It reviews a range of applications, from computational photography to biosecurity.

Presents a detailed analysis of spectral imaging for material identification, object recognition and scene understanding Explores in depth the opportunities and challenges of combining spatial and spectral information Reviews a wide range of applications, from surveillance and computational photography to biosecurity and resource exploration Includes supplementary material: sn.pub/extras

Autorentext

Dr. Antonio Robles-Kelly is a Principal Researcher at NICTA, where he leads the Spectral Imaging project. He is also an Adjunct Associate Professor at the Australian National University and Conjoint Senior Lecturer at the University of New South Wales, Australia.

Dr. Cong Phuoc Huynh is a Researcher at NICTA, and an Adjunct Research Fellow at the Australian National University, Australia.

Inhalt

Introduction.- Spectral Image Acquisition.- Spectral Image Formation Process.- Reflectance Modelling.- Illuminant Power Spectrum.- Photometric Invariance.- Spectrum Representation.- Material Discovery.- Reflection Geometry.- Polarisation of Light.- Shape and Refractive Index from Polarisation.