A Comprehensive Introduction to Photometric 3D-reconstruction

Autor: Jean-Denis Durou, Maurizio Falcone, Yvain Quéau, Silvia Tozza
Přispěvatelé: Real Expression Artificial Life (IRIT-REVA), Institut de recherche en informatique de Toulouse (IRIT), Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées, Università degli Studi di Roma 'La Sapienza' = Sapienza University [Rome], Equipe Image - Laboratoire GREYC - UMR6072, Groupe de Recherche en Informatique, Image et Instrumentation de Caen (GREYC), Centre National de la Recherche Scientifique (CNRS)-École Nationale Supérieure d'Ingénieurs de Caen (ENSICAEN), Normandie Université (NU)-Normandie Université (NU)-Université de Caen Normandie (UNICAEN), Normandie Université (NU)-Centre National de la Recherche Scientifique (CNRS)-École Nationale Supérieure d'Ingénieurs de Caen (ENSICAEN), Normandie Université (NU), Università degli studi di Napoli Federico II, Durou, Jean-Denis, Falcone, Maurizio, Queau, Yvain, Tozza, Silvia, Durou J. -D., Falcone M., Queau Y., Tozza S., Durou, J. -D., Falcone, M., Queau, Y., Tozza, S.
Jazyk: angličtina
Rok vydání: 2020
Předmět:
Image formation
3D-reconstruction
business.industry
Computer science
Photometric technique
3D reconstruction
variational and PDEs approaches
Shape-from-X problem
[INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]
010103 numerical & computational mathematics
02 engineering and technology
Astrophysics::Cosmology and Extragalactic Astrophysics
3D-reconstruction
Photometric techniques
Shape-from-X problems
Differential models
variational and PDEs approaches

Differential model
01 natural sciences
Photometric stereo
Computer Science::Computer Vision and Pattern Recognition
0202 electrical engineering
electronic engineering
information engineering

Astrophysics::Solar and Stellar Astrophysics
020201 artificial intelligence & image processing
Computer vision
Artificial intelligence
Astrophysics::Earth and Planetary Astrophysics
0101 mathematics
business
Zdroj: Advances in Photometric 3D-Reconstruction
Durou, Jean-Denis; Falcone, Maurizio; Queau, Yvain; Tozza, Silvia. Advances in Photometric 3D-Reconstruction, Springer International Publishing, pp.1--29, 2020, Advances in Computer Vision and Pattern Recognition, ⟨10.1007/978-3-030-51866-0_1⟩
Advances in Photometric 3D-Reconstruction ISBN: 9783030518653
Popis: International audience; Photometric 3D-reconstruction techniques aim at inferring the geometry of a scene from one or several images, by inverting a physical model describing the image formation. This chapter presents an introductory overview of the main pho-tometric 3D-reconstruction techniques which are shape-from-shading, photometric stereo and shape-from-polarisation.
Databáze: OpenAIRE