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The Dynamic Photometric Stereo Method Using a Multi-Tap CMOS Image Sensor
- Source :
- Sensors; Volume 18; Issue 3; Pages: 786, Sensors, Vol 18, Iss 3, p 786 (2018), Sensors (Basel, Switzerland)
- Publication Year :
- 2018
- Publisher :
- Multidisciplinary Digital Publishing Institute, 2018.
-
Abstract
- The photometric stereo method enables estimation of surface normals from images that have been captured using different but known lighting directions. The classical photometric stereo method requires at least three images to determine the normals in a given scene. However, this method cannot be applied to dynamic scenes because it is assumed that the scene remains static while the required images are captured. In this work, we present a dynamic photometric stereo method for estimation of the surface normals in a dynamic scene. We use a multi-tap complementary metal-oxide-semiconductor (CMOS) image sensor to capture the input images required for the proposed photometric stereo method. This image sensor can divide the electrons from the photodiode from a single pixel into the different taps of the exposures and can thus capture multiple images under different lighting conditions with almost identical timing. We implemented a camera lighting system and created a software application to enable estimation of the normal map in real time. We also evaluated the accuracy of the estimated surface normals and demonstrated that our proposed method can estimate the surface normals of dynamic scenes.
- Subjects :
- Surface (mathematics)
Computer science
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
02 engineering and technology
lcsh:Chemical technology
Biochemistry
Article
Analytical Chemistry
law.invention
Computational photography
law
0202 electrical engineering, electronic engineering, information engineering
vision sensor
lcsh:TP1-1185
Computer vision
Electrical and Electronic Engineering
Image sensor
Instrumentation
ComputingMethodologies_COMPUTERGRAPHICS
business.industry
photometric stereo
020207 software engineering
Atomic and Molecular Physics, and Optics
Photodiode
Photometric stereo
3D surface recovery
Normal mapping
computational photography
020201 artificial intelligence & image processing
Artificial intelligence
business
Subjects
Details
- Language :
- English
- ISSN :
- 14248220
- Database :
- OpenAIRE
- Journal :
- Sensors; Volume 18; Issue 3; Pages: 786
- Accession number :
- edsair.doi.dedup.....839d21d15c6b54896a7db7c34bf54cf1
- Full Text :
- https://doi.org/10.3390/s18030786