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Design and Calibration of a Specialized Polydioptric Camera Rig
- Source :
- Frontiers in information and communication technologies, Frontiers in information and communication technologies, Frontiers Media S.A., 2017, 4, 〈https://www.frontiersin.org/articles/10.3389/fict.2017.00019/full#h9〉. 〈10.3389/fict.2017.00019〉, Frontiers in information and communication technologies, Frontiers Media S.A., 2017, 4, ⟨10.3389/fict.2017.00019⟩, Frontiers in ICT, Vol 4 (2017)
- Publication Year :
- 2017
- Publisher :
- HAL CCSD, 2017.
-
Abstract
- International audience; It has been observed in the nature that all creatures have evolved highly exclusive sensory organs depending on their habitat and the form of resources availability for their survival. In this project, a novel omnidirectional camera rig, inspired from natural vision sensors, is proposed. It is exclusively designed to operate for highly specified tasks in the field of mobile robotics. Navigation problems on uneven terrains and detection of the moving objects while the robot is itself in motion are the core problems that omnidirectional systems tackle. The proposed omnidirectional system is a compact and a rigid vision system with dioptric cameras that provide a 360° field of view in horizontal and vertical, with no blind spot in their site combined with a high-resolution stereo camera to monitor anterior field of view for a more accurate perception with depth information of the scene. Structure from motion algorithm is adapted and implemented to prove the design validity of the proposed camera rig, and a technique is developed to calibrate similar systems.
- Subjects :
- 0209 industrial biotechnology
depth
Computer Networks and Communications
Machine vision
Computer science
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
stereo-vision
02 engineering and technology
lcsh:QA75.5-76.95
020901 industrial engineering & automation
Omnidirectional camera
Artificial Intelligence
[ INFO.INFO-TI ] Computer Science [cs]/Image Processing
0202 electrical engineering, electronic engineering, information engineering
Structure from motion
Computer vision
Smart camera
ComputingMethodologies_COMPUTERGRAPHICS
polydioptric
structure from motion
business.industry
RGB-D
Robotics
calibration
omnidirectional
Stereopsis
Hardware and Architecture
ICT
[INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV]
[SPI.OPTI]Engineering Sciences [physics]/Optics / Photonic
Robot
020201 artificial intelligence & image processing
lcsh:Electronic computers. Computer science
Artificial intelligence
[ SPI.OPTI ] Engineering Sciences [physics]/Optics / Photonic
business
Software
Stereo camera
Information Systems
Subjects
Details
- Language :
- English
- ISSN :
- 2297198X
- Database :
- OpenAIRE
- Journal :
- Frontiers in information and communication technologies, Frontiers in information and communication technologies, Frontiers Media S.A., 2017, 4, 〈https://www.frontiersin.org/articles/10.3389/fict.2017.00019/full#h9〉. 〈10.3389/fict.2017.00019〉, Frontiers in information and communication technologies, Frontiers Media S.A., 2017, 4, ⟨10.3389/fict.2017.00019⟩, Frontiers in ICT, Vol 4 (2017)
- Accession number :
- edsair.doi.dedup.....9de743fb24949cfd5191fe906ccf4084
- Full Text :
- https://doi.org/10.3389/fict.2017.00019/full#h9〉.