6533b857fe1ef96bd12b462e
RESEARCH PRODUCT
Design and Calibration of a Specialized Polydioptric Camera Rig
Olivier MorelRalph SeulinAhmad Zawawi JamaluddinCansen JiangDavid FofiOsama Mazharsubject
0209 industrial biotechnologydepthComputer Networks and CommunicationsMachine visionComputer scienceComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONstereo-vision02 engineering and technologylcsh:QA75.5-76.95020901 industrial engineering & automationOmnidirectional cameraArtificial Intelligence[ INFO.INFO-TI ] Computer Science [cs]/Image Processing0202 electrical engineering electronic engineering information engineeringStructure from motionComputer visionSmart cameraComputingMethodologies_COMPUTERGRAPHICSpolydioptricstructure from motionbusiness.industryRGB-DRoboticscalibrationomnidirectionalStereopsisHardware and ArchitectureICT[INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV][SPI.OPTI]Engineering Sciences [physics]/Optics / PhotonicRobot020201 artificial intelligence & image processinglcsh:Electronic computers. Computer scienceArtificial intelligence[ SPI.OPTI ] Engineering Sciences [physics]/Optics / PhotonicbusinessSoftwareStereo cameraInformation Systemsdescription
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.
year | journal | country | edition | language |
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2017-07-31 |