0000000000625623

AUTHOR

Ashutosh Natraj

showing 3 related works from this author

Omnidirectional vision for UAV: applications to attitude, motion and altitude estimation for day and night conditions

2012

International audience; This paper presents the combined applications of omnidirectional vision featuring on its application to aerial robotics. Omnidirectional vision is first used to compute the attitude, altitude and motion not only in rural environment but also in the urban space. Secondly, a combination of omnidirectional and perspective cameras permits to estimate the altitude. Finally we present a stereo system consisting of an omnidirectional camera with a laser pattern projector enables to calculate the altitude and attitude during the improperly illuminated conditions to dark environments. We demonstrate that omnidirectional camera in conjunction with other sensors is suitable cho…

0209 industrial biotechnologyComputer scienceComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONMotion (geometry)ComputerApplications_COMPUTERSINOTHERSYSTEMS02 engineering and technologyIndustrial and Manufacturing EngineeringGeneralLiterature_MISCELLANEOUSlaw.invention020901 industrial engineering & automationAltitudeOmnidirectional cameraArtificial Intelligencelaw11. Sustainability0202 electrical engineering electronic engineering information engineering[INFO.INFO-RB]Computer Science [cs]/Robotics [cs.RO]Computer visionElectrical and Electronic EngineeringOmnidirectional antennaComputingMethodologies_COMPUTERGRAPHICSbusiness.industryMechanical Engineering[INFO.INFO-RB] Computer Science [cs]/Robotics [cs.RO]Perspective (graphical)[ INFO.INFO-RB ] Computer Science [cs]/Robotics [cs.RO]RoboticsProjectorControl and Systems Engineering020201 artificial intelligence & image processingOmnidirectional visionArtificial intelligencebusinessSoftware
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A Geometrical Approach for Vision Based Attitude and Altitude Estimation for UAVs in Dark Environments

2012

International audience; This paper presents a single camera and laser system dedicated to the realtime estimation of attitude and altitude for unmanned aerial vehicles (UAV) under low illumination conditions to dark environments. The fisheye camera allows to cover a large field of view (FOV). The approach, close to structured light systems, uses the geometrical information obtained by the projection of a laser circle onto the ground plane and perceived by the camera. We propose some experiments based on simulated data and real sequences. The results show good agreement with the ground truth values from the commercial sensors in terms of its accuracy and correctness. The results also prove i…

0209 industrial biotechnologyGround truthbusiness.industryPayloadComputer scienceComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION[INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]Mobile robot02 engineering and technologyGPS signals[ INFO.INFO-CV ] Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]Attitude controlComputer Science::Robotics020901 industrial engineering & automation0202 electrical engineering electronic engineering information engineeringGlobal Positioning System020201 artificial intelligence & image processingComputer visionArtificial intelligenceProjection (set theory)businessStructured lightGround plane
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Vision based attitude and altitude estimation for UAVs in dark environments

2011

This paper presents a system dedicated to the real-time estimation of attitude and altitude for unmanned aerial vehicles (UAV) under low light and dark environment. This system consists in a fisheye camera, which allows to cover a large field of view (FOV), and a laser circle projector mounted on a fixed baseline. The approach, close to structured light systems, uses the geometrical information obtained by the projection of the laser circle onto the ground plane and perceived by the camera. We present a theoretical study of the system in which the camera is modelled as a sphere and show that the estimation of a conic on this sphere allows to obtain the attitude and the altitude of the robot…

0209 industrial biotechnologyComputer scienceComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONComputerApplications_COMPUTERSINOTHERSYSTEMS02 engineering and technologyGeneralLiterature_MISCELLANEOUSlaw.inventionComputer Science::Robotics020901 industrial engineering & automationAltitudelaw0202 electrical engineering electronic engineering information engineering[INFO.INFO-RB]Computer Science [cs]/Robotics [cs.RO]Computer visionProjection (set theory)Ground planePayloadbusiness.industry[ INFO.INFO-RB ] Computer Science [cs]/Robotics [cs.RO]Astrophysics::Instrumentation and Methods for AstrophysicsProjectorConic sectionRobot020201 artificial intelligence & image processingArtificial intelligencebusinessStructured light
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