Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: For the interaction of a mobile robot with a dynamic environment, the estimation of object motion is desired while the robot is walking and/or turning its head. ,  describe a system which manages this task by combining depth from a stereo camera and computation of the camera movement from robot kinematics in order to stabilize the camera images. Moving objects are detected by applying optical flow to the stabilized images follod by a filtering method, which incorporates both prior knowledge about the accuracy of the measurement and the uncertainties of the measurement process itself. The efficiency of this system is demonstrated in a dynamic real-world scenario with a walking humanoid robot.
['Jens Schmüdderich', 'Volker Willert', 'Julian Eggert', 'Sven Rebhan', 'Christian Goerick', 'Gerhard Sagerer', 'Edgar Körner']
I am writing a research paper on a idea Estimating Object Proper Motion Using Optical Flow, Kinematics, and Depth Information
[{"from": "human", "value": "I am writing a research paper on a idea Estimating Object Proper Motion Using Optical Flow, Kinematics, and Depth Information"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: For the interaction of a mobile robot with a dynamic environment, the estimation of object motion is desired while the robot is walking and/or turning its head. ,  describe a system which manages this task by combining depth from a stereo camera and computation of the camera movement from robot kinematics in order to stabilize the camera images. Moving objects are detected by applying optical flow to the stabilized images follod by a filtering method, which incorporates both prior knowledge about the accuracy of the measurement and the uncertainties of the measurement process itself. The efficiency of this system is demonstrated in a dynamic real-world scenario with a walking humanoid robot."}]