Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Service robots are expected to be used in many household#R##N##R##N#in the near future, provided that proper interfaces are developed#R##N##R##N#for the human robot interaction. Gesture recognition has been#R##N##R##N#recognized as a natural way for the communication especially for#R##N##R##N#elder or impaired people. With the developments of new#R##N##R##N#technologies and the large availability of inexpensive depth#R##N##R##N#sensors, real time gesture recognition has been faced by using#R##N##R##N#depth information and avoiding the limitations due to complex#R##N##R##N#background and lighting situations.  the Kinect#R##N##R##N#Depth Camera, and the OpenNI framework have been used to obtain#R##N##R##N#real time tracking of human skeleton. Then, robust and significant#R##N##R##N#features have been selected to get rid of unrelated features and#R##N##R##N#decrease the computational costs. These features are fed to a set#R##N##R##N#of Neural Network Classifiers that recognize ten different#R##N##R##N#gestures. Several experiments demonstrate that the proposed method#R##N##R##N#works effectively. Real time tests prove the robustness of#R##N##R##N#the method for realization of human robot interfaces.
["Tiziana D'Orazio", 'Carmela Attolico', 'Grazia Cicirelli', 'Cataldo Guaragnella']
I am writing a research paper on a idea A Neural Network Approach for Human Gesture Recognition with a Kinect Sensor
[{"from": "human", "value": "I am writing a research paper on a idea A Neural Network Approach for Human Gesture Recognition with a Kinect Sensor"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Service robots are expected to be used in many household#R##N##R##N#in the near future, provided that proper interfaces are developed#R##N##R##N#for the human robot interaction. Gesture recognition has been#R##N##R##N#recognized as a natural way for the communication especially for#R##N##R##N#elder or impaired people. With the developments of new#R##N##R##N#technologies and the large availability of inexpensive depth#R##N##R##N#sensors, real time gesture recognition has been faced by using#R##N##R##N#depth information and avoiding the limitations due to complex#R##N##R##N#background and lighting situations.  the Kinect#R##N##R##N#Depth Camera, and the OpenNI framework have been used to obtain#R##N##R##N#real time tracking of human skeleton. Then, robust and significant#R##N##R##N#features have been selected to get rid of unrelated features and#R##N##R##N#decrease the computational costs. These features are fed to a set#R##N##R##N#of Neural Network Classifiers that recognize ten different#R##N##R##N#gestures. Several experiments demonstrate that the proposed method#R##N##R##N#works effectively. Real time tests prove the robustness of#R##N##R##N#the method for realization of human robot interfaces."}]