Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The step of calibration prevents the gaze interaction from interacting naturally, which usually needs five or more calibration points to obtain the user's calibration information. , a calibration simplified method is proposed, which is based on user experience and consists of the user experience accumulation stage and the calibration simplified stage. In the user experience accumulation stage, the calibration is still needed as usual before each gaze interaction and the calibration parameters and the position of the user are stored as the calibration experience, where the calibration parameters include the actual coordinates of the calibration points and their estimation errors. In the calibration simplified stage, the user needs to fixate on only one calibration point for calibration before the calibration information can be estimated according to the user experience stored in the first stage. Even the calibration information can be estimated according to only the position of the user and the stored calibration parameters, which means the user can interact with computer via gaze directly without calibration. The simulations show that the gaze estimation accuracy of the proposed calibration simplified method can be 1.4047° with one calibration point and 1.7489° without calibration point, which are much higher than that without the user experience.
['Cong Niu', 'Jiande Sun', 'Jing Li', 'Hua Yan']
I am writing a research paper on a idea A calibration simplified method for gaze interaction based on using experience
[{"from": "human", "value": "I am writing a research paper on a idea A calibration simplified method for gaze interaction based on using experience"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The step of calibration prevents the gaze interaction from interacting naturally, which usually needs five or more calibration points to obtain the user's calibration information. , a calibration simplified method is proposed, which is based on user experience and consists of the user experience accumulation stage and the calibration simplified stage. In the user experience accumulation stage, the calibration is still needed as usual before each gaze interaction and the calibration parameters and the position of the user are stored as the calibration experience, where the calibration parameters include the actual coordinates of the calibration points and their estimation errors. In the calibration simplified stage, the user needs to fixate on only one calibration point for calibration before the calibration information can be estimated according to the user experience stored in the first stage. Even the calibration information can be estimated according to only the position of the user and the stored calibration parameters, which means the user can interact with computer via gaze directly without calibration. The simulations show that the gaze estimation accuracy of the proposed calibration simplified method can be 1.4047\u00b0 with one calibration point and 1.7489\u00b0 without calibration point, which are much higher than that without the user experience."}]