Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: One of the major goals of healthcare systems is to automatically monitor patients of special needs and alarm the caregivers for providing assistant. , an efficient single-camera multidirectional wheelchair detector based on a cascaded decision tree (CDT) is proposed to detect a wheelchair and its moving direction simultaneously from video frames for a healthcare system. Our approach combines a decision tree structure and boosted-cascade classifiers to construct a new CDT that can perform early confidence decisions in a hierarchical manner to rapidly reject nonwheelchairs and decide the moving directions.  also impose the tracking history to guide detection routes in the CDT to further reduce detection time and increase detection accuracy. The experiments show over 92% detection rate under cluttered scenes.
['Chun-Rong Huang', 'Pau-Choo Chung', 'Kuo-Wei Lin', 'Sheng-Chieh Tseng']
I am writing a research paper on a idea Wheelchair Detection Using Cascaded Decision Tree
[{"from": "human", "value": "I am writing a research paper on a idea Wheelchair Detection Using Cascaded Decision Tree"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: One of the major goals of healthcare systems is to automatically monitor patients of special needs and alarm the caregivers for providing assistant. , an efficient single-camera multidirectional wheelchair detector based on a cascaded decision tree (CDT) is proposed to detect a wheelchair and its moving direction simultaneously from video frames for a healthcare system. Our approach combines a decision tree structure and boosted-cascade classifiers to construct a new CDT that can perform early confidence decisions in a hierarchical manner to rapidly reject nonwheelchairs and decide the moving directions.  also impose the tracking history to guide detection routes in the CDT to further reduce detection time and increase detection accuracy. The experiments show over 92% detection rate under cluttered scenes."}]