Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In the past, many research efforts are invested into discriminative action recognition task but the general temporal structure of human actions is overlooked. ,  focus on a specific yet common structure of human actions: temporal symmetry. The key contribution is that  model the temporal symmetry property of human action and separate this signal out of original action sequences without specifying which action category. Based on this modeling, a novel and effective method is proposed to detect the temporal symmetric part of any given human action sequence. Experimental results on two popular human action datasets verify that the temporal symmetry benefits both action detection and action recognition.
['Chenyang Zhang', 'Yingli Tian']
I am writing a research paper on a idea BCA: Bi-symmetric component analysis for temporal symmetry in human actions
[{"from": "human", "value": "I am writing a research paper on a idea BCA: Bi-symmetric component analysis for temporal symmetry in human actions"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In the past, many research efforts are invested into discriminative action recognition task but the general temporal structure of human actions is overlooked. ,  focus on a specific yet common structure of human actions: temporal symmetry. The key contribution is that  model the temporal symmetry property of human action and separate this signal out of original action sequences without specifying which action category. Based on this modeling, a novel and effective method is proposed to detect the temporal symmetric part of any given human action sequence. Experimental results on two popular human action datasets verify that the temporal symmetry benefits both action detection and action recognition."}]