I have been working on action recognition (sport activities) from images for a while. However, we have problem to clarify the steps required for our solution with my graduate student. Is there any good resources?
Bilen A, Fernando B, Gavves E, Vedaldi A. Action recognition with dynamic image networks. IEEE Transactions on Pattern Analysis and Machine Intelligence 2016. https://arxiv.org/pdf/1612.00738.pdf
Poppe R. A survey on vision-based human action recognition. Image and Vision Computing 2010;28:976-990. http://www.cs.utexas.edu/~jsinapov/teaching/cs309_spring2017/readings/A_survey_on_vision-based_human_action_re.pdf
Layher G, Brosch T, Neumann H. Real-time biologically inspired action recognition from key poses using a neuromorphic architecture. Front Neurorobot 2017;11:13. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5360715/pdf/fnbot-11-00013.pdf
Bilen A, Fernando B, Gavves E, Vedaldi A. Action recognition with dynamic image networks. IEEE Transactions on Pattern Analysis and Machine Intelligence 2016. https://arxiv.org/pdf/1612.00738.pdf
Poppe R. A survey on vision-based human action recognition. Image and Vision Computing 2010;28:976-990. http://www.cs.utexas.edu/~jsinapov/teaching/cs309_spring2017/readings/A_survey_on_vision-based_human_action_re.pdf
Layher G, Brosch T, Neumann H. Real-time biologically inspired action recognition from key poses using a neuromorphic architecture. Front Neurorobot 2017;11:13. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5360715/pdf/fnbot-11-00013.pdf