Aggressive Action Recognition Using Pre-trained 3D CNNs with Attention

2021 ◽  
pp. 933-944
Author(s):  
Mikhail Uzdiaev
Author(s):  
A. F. M. Saifuddin Saif ◽  
◽  
Md. Akib Shahriar Khan ◽  
Abir Mohammad Hadi ◽  
Rahul Prashad Karmoker ◽  
...  

2013 ◽  
Vol 18 (2-3) ◽  
pp. 49-60 ◽  
Author(s):  
Damian Dudzńiski ◽  
Tomasz Kryjak ◽  
Zbigniew Mikrut

Abstract In this paper a human action recognition algorithm, which uses background generation with shadow elimination, silhouette description based on simple geometrical features and a finite state machine for recognizing particular actions is described. The performed tests indicate that this approach obtains a 81 % correct recognition rate allowing real-time image processing of a 360 X 288 video stream.


2018 ◽  
Vol 6 (10) ◽  
pp. 323-328
Author(s):  
K.Kiruba . ◽  
D. Shiloah Elizabeth ◽  
C Sunil Retmin Raj

2019 ◽  
Author(s):  
Giacomo De Rossi ◽  
◽  
Nicola Piccinelli ◽  
Francesco Setti ◽  
Riccardo Muradore ◽  
...  

The ongoing COVID-19 pandemic is a global crisis of unprecedented scale in modern times. The initial outbreak of COVID-19 in Wuhan spread rapidly, affecting other parts of China and soon other countries becoming a global threat. [1] On 11 March 2020, the WHO has declared the ‘Pandemic state’ calling the governments to take ‘urgent and aggressive action’ to delay and mitigate the peak of infection. To respond to COVID-19 public health experts and government officials are taking several measures, including social distancing, self-isolation, or quarantine; strengthening health facilities to control the disease; and asking people to work at home. To safeguard the health of athletes and others involved all forms of organized sport have been either cancelled or postponed. These range from mass participation events such as marathon races to football league and even to the Olympics and Paralympics that for the first time in the history of the modern games, have been postponed, and will be held in 2021. All sport in Italy had been suspended from early March and from April the lockdown measures had been extended to the training session for professional and non-professional athletes within all sport facilities. Unlike Italy, the Swiss government has not imposed a general curfew so athletes continued to train outdoor although training in a group was forbidden. [2,3] Some athletes in this situation will be able to build on existing coping resources while others athletes may experience psychological symptoms including fear of being infected, anxiety of physical recovery if infected, disturbed sleep, eating disorders, obsessive-compulsive disorder, and family conflicts.


2011 ◽  
Vol 31 (2) ◽  
pp. 406-409 ◽  
Author(s):  
Ying-jie LI ◽  
Yi-xin YIN ◽  
Fei DENG

ROBOT ◽  
2012 ◽  
Vol 34 (6) ◽  
pp. 745 ◽  
Author(s):  
Bin WANG ◽  
Yuanyuan WANG ◽  
Wenhua XIAO ◽  
Wei WANG ◽  
Maojun ZHANG

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