Long-Term Temporal Convolutions for Action Recognition
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2017.2712608
Abstract: Typical human actions last several seconds and exhibit characteristic spatio-temporal structure. Recent methods attempt to capture this structure and learn action representations with convolutional neural networks. Such representations, however, are typically learned at the level… read more here.
Keywords: action recognition; temporal convolutions; long term; term temporal ... See more keywords
Long-term temporal evolution of extreme temperature in a warming Earth
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DOI: 10.1371/journal.pone.0280503
Abstract: We present a new approach to modeling the future development of extreme temperatures globally and on the time-scale of several centuries by using non-stationary generalized extreme value distributions in combination with logistic functions. The statistical… read more here.
Keywords: long term; term temporal; temporal evolution; evolution extreme ... See more keywords
Long term temporal trends in synoptic-scale weather conditions favoring significant tornado occurrence over the central United States
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DOI: 10.1371/journal.pone.0281312
Abstract: We perform a statistical climatological study of the synoptic- to meso-scale weather conditions favoring significant tornado occurrence to empirically investigate the existence of long term temporal trends. To identify environments that favor tornadoes, we apply… read more here.
Keywords: long term; term temporal; temporal trends; occurrence ... See more keywords