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Virginia DOC Completes Removal of Restrictive Housing, Wins Award from Southern Legislative Conference — Virginia Department of Corrections

Virginia DOC Completes Removal of Restrictive Housing, Wins Award from Southern Legislative Conference — Virginia Department of Corrections
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United States , Anne Brody , Council Of State Government Southern Legislative Conference , Department Secure Diversionary Treatment Program , Virginia Department Of Corrections , American Correctional Association , Diversionary Treatment Program , Restrictive Housing , Wins Award , Southern Legislative Conference , Virginia Department , State Government Southern Legislative Conference , Action Recognition , Secure Diversionary Treatment Program , Programs Director , ஒன்றுபட்டது மாநிலங்களில் , வர்ஜீனியா துறை ஆஃப் திருத்தங்கள் , அமெரிக்கன் திருத்தம் சங்கம் , வெற்றி விருது , தெற்கு சட்டமன்றம் மாநாடு , வர்ஜீனியா துறை , நடவடிக்கை அங்கீகாரம் , ப்ரோக்ர்யாம்ஸ் இயக்குனர் ,

"D3D: Dual 3-D Convolutional Network for Real-Time Action Recognition" by Shengqin Jiang, Yuankai Qi et al.

Abstract
Three-dimensional convolutional neural networks (3D CNNs) have been explored to learn spatio-temporal information for video-based human action recognition. Expensive computational cost and memory demand resulted from standard 3D CNNs, however, hinder their application in practical scenarios. In this article, we address the aforementioned limitations by proposing a novel dual 3-D convolutional network (D3DNet) with two complementary lightweight branches. A coarse branch maintains large temporal receptive field by a fast temporal downsampling strategy and simulates the expensive 3-D convolutions using a combination of more efficient spatial convolutions and temporal convolutions. Meanwhile, a fine branch progressively downsamples the video in the temporal domain and adopts 3-D convolutional units with reduced channel capacities to capture multiresolution spatio-temporal information. Instead of learning these two branches independently, a shallow spatiotemporal downsampl ....

Action Recognition , Ightweight Network , Patio Temporal Information , Hree Dimensional Convolutional Neural Networks 3d Cnns , நடவடிக்கை அங்கீகாரம் ,

Aktion gegen eine Politik der Kälte

Aktion gegen eine Politik der Kälte
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Perifereia Voreiou Aigaiou , Greek Islands , Shame Europe , Action Recognition , Warm Water , Bite Marks , Dozens Child , Refugee Camp , Families Or Child , Voter Groups , கிரேக்கம் தீவுகள் , நடவடிக்கை அங்கீகாரம் , சூடான தண்ணீர் , கடி மதிப்பெண்கள் , அகதி முகாம் ,