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Large Scale Crowd Analysis Based on Convolutional Neural Network
Lijun, Cao; Kaiqi, Huang
Source PublicationPattern Recognition
application. Thispaperproposesaconvolutionalneuralnetwork(CNN)basedmethodtomonitorthe
number ofcrowd flow,suchasthenumberofenteringorleavingpeopleinhighdensitycrowd.Itusesan
indirect strategyofcombiningclassification CNNwithregressionCNN,whichismorerobustthanthe
direct way.Alargeenoughdatabaseisbuiltwithlotsofrealvideosofpublicgates,andplentyof
either indaytimeoratnight.
KeywordCrowd Analysis Flow Counting Cnn Large Scaledata
Document Type期刊论文
Corresponding AuthorKaiqi, Huang
Recommended Citation
GB/T 7714
Lijun, Cao,Kaiqi, Huang. Large Scale Crowd Analysis Based on Convolutional Neural Network[J]. Pattern Recognition,2015,48(10):3016–3024.
APA Lijun, Cao,&Kaiqi, Huang.(2015).Large Scale Crowd Analysis Based on Convolutional Neural Network.Pattern Recognition,48(10),3016–3024.
MLA Lijun, Cao,et al."Large Scale Crowd Analysis Based on Convolutional Neural Network".Pattern Recognition 48.10(2015):3016–3024.
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