Discriminative human action classification using locality-constrained linear coding

•We propose using the locality-constrained linear coding for action classification.•Our sequence descriptor includes cell, block, and subsequence descriptors.•We use maximum pooling and a logistic regression classifier to encode each sequence.•We demonstrate the effectiveness of our algorithm on bot...

Celý popis

Podrobná bibliografia

Vydané v:	Pattern recognition letters Ročník 72; s. 62 - 71
Hlavní autori:	Rahmani, Hossein, Huynh, Du Q., Mahmood, Arif, Mian, Ajmal
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.03.2016
Predmet:	Human action classification Locality-constrained linear coding Sparse coding SVM classifier Human action classification Locality-constrained linear coding Sparse coding SVM classifier
ISSN:	0167-8655, 1872-7344
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!