METHOD AND SYSTEM TO REGULARIZATION ON SPATIO-TEMPORAL SMOOTHED FEATURE FOR ACTION RECOGNITION

METHOD AND SYSTEM TO REGULARIZATION ON SPATIO-TEMPORAL SMOOTHED FEATURE FOR ACTION RECOGNITION

Disclosed are a method and a system for normalizing spatiotemporal smoothing features for behavior recognition. The method for normalizing spatiotemporal smoothing features may comprise the following steps of: obtaining a low-frequency component from input features; obtaining a high-frequency compon...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: JINHYUNG KIM, KIM YOU JIN, BAE SOONMIN, WEE DONGYOON, OH KWANGJIN
Format: Patent
Sprache:eng ; kor
Schlagworte:
CALCULATING
COMPUTING
COUNTING
HANDLING RECORD CARRIERS
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:Disclosed are a method and a system for normalizing spatiotemporal smoothing features for behavior recognition. The method for normalizing spatiotemporal smoothing features may comprise the following steps of: obtaining a low-frequency component from input features; obtaining a high-frequency component by using a residual between the input feature and the low-frequency component; and adding noise to the low frequency component. 행동 인식을 위한 시공간의 평활화 피처를 정규화하는 방법 및 시스템이 개시된다. 피처 정규화 방법은, 입력 피처에서 저주파 성분을 구하는 단계; 상기 입력 피처 및 상기 저주파 성분 간의 잔차(residual)를 이용하여 고주파 성분을 구하는 단계; 및 상기 저주파 성분에 노이즈를 추가하는 단계를 포함할 수 있다.