TY - JOUR
T1 - A fast and effective method for static video summarization on compressed domain
AU - Cedillo Hernandez, Antonio
AU - Cedillo Hernandez, Manuel
AU - Garcia Ugalde, Francisco
AU - Nakano Miyatake, Mariko
AU - Perez Meana, Hector
N1 - Publisher Copyright:
© 2003-2012 IEEE.
PY - 2016/11
Y1 - 2016/11
N2 - Current advances in information technologies have led to the creation of huge video databases. Efficient and effective video summarization methods are needed to quickly browse and locate required video content. In this paper, we present a fast and effective video summarization method that is implemented in the compressed domain. Our four-step proposed method relies on a simple yet powerful descriptor and a scene-detection method, to detect gradual and abrupt transitions with great precision. A saliency-based refinement strategy is used to avoid redundancy and represent video content with as few key-frames as possible. Several experiments were done to assess the proposed methods performance, concluding that it is superior to current solutions.
AB - Current advances in information technologies have led to the creation of huge video databases. Efficient and effective video summarization methods are needed to quickly browse and locate required video content. In this paper, we present a fast and effective video summarization method that is implemented in the compressed domain. Our four-step proposed method relies on a simple yet powerful descriptor and a scene-detection method, to detect gradual and abrupt transitions with great precision. A saliency-based refinement strategy is used to avoid redundancy and represent video content with as few key-frames as possible. Several experiments were done to assess the proposed methods performance, concluding that it is superior to current solutions.
KW - Compressed domain
KW - Key-Frame Extraction
KW - Video Summarization
UR - http://www.scopus.com/inward/record.url?scp=85008490330&partnerID=8YFLogxK
U2 - 10.1109/TLA.2016.7795828
DO - 10.1109/TLA.2016.7795828
M3 - Artículo
SN - 1548-0992
VL - 14
SP - 4554
EP - 4559
JO - IEEE Latin America Transactions
JF - IEEE Latin America Transactions
IS - 11
M1 - 7795828
ER -