TY - GEN
T1 - Video clip retrieval using local phase quantization
AU - Uma, K. P.
AU - Shekar, B. H.
AU - Holla, K. Rahgurama
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/11/2
Y1 - 2016/11/2
N2 - The steady rise in use of smart phones equipped with latest features and access to media capturing and editing devices has caused the growth in multimedia content. Videos are a part of multimedia. To harness the information and data present in videos a robust and accurate content based video retrieval system is required. This paper presents a similar video clip retrieval system using texture feature called local phase quantization(LPQ) descriptor. This texture descriptor is formed by taking the histogram of codewords. This codeword is formed by quantizing the phase information computed within a window around each pixel in the image. The use of phase information makes LPQ descriptor robust to illumination and blur variations. Robustness and suitability of the proposed approach is demonstrated by carrying out experiments using videos from TRECVID 2007 dataset.
AB - The steady rise in use of smart phones equipped with latest features and access to media capturing and editing devices has caused the growth in multimedia content. Videos are a part of multimedia. To harness the information and data present in videos a robust and accurate content based video retrieval system is required. This paper presents a similar video clip retrieval system using texture feature called local phase quantization(LPQ) descriptor. This texture descriptor is formed by taking the histogram of codewords. This codeword is formed by quantizing the phase information computed within a window around each pixel in the image. The use of phase information makes LPQ descriptor robust to illumination and blur variations. Robustness and suitability of the proposed approach is demonstrated by carrying out experiments using videos from TRECVID 2007 dataset.
UR - https://www.scopus.com/pages/publications/85007392034
UR - https://www.scopus.com/pages/publications/85007392034#tab=citedBy
U2 - 10.1109/ICACCI.2016.7732264
DO - 10.1109/ICACCI.2016.7732264
M3 - Conference contribution
AN - SCOPUS:85007392034
T3 - 2016 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2016
SP - 1522
EP - 1527
BT - 2016 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2016
A2 - Rodrigues, Joel J. P. C.
A2 - Siarry, Patrick
A2 - Perez, Gregorio Martinez
A2 - Tomar, Raghuvir
A2 - Pathan, Al-Sakib Khan
A2 - Mehta, Sameep
A2 - Thampi, Sabu M.
A2 - Berretti, Stefano
A2 - Gorthi, Ravi Prakash
A2 - Pathan, Al-Sakib Khan
A2 - Wu, Jinsong
A2 - Li, Jie
A2 - Jain, Vivek
A2 - Rodrigues, Joel J. P. C.
A2 - Atiquzzaman, Mohammed
A2 - Rodrigues, Joel J. P. C.
A2 - Bedi, Punam
A2 - Kammoun, Mohamed Habib
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 5th International Conference on Advances in Computing, Communications and Informatics, ICACCI 2016
Y2 - 21 September 2016 through 24 September 2016
ER -