A video retrieval algorithm using random projections. Gao, L., Li, Z., & Katsaggelos, A. K. In 2009 16th IEEE International Conference on Image Processing (ICIP), pages 797–800, nov, 2009. IEEE. Paper doi abstract bibtex In this paper, we propose a fast and accurate video retrieval algorithm using random projections, an indexing structure and parallel computing. The video sequences are represented by low dimensional temporal trajectories in a set of low dimensional spaces through scaling and random projections. A kd-tree structure is used for efficient data access. We also develop an efficient retrieval algorithm. Simulation results demonstrate that the proposed algorithm is very fast and accurate in retrieval performance. ©2009 IEEE.
@inproceedings{Li2009,
abstract = {In this paper, we propose a fast and accurate video retrieval algorithm using random projections, an indexing structure and parallel computing. The video sequences are represented by low dimensional temporal trajectories in a set of low dimensional spaces through scaling and random projections. A kd-tree structure is used for efficient data access. We also develop an efficient retrieval algorithm. Simulation results demonstrate that the proposed algorithm is very fast and accurate in retrieval performance. {\textcopyright}2009 IEEE.},
author = {Gao, Li and Li, Zhu and Katsaggelos, Aggelos K.},
booktitle = {2009 16th IEEE International Conference on Image Processing (ICIP)},
doi = {10.1109/ICIP.2009.5414223},
isbn = {978-1-4244-5653-6},
issn = {15224880},
keywords = {Compressive sensing,Kd-tree,Random projections,Video indexing and retrieval},
month = {nov},
pages = {797--800},
publisher = {IEEE},
title = {{A video retrieval algorithm using random projections}},
url = {http://ieeexplore.ieee.org/document/5414223/},
year = {2009}
}
Downloads: 0
{"_id":"hBFLwbySMt6BfYzYL","bibbaseid":"gao-li-katsaggelos-avideoretrievalalgorithmusingrandomprojections-2009","author_short":["Gao, L.","Li, Z.","Katsaggelos, A. K."],"bibdata":{"bibtype":"inproceedings","type":"inproceedings","abstract":"In this paper, we propose a fast and accurate video retrieval algorithm using random projections, an indexing structure and parallel computing. The video sequences are represented by low dimensional temporal trajectories in a set of low dimensional spaces through scaling and random projections. A kd-tree structure is used for efficient data access. We also develop an efficient retrieval algorithm. Simulation results demonstrate that the proposed algorithm is very fast and accurate in retrieval performance. ©2009 IEEE.","author":[{"propositions":[],"lastnames":["Gao"],"firstnames":["Li"],"suffixes":[]},{"propositions":[],"lastnames":["Li"],"firstnames":["Zhu"],"suffixes":[]},{"propositions":[],"lastnames":["Katsaggelos"],"firstnames":["Aggelos","K."],"suffixes":[]}],"booktitle":"2009 16th IEEE International Conference on Image Processing (ICIP)","doi":"10.1109/ICIP.2009.5414223","isbn":"978-1-4244-5653-6","issn":"15224880","keywords":"Compressive sensing,Kd-tree,Random projections,Video indexing and retrieval","month":"nov","pages":"797–800","publisher":"IEEE","title":"A video retrieval algorithm using random projections","url":"http://ieeexplore.ieee.org/document/5414223/","year":"2009","bibtex":"@inproceedings{Li2009,\nabstract = {In this paper, we propose a fast and accurate video retrieval algorithm using random projections, an indexing structure and parallel computing. The video sequences are represented by low dimensional temporal trajectories in a set of low dimensional spaces through scaling and random projections. A kd-tree structure is used for efficient data access. We also develop an efficient retrieval algorithm. Simulation results demonstrate that the proposed algorithm is very fast and accurate in retrieval performance. {\\textcopyright}2009 IEEE.},\nauthor = {Gao, Li and Li, Zhu and Katsaggelos, Aggelos K.},\nbooktitle = {2009 16th IEEE International Conference on Image Processing (ICIP)},\ndoi = {10.1109/ICIP.2009.5414223},\nisbn = {978-1-4244-5653-6},\nissn = {15224880},\nkeywords = {Compressive sensing,Kd-tree,Random projections,Video indexing and retrieval},\nmonth = {nov},\npages = {797--800},\npublisher = {IEEE},\ntitle = {{A video retrieval algorithm using random projections}},\nurl = {http://ieeexplore.ieee.org/document/5414223/},\nyear = {2009}\n}\n","author_short":["Gao, L.","Li, Z.","Katsaggelos, A. K."],"key":"Li2009","id":"Li2009","bibbaseid":"gao-li-katsaggelos-avideoretrievalalgorithmusingrandomprojections-2009","role":"author","urls":{"Paper":"http://ieeexplore.ieee.org/document/5414223/"},"keyword":["Compressive sensing","Kd-tree","Random projections","Video indexing and retrieval"],"metadata":{"authorlinks":{}}},"bibtype":"inproceedings","biburl":"https://sites.northwestern.edu/ivpl/files/2023/06/IVPL_Updated_publications-1.bib","dataSources":["KTWAakbPXLGfYseXn","ePKPjG8C6yvpk4mEK","ya2CyA73rpZseyrZ8","qhF8zxmGcJfvtdeAg","fvDEHD49E2ZRwE3fb","H7crv8NWhZup4d4by","DHqokWsryttGh7pJE","vRJd4wNg9HpoZSMHD","sYxQ6pxFgA59JRhxi","w2WahSbYrbcCKBDsC","XasdXLL99y5rygCmq","3gkSihZQRfAD2KBo3","t5XMbyZbtPBo4wBGS","bEpHM2CtrwW2qE8FP","teJzFLHexaz5AQW5z"],"keywords":["compressive sensing","kd-tree","random projections","video indexing and retrieval"],"search_terms":["video","retrieval","algorithm","using","random","projections","gao","li","katsaggelos"],"title":"A video retrieval algorithm using random projections","year":2009}