Moving object tracking based on geogram
| LEADER | caa a22 4500 | ||
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| 001 | 605446865 | ||
| 003 | CHVBK | ||
| 005 | 20210128100129.0 | ||
| 007 | cr unu---uuuuu | ||
| 008 | 210128e20151101xx s 000 0 eng | ||
| 024 | 7 | 0 | |a 10.1007/s11042-014-2150-8 |2 doi |
| 035 | |a (NATIONALLICENCE)springer-10.1007/s11042-014-2150-8 | ||
| 245 | 0 | 0 | |a Moving object tracking based on geogram |h [Elektronische Daten] |c [Gwangmin Choe, Tianjiang Wang, Fang Liu, Gwangho Li, Hyongwang O, Songryong Kim] |
| 520 | 3 | |a We introduce the concept of a geogram that captures richer features to represent the objects. The spatiogram contains some moments upon the coordinates of the pixels corresponding to each bin while the geogram contains information about the perimeter of grouped regions in addition to features in the spatiogram. The perimeter of the given region has capability to represent the geometrical compactness on the distribution of the given feature. The geogram-based feature descriptor increases the accuracy of tracking because it can capture the features in lower levels. Also, we consider that a convergence of the mean shift algorithm for the spatiogram is divided into obvious dynamic and steady states as well as in automatic control, and introduce a hybrid technique of the geogram and the histogram to control convergence process. Moreover, we derive a mean shift procedure for the proposed geogram. We test our feature descriptor and measure in object tracking scenario. Experimental results demonstrate that the geogram has promising discriminative capability in comparison with other ones. | |
| 540 | |a Springer Science+Business Media New York, 2014 | ||
| 690 | 7 | |a Geogram |2 nationallicence | |
| 690 | 7 | |a Hybrid gradient descent |2 nationallicence | |
| 690 | 7 | |a Mean shift |2 nationallicence | |
| 690 | 7 | |a Similarity measure |2 nationallicence | |
| 690 | 7 | |a Feature descriptor |2 nationallicence | |
| 700 | 1 | |a Choe |D Gwangmin |u Intelligent and Distributed Computing Laboratory, School of Computer Science and Technology, Huazhong University of Science and Technology, 430074, Wuhan, China |4 aut | |
| 700 | 1 | |a Wang |D Tianjiang |u Intelligent and Distributed Computing Laboratory, School of Computer Science and Technology, Huazhong University of Science and Technology, 430074, Wuhan, China |4 aut | |
| 700 | 1 | |a Liu |D Fang |u Intelligent and Distributed Computing Laboratory, School of Computer Science and Technology, Huazhong University of Science and Technology, 430074, Wuhan, China |4 aut | |
| 700 | 1 | |a Li |D Gwangho |u School of Computer Science and Technology, Kim Il Sung University, Pyongyang, Democratic People's Republic of Korea |4 aut | |
| 700 | 1 | |a O |D Hyongwang |u The Institute of Mathematics, Academy of Sciences, Pyongyang, Democratic People's Republic of Korea |4 aut | |
| 700 | 1 | |a Kim |D Songryong |u The Institute of Mathematics, Academy of Sciences, Pyongyang, Democratic People's Republic of Korea |4 aut | |
| 773 | 0 | |t Multimedia Tools and Applications |d Springer US; http://www.springer-ny.com |g 74/21(2015-11-01), 9771-9794 |x 1380-7501 |q 74:21<9771 |1 2015 |2 74 |o 11042 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/s11042-014-2150-8 |q text/html |z Onlinezugriff via DOI |
| 898 | |a BK010053 |b XK010053 |c XK010000 | ||
| 900 | 7 | |a Metadata rights reserved |b Springer special CC-BY-NC licence |2 nationallicence | |
| 908 | |D 1 |a research-article |2 jats | ||
| 949 | |B NATIONALLICENCE |F NATIONALLICENCE |b NL-springer | ||
| 950 | |B NATIONALLICENCE |P 856 |E 40 |u https://doi.org/10.1007/s11042-014-2150-8 |q text/html |z Onlinezugriff via DOI | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Choe |D Gwangmin |u Intelligent and Distributed Computing Laboratory, School of Computer Science and Technology, Huazhong University of Science and Technology, 430074, Wuhan, China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Wang |D Tianjiang |u Intelligent and Distributed Computing Laboratory, School of Computer Science and Technology, Huazhong University of Science and Technology, 430074, Wuhan, China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Liu |D Fang |u Intelligent and Distributed Computing Laboratory, School of Computer Science and Technology, Huazhong University of Science and Technology, 430074, Wuhan, China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Li |D Gwangho |u School of Computer Science and Technology, Kim Il Sung University, Pyongyang, Democratic People's Republic of Korea |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a O |D Hyongwang |u The Institute of Mathematics, Academy of Sciences, Pyongyang, Democratic People's Republic of Korea |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Kim |D Songryong |u The Institute of Mathematics, Academy of Sciences, Pyongyang, Democratic People's Republic of Korea |4 aut | ||
| 950 | |B NATIONALLICENCE |P 773 |E 0- |t Multimedia Tools and Applications |d Springer US; http://www.springer-ny.com |g 74/21(2015-11-01), 9771-9794 |x 1380-7501 |q 74:21<9771 |1 2015 |2 74 |o 11042 | ||