A real-time wavelet-based video compression approach to intelligent video surveillance systems

被引:0
作者
Wu, Bing-Fei [1 ]
Chen, Yen-Lin [1 ]
Chen, Chao-Jung [1 ]
Chiu, Chung-Cheng [1 ]
Su, Chorng-Yann [1 ]
机构
[1] Natl Chiao Tung Univ, Dept Elect & Control Engn, 1001 Ta Hsueh Rd, Hsinchu 30050, Taiwan
关键词
low complexity; mobile carrier; real-time; video compression; video surveillance;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This work presents a wavelet-based approach to compressing video, with high speed, high image quality and high compression ratio. Using the sequential characteristics of surveillance images, this method applies the low-complexity zero-tree coding, which costs low memory, to develop an algorithm for encoding and decoding video, which greatly improves the speeds of compression and decompression and maintains images of high quality. The method provides good quality and smoothness even under multi channel surveillance, and so is of great value to companies that develop multi-channel surveillance systems. The ActiveX technique is used to implement the algorithm to take advantage of multimedia, the internet and visual rapid-application-development. The versatile and intelligent surveillance system includes peripheral computer hardware and mobile communication. Incorporating IA, this system is not just a surveillance system but is, rather, an intelligent home manager that can control electronic appliances, video/audio systems and home security in an 'e-Home'.
引用
收藏
页码:50 / 64
页数:15
相关论文
共 14 条
[1]  
[Anonymous], 1997, ESSENTIAL COM
[2]   Image coding using wavelet transform [J].
Antonini, Marc ;
Barlaud, Michel ;
Mathieu, Pierre ;
Daubechies, Ingrid .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1992, 1 (02) :205-220
[3]  
Armstrong T., 2000, ATL DEV GUIDE, P305
[4]   The JPEG2000 still image coding system: An overview [J].
Christopoulos, C ;
Skodras, A ;
Ebrahimi, T .
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2000, 46 (04) :1103-1127
[5]  
ISO, 2000, 154441 ISOIEC
[6]  
Koenen R, 1997, JTC1SC29WG11N1909 IS
[7]   Shape-adaptive discrete wavelet transforms for arbitrarily shaped visual object coding [J].
Li, SP ;
Li, WP .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2000, 10 (05) :725-743
[8]   A new, fast, and efficient image codec based on set partitioning in hierarchical trees [J].
Said, A ;
Pearlman, WA .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1996, 6 (03) :243-250
[9]   EMBEDDED IMAGE-CODING USING ZEROTREES OF WAVELET COEFFICIENTS [J].
SHAPIRO, JM .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1993, 41 (12) :3445-3462
[10]   The MPEG-4 video standard verification model [J].
Sikora, T .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1997, 7 (01) :19-31