MATIA:: A programmable 80 μW/frame CMOS block matrix transform imager architecture

被引:39
作者
Bandyopadhyay, A [1 ]
Lee, J
Robucci, RW
Hasler, P
机构
[1] Analog Devices Inc, Wilmington, MA 01887 USA
[2] Georgia Inst Technol, Dept Elect & Comp Engn, Atlanta, GA 30332 USA
关键词
CMOS imager; floating gate; JPEG; motion JPEG; separable transforms; vector matrix multiplier (VMM);
D O I
10.1109/JSSC.2005.864115
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, we introduce our CMOS block MAtrix Transform Imager Architecture (MATIA). This imager is capable of performing programmable matrix operations on an image. The imager architecture is both modular and programmable. The pixel used in this architecture performs matrix multiplication while maintaining a high fill factor (46%), comparable to active pixel sensors. Floating gates are used to store the arbitrary matrix coefficients on-chip. The chip operates in the subthreshold domain and thus has low power consumption (80 mu W/frame). We present data for different convolutions and block transforms that were implemented using this architecture, and also present data from baseline JPEG and motion JPEG systems which we have implemented using MATIA.
引用
收藏
页码:663 / 672
页数:10
相关论文
共 23 条
[1]   A 16 x 16 nonvolatile programmable analog vector-matrix multiplier [J].
Aslam-Siddiqi, A ;
Brockherde, W ;
Hosticka, BJ .
IEEE JOURNAL OF SOLID-STATE CIRCUITS, 1998, 33 (10) :1502-1509
[2]   A 128-pixel CMOS image sensor with integrated analog nonvolatile memory [J].
Aslam-Siddiqi, A ;
Brockherde, W ;
Schanz, M ;
Hosticka, BJ .
IEEE JOURNAL OF SOLID-STATE CIRCUITS, 1998, 33 (10) :1497-1501
[3]   A CMOS floating-gate matrix transform imager [J].
Bandyopadhyay, A ;
Hasler, P ;
Anderson, D .
IEEE SENSORS JOURNAL, 2005, 5 (03) :455-462
[4]  
BANDYOPADHYAY A, 2003, P CUST INT CIRC C SA, P2233
[5]   Focal-plane image and beam quality sensors for adaptive optics [J].
Cohen, M ;
Cauwenberghs, G ;
Vorontsov, M ;
Carhart, G .
2001 CONFERENCE ON ADVANCED RESEARCH IN VLSI, PROCEEDINGS, 2001, :224-237
[6]  
FOSSUM ER, 1997, IEEE T ELECTRON DEV, V44, P10
[7]   System design for pixel parallel image processing [J].
Gealow, JC ;
Herrmann, FP ;
Hsu, LT ;
Sodini, CG .
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 1996, 4 (01) :32-41
[8]  
GEALOW JC, 1999, IEEE J SOLID-ST CIRC, V34, P65
[9]  
Gonzales RC., 2018, Digital image processing, V4th
[10]   CMOS image sensor with mixed-signal processor array [J].
Graupner, A ;
Schreiter, J ;
Getzlaff, S ;
Schüffny, R .
IEEE JOURNAL OF SOLID-STATE CIRCUITS, 2003, 38 (06) :948-957