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A Low Power and High Throughput Re-Configurable BIP for Multipurpose Applications
1
. R.Akshara ,2
..Murthy Raju
1
. M.tech, akshara.rentapalli@gmail.com, VLSID, Shri Vishnu Engineering College for Women, Bhimavaram
2
Associate Proff, venkateswara.106@gmail.com, E.C.E, Shri Vishnu Engineering College for Women, Bhimavaram
ABSTRACT: The main objective of this project is
to design a reconfigurable binary image processor to
perform real-time binary image processing. The
processor consists of a reconfigurable binary
processing module, input and output image control
units, and peripheral circuits. The reconfigurable
binary processing module has a mixed-grained
architecture with the characteristics of high efficiency
and performance. The dynamic reconfiguration
approach was used to increase the processor
performance. Basic mathematical morphology
operations and complicated algorithms can easily be
implemented on it because of its simple structure.
The processor, featured by high speed, simple
structure, and wide application range, is suitable for
binary image processing, such as object recognition,
object tracking and motion detection, computer
vision, identification, and authentication. Further this
technique is enhanced to design a reconfigurable low
power processor for image processing applications.
In-order to implement this processor, line memories
are selected for less power consumption. Line
memories power is reduced by using clock gating
technique.
KEYWORDS: mixed-grained architecture, binary
processing module, Reconfigurablility, Image
processing, object recognition, object tracking.
INTRODUCTION: BINARY IMAGE processing is
extremely useful in various areas, such as object
recognition, tracking, motion detection and machine
intelligence [1]–[6], image analysis and
understanding [7], [8], video processing [9],
computer vision [10], [11], and identification and
authentication systems [12]–[15]. Binary image
processing has been commonly implemented using
processors such as CPU or DSP. However, it is
inefficient and difficult to use such processors for
binary image processing [10], [11], [16]. High-speed
implementation of binary image processing
operations can be efficiently realized by using chips
specialized for binary image processing. Therefore,
binary image processing chips have attracted much
attention in the field of image processing.
Application-specific chips and hardware have been
reportedfor various applications. A chip with a 500-
dpi cellular-logic processing array was implemented
to enhance and verify fingerprint images [17]. A
pointing device using a specialized algorithm was
presented for motion detection in [18] .
Reconfigurable binary image processing chips have
been designed to generalize the binary image
applications of a chip. Chips were presented to
perform basic binary morphological operations, such
as dilation, erosion, opening, and closing [16], [20],
[21]. Programmable analog vision processors based
on the cellular neural or nonlinear network universal
machine architecture were proposed for a wide range
of applications such as motion analysis and texture
classification
Proceedings International Conference On Advances In Engineering And Technology
ISBN NO: 978 - 1503304048
www.iaetsd.in
International Association of Engineering & Technology for Skill Development
62
Literature Survey: [1]. A. J. Lipton, H. Fujiyoshi,
and R. S. Patil, “Moving target classification and
tracking from real-time video,” in Proc. Workshop
Appl. Comput. Vision, 1998, pp. 8–14.
This paper describes an end-to-end method for
extracting moving targets from a real-time video
stream, classifying them into predefined categories
according to image-based properties, and then
robustly tracking them. Moving targets are detected
using the pixel wise difference between consecutive
image frames. A classification metric is applied these
targets with a temporal consistency constraint to
classify them into three categories: human, vehicle or
background clutter. Drawbacks: Even though,
Background subtraction takes place properly, this
method is used for only object extraction for single
image.
[2]. M. R. Lyu, J. Song, and M. Cai, “A
comprehensive method for multilingual video text
detection, localization, and extraction,” IEEE Trans.
Circuit Syst. Video Technol., vol. 15, no. 2, pp. 243–
255, Feb. 2005.
This project deals in security applications. Any
texture or image can be embedded in to any cover
image. Hiding is the main criteria designed in this
project. Drawbacks: This project is used for only
images. But video security can’t be provided by using
this project.
[3]. W. Chan, J. Chang, T. Chen et al., “Efficient
content analysis engine for visual surveillance
network,” IEEE Trans. Circuits Syst. Video Technol.,
vol. 19, no. 5, pp. 693–703, May 2009.
The algorithm incorporates a temporal data
correlation predictor which can exhibit the
correlation between data and reduce computation
based on this correlation.
Drawbacks: Only small scale images can be
compresses and can’t be done for videos.
[4]. R. Dominguez-Castro, S. Espejo, A. Rodriguez-
Vazquez et al., “A 0.8-μm CMOS 2-D programmable
mixed-signal focal-plane array processor with on-
chip binary imaging and instructions storage,” IEEE
J. Solid-State Circuits, vol. 32, no. 7, pp. 1013–1026,
Jul. 1997.
This project designs tiny a processor, which can be
implemented in Cameras. This extra chip has the
capability to increase image quality and can remove
blurring effects also. Less area occupancy and low
latency are the main advantages by using this project.
Drawbacks: It can’t be implemented for shuttering
images. Only single snap shot images can be
processed through this chip.
This project presents a binary image processor that
consists of a reconfigurable binary processing
module, including reconfigurable binary compute
units and output control logic, input and output image
control units, and peripheral circuits. The
reconfigurable binary compute units are of a mixed
grained architecture, which has the characteristics of
high flexibility, efficiency, and performance. The
performance of the processor is enhanced by using
the dynamic reconfiguration approach. The processor
is implemented to perform real time binary image
processing. It is found that the processor can process
pixel-level images and extract image features, such as
boundary and motion images. Basic mathematical
morphology operations and complicated algorithms
can easily be implemented on it. The processor has
the merit of high speed, simple structure, and wide
application range.
Proceedings International Conference On Advances In Engineering And Technology
ISBN NO: 978 - 1503304048
www.iaetsd.in
International Association of Engineering & Technology for Skill Development
63
Fig1. Architecture of the binary image processor.
The proposed processor is designed for applications
in image or video processing, computer vision,
machine intelligence, and identification and
authentication systems. Such systems should have a
high flexibility and high performance processor for
wide applications; therefore, the processor design is
focused on high flexibility and speed. Some of the
conventional works are designed for specific
applications and some have large areas and high
power consumption. Then, a reconfigurable binary
processing module with high speed and simple
structure is implemented for wide use and consuming
fewer hardware resources. The architecture of the
proposed processor is shown in Fig. 1. The core of
the processor is a reconfigurable binary processing
module consisting of binary compute units and output
control logic. The processor also has two bus
interfaces, the input and output control logic units,
the process control unit, and a configuration register
group.
RECONFIGURABLE BINARY PROCESSING
MODULE:
The diagram of the reconfigurable binary processing
module (RBPM) is given in Fig. 2. It can be divided
into two main parts. The first part is the output
control logic, which selects the output from all the
binary compute unit outputs according to the given
parameters and converts the series data of 1-b binary
images into parallel data.
Fig2. Diagram of the reconfigurable binary
processing module
The second part consists of several binary compute
units that perform binary logic and binary image
operations at a high speed. The binary image
algorithms are realized by the operations in the
individual binary compute units and the connection
pattern of these units. The units can execute binary
image operations in a pipelined or parallel manner.
The operation executed in a binary compute unit is
decided by configurable registers, including logic
operation parameters, image resolution parameters;
mask sizes, input and output selection parameters,
and auxiliary parameters.
Proceedings International Conference On Advances In Engineering And Technology
ISBN NO: 978 - 1503304048
www.iaetsd.in
International Association of Engineering & Technology for Skill Development
64
The binary compute element comprises two input
control multiplexers, n binary logic elements, a
binary reduction element, and a binary median filter.
The input control multiplexer selects input data for
the binary logic element from the line memories, the
SDRAM, and the parameters in the register group.
When a video image is processed, line memories are
needed to buffer image signals before they are input
to binary logic elements. Line memory structure is
changed to the following structure.
Line memory address generator circuit:
Existing:
Proposed:
In proposed ring counter, power can be halved by
inserting SR control circuitry.
REFERENCES:
[1] Q. Huang, Z. Liu, A. Rosenberg, D. Gibbon, and
B. Shahraray, “Automated generation of news
content hierarchy by integrating audio, video, and
text information,” in Proc. IEEE Int. Conf. Acoust.,
Speech, Signal Process., vol. 6, 1999, pp. 3025–3028.
[2] W. Qi, L. Gu, H. Jiang, X.-R. Chen, and H.-J.
Zhang, “Integrating visual, audio and text analysis for
news video,” in Proc. Int. Conf. Image Process., vol.
3, 2000, pp. 520–523.
[3] M. R. Lyu, E. Yau, and K. S. Sze, “A
multilingual, multimodal digital video library
system,” in Proc. Joint Conf. Digital Libraries,
Portland,OR, Jul. 2002, pp. 145–153.
[4] R. Lienhart, “Automatic text recognition for video
indexing,” in Proc. ACM Multimedia, Boston, MA,
Nov. 1996, pp. 11–20.
[5] S. Sato and T. Kanade, “NAME-IT: Association
of face and name in video,” in Proc. IEEE Conf.
Comput. Vis. Pattern Recognit., San Juan, Puerto
Rico, Jun. 1997, pp. 368–373.
[6] A. Jian and S. Bhattacharjee, “Text segmentation
using gabor filters for automatic document
processing,” Machine Vis. Applicat., vol. 5, pp. 169–
184, 1992.
[7] V. Wu, R. Manmatha, and E. M. Riseman,
“Textfinder: An automatic system to detect and
recognize text in images,” IEEE Trans. Pattern Anal.
Mach. Intell., vol. 21, no. 11, pp. 1224–1229, Nov.
1999.
[8] H. Li, D. Doermann, and O. Kia, “Automatic text
detection and tracking in digital video,” IEEE Trans.
Image Process., vol. 9, no. 1, pp. 147–156, Jan. 2000.
[9] M. R. Lyu, J. Song, and M. Cai, “A
comprehensive method for multilingual video text
detection, localization, and extraction,” IEEE Trans.
Circuit Syst. Video Technol., vol. 15, no. 2, pp. 243–
255, Feb. 2005.
[10] W. Miao, Q. Lin, W. Zhang et al., “A
programmable SIMD vision chip for real-time vision
Proceedings International Conference On Advances In Engineering And Technology
ISBN NO: 978 - 1503304048
www.iaetsd.in
International Association of Engineering & Technology for Skill Development
65
applications,” IEEE J. Solid-State Circuits, vol. 43,
no. 6, pp. 1470–1479, Jun. 2008.
[11] A. Lopich and P. Dudek, “A SIMD cellular
processor array vision chip with asynchronous
processing capabilities,” IEEE Trans. Circuits Syst. I,
vol. 58, no. 10, pp. 2420–2431, Oct. 2011.
[12] H. Yang and A. C. Kot, “Binary image
authentication with tampering localization by
embedding cryptographic signature and block
identifier,” IEEE Signal Process. Lett., vol. 13, no.
12, pp. 741–744, Dec. 2006.
[13] M. Wu and B. Liu, “Data hiding in binary image
for authentication and annotation,” IEEE Trans.
Multimedia, vol. 6, no. 4, pp. 528–538, Aug. 2004.
[14] H. Yang, A. C. Kot, and S. Rahardja,
“Orthogonal data embedding for binary images in
morphological transform domain: A high-capacity
approach,” IEEE Trans. Multimedia, vol. 10, no. 3,
pp. 339–351, Apr. 2008.
Proceedings International Conference On Advances In Engineering And Technology
ISBN NO: 978 - 1503304048
www.iaetsd.in
International Association of Engineering & Technology for Skill Development
66

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Low Power Re-Configurable BIP for Image Processing

  • 1. A Low Power and High Throughput Re-Configurable BIP for Multipurpose Applications 1 . R.Akshara ,2 ..Murthy Raju 1 . M.tech, akshara.rentapalli@gmail.com, VLSID, Shri Vishnu Engineering College for Women, Bhimavaram 2 Associate Proff, venkateswara.106@gmail.com, E.C.E, Shri Vishnu Engineering College for Women, Bhimavaram ABSTRACT: The main objective of this project is to design a reconfigurable binary image processor to perform real-time binary image processing. The processor consists of a reconfigurable binary processing module, input and output image control units, and peripheral circuits. The reconfigurable binary processing module has a mixed-grained architecture with the characteristics of high efficiency and performance. The dynamic reconfiguration approach was used to increase the processor performance. Basic mathematical morphology operations and complicated algorithms can easily be implemented on it because of its simple structure. The processor, featured by high speed, simple structure, and wide application range, is suitable for binary image processing, such as object recognition, object tracking and motion detection, computer vision, identification, and authentication. Further this technique is enhanced to design a reconfigurable low power processor for image processing applications. In-order to implement this processor, line memories are selected for less power consumption. Line memories power is reduced by using clock gating technique. KEYWORDS: mixed-grained architecture, binary processing module, Reconfigurablility, Image processing, object recognition, object tracking. INTRODUCTION: BINARY IMAGE processing is extremely useful in various areas, such as object recognition, tracking, motion detection and machine intelligence [1]–[6], image analysis and understanding [7], [8], video processing [9], computer vision [10], [11], and identification and authentication systems [12]–[15]. Binary image processing has been commonly implemented using processors such as CPU or DSP. However, it is inefficient and difficult to use such processors for binary image processing [10], [11], [16]. High-speed implementation of binary image processing operations can be efficiently realized by using chips specialized for binary image processing. Therefore, binary image processing chips have attracted much attention in the field of image processing. Application-specific chips and hardware have been reportedfor various applications. A chip with a 500- dpi cellular-logic processing array was implemented to enhance and verify fingerprint images [17]. A pointing device using a specialized algorithm was presented for motion detection in [18] . Reconfigurable binary image processing chips have been designed to generalize the binary image applications of a chip. Chips were presented to perform basic binary morphological operations, such as dilation, erosion, opening, and closing [16], [20], [21]. Programmable analog vision processors based on the cellular neural or nonlinear network universal machine architecture were proposed for a wide range of applications such as motion analysis and texture classification Proceedings International Conference On Advances In Engineering And Technology ISBN NO: 978 - 1503304048 www.iaetsd.in International Association of Engineering & Technology for Skill Development 62
  • 2. Literature Survey: [1]. A. J. Lipton, H. Fujiyoshi, and R. S. Patil, “Moving target classification and tracking from real-time video,” in Proc. Workshop Appl. Comput. Vision, 1998, pp. 8–14. This paper describes an end-to-end method for extracting moving targets from a real-time video stream, classifying them into predefined categories according to image-based properties, and then robustly tracking them. Moving targets are detected using the pixel wise difference between consecutive image frames. A classification metric is applied these targets with a temporal consistency constraint to classify them into three categories: human, vehicle or background clutter. Drawbacks: Even though, Background subtraction takes place properly, this method is used for only object extraction for single image. [2]. M. R. Lyu, J. Song, and M. Cai, “A comprehensive method for multilingual video text detection, localization, and extraction,” IEEE Trans. Circuit Syst. Video Technol., vol. 15, no. 2, pp. 243– 255, Feb. 2005. This project deals in security applications. Any texture or image can be embedded in to any cover image. Hiding is the main criteria designed in this project. Drawbacks: This project is used for only images. But video security can’t be provided by using this project. [3]. W. Chan, J. Chang, T. Chen et al., “Efficient content analysis engine for visual surveillance network,” IEEE Trans. Circuits Syst. Video Technol., vol. 19, no. 5, pp. 693–703, May 2009. The algorithm incorporates a temporal data correlation predictor which can exhibit the correlation between data and reduce computation based on this correlation. Drawbacks: Only small scale images can be compresses and can’t be done for videos. [4]. R. Dominguez-Castro, S. Espejo, A. Rodriguez- Vazquez et al., “A 0.8-μm CMOS 2-D programmable mixed-signal focal-plane array processor with on- chip binary imaging and instructions storage,” IEEE J. Solid-State Circuits, vol. 32, no. 7, pp. 1013–1026, Jul. 1997. This project designs tiny a processor, which can be implemented in Cameras. This extra chip has the capability to increase image quality and can remove blurring effects also. Less area occupancy and low latency are the main advantages by using this project. Drawbacks: It can’t be implemented for shuttering images. Only single snap shot images can be processed through this chip. This project presents a binary image processor that consists of a reconfigurable binary processing module, including reconfigurable binary compute units and output control logic, input and output image control units, and peripheral circuits. The reconfigurable binary compute units are of a mixed grained architecture, which has the characteristics of high flexibility, efficiency, and performance. The performance of the processor is enhanced by using the dynamic reconfiguration approach. The processor is implemented to perform real time binary image processing. It is found that the processor can process pixel-level images and extract image features, such as boundary and motion images. Basic mathematical morphology operations and complicated algorithms can easily be implemented on it. The processor has the merit of high speed, simple structure, and wide application range. Proceedings International Conference On Advances In Engineering And Technology ISBN NO: 978 - 1503304048 www.iaetsd.in International Association of Engineering & Technology for Skill Development 63
  • 3. Fig1. Architecture of the binary image processor. The proposed processor is designed for applications in image or video processing, computer vision, machine intelligence, and identification and authentication systems. Such systems should have a high flexibility and high performance processor for wide applications; therefore, the processor design is focused on high flexibility and speed. Some of the conventional works are designed for specific applications and some have large areas and high power consumption. Then, a reconfigurable binary processing module with high speed and simple structure is implemented for wide use and consuming fewer hardware resources. The architecture of the proposed processor is shown in Fig. 1. The core of the processor is a reconfigurable binary processing module consisting of binary compute units and output control logic. The processor also has two bus interfaces, the input and output control logic units, the process control unit, and a configuration register group. RECONFIGURABLE BINARY PROCESSING MODULE: The diagram of the reconfigurable binary processing module (RBPM) is given in Fig. 2. It can be divided into two main parts. The first part is the output control logic, which selects the output from all the binary compute unit outputs according to the given parameters and converts the series data of 1-b binary images into parallel data. Fig2. Diagram of the reconfigurable binary processing module The second part consists of several binary compute units that perform binary logic and binary image operations at a high speed. The binary image algorithms are realized by the operations in the individual binary compute units and the connection pattern of these units. The units can execute binary image operations in a pipelined or parallel manner. The operation executed in a binary compute unit is decided by configurable registers, including logic operation parameters, image resolution parameters; mask sizes, input and output selection parameters, and auxiliary parameters. Proceedings International Conference On Advances In Engineering And Technology ISBN NO: 978 - 1503304048 www.iaetsd.in International Association of Engineering & Technology for Skill Development 64
  • 4. The binary compute element comprises two input control multiplexers, n binary logic elements, a binary reduction element, and a binary median filter. The input control multiplexer selects input data for the binary logic element from the line memories, the SDRAM, and the parameters in the register group. When a video image is processed, line memories are needed to buffer image signals before they are input to binary logic elements. Line memory structure is changed to the following structure. Line memory address generator circuit: Existing: Proposed: In proposed ring counter, power can be halved by inserting SR control circuitry. REFERENCES: [1] Q. Huang, Z. Liu, A. Rosenberg, D. Gibbon, and B. Shahraray, “Automated generation of news content hierarchy by integrating audio, video, and text information,” in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., vol. 6, 1999, pp. 3025–3028. [2] W. Qi, L. Gu, H. Jiang, X.-R. Chen, and H.-J. Zhang, “Integrating visual, audio and text analysis for news video,” in Proc. Int. Conf. Image Process., vol. 3, 2000, pp. 520–523. [3] M. R. Lyu, E. Yau, and K. S. Sze, “A multilingual, multimodal digital video library system,” in Proc. Joint Conf. Digital Libraries, Portland,OR, Jul. 2002, pp. 145–153. [4] R. Lienhart, “Automatic text recognition for video indexing,” in Proc. ACM Multimedia, Boston, MA, Nov. 1996, pp. 11–20. [5] S. Sato and T. Kanade, “NAME-IT: Association of face and name in video,” in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., San Juan, Puerto Rico, Jun. 1997, pp. 368–373. [6] A. Jian and S. Bhattacharjee, “Text segmentation using gabor filters for automatic document processing,” Machine Vis. Applicat., vol. 5, pp. 169– 184, 1992. [7] V. Wu, R. Manmatha, and E. M. Riseman, “Textfinder: An automatic system to detect and recognize text in images,” IEEE Trans. Pattern Anal. Mach. Intell., vol. 21, no. 11, pp. 1224–1229, Nov. 1999. [8] H. Li, D. Doermann, and O. Kia, “Automatic text detection and tracking in digital video,” IEEE Trans. Image Process., vol. 9, no. 1, pp. 147–156, Jan. 2000. [9] M. R. Lyu, J. Song, and M. Cai, “A comprehensive method for multilingual video text detection, localization, and extraction,” IEEE Trans. Circuit Syst. Video Technol., vol. 15, no. 2, pp. 243– 255, Feb. 2005. [10] W. Miao, Q. Lin, W. Zhang et al., “A programmable SIMD vision chip for real-time vision Proceedings International Conference On Advances In Engineering And Technology ISBN NO: 978 - 1503304048 www.iaetsd.in International Association of Engineering & Technology for Skill Development 65
  • 5. applications,” IEEE J. Solid-State Circuits, vol. 43, no. 6, pp. 1470–1479, Jun. 2008. [11] A. Lopich and P. Dudek, “A SIMD cellular processor array vision chip with asynchronous processing capabilities,” IEEE Trans. Circuits Syst. I, vol. 58, no. 10, pp. 2420–2431, Oct. 2011. [12] H. Yang and A. C. Kot, “Binary image authentication with tampering localization by embedding cryptographic signature and block identifier,” IEEE Signal Process. Lett., vol. 13, no. 12, pp. 741–744, Dec. 2006. [13] M. Wu and B. Liu, “Data hiding in binary image for authentication and annotation,” IEEE Trans. Multimedia, vol. 6, no. 4, pp. 528–538, Aug. 2004. [14] H. Yang, A. C. Kot, and S. Rahardja, “Orthogonal data embedding for binary images in morphological transform domain: A high-capacity approach,” IEEE Trans. Multimedia, vol. 10, no. 3, pp. 339–351, Apr. 2008. Proceedings International Conference On Advances In Engineering And Technology ISBN NO: 978 - 1503304048 www.iaetsd.in International Association of Engineering & Technology for Skill Development 66