Skip to main content

A Scalable Bandwidth-Aware Architecture for Connected Component Labeling

  • Conference paper
  • First Online:

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 105))

Abstract

This chapter discusses the design and implementation of a streaming-based Connected Component Labeling architecture. The architecture implements a scalable processor, which can be tuned to match the available I/O bandwidth on the computing platform that hosts the hardware. In addition, the chapter presents the hardware performance measurements when implemented on an FPGA platform.

The work presented in this chapter is an extended version of [1], with more focus on the internal design of the Sliced Connected Component Labeling architecture, including a discussion on how the Association FIFO and Coalescing Unit are updated and a description of the CL RAM and Global RAM, which can be found in Sect. 8.5.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  1. Kumar VS, Irick K, Al Maashri A , Narayanan VK (2010) A Scalable bandwidth aware architecture for connected component labeling, Proceeding ISVLSI

    Google Scholar 

  2. Rosenfeld A, Pfaltz J (1966) Sequential operations in digital picture processing. J ACM 13(4):471–494

    Article  MATH  Google Scholar 

  3. Bailey DG (1991) Raster based region growing. In: Proceedings of the 6th New Zealand image processing workshop, Lower Hutt, New Zealand, August , pp 21–26

    Google Scholar 

  4. Ashley R, Ranganathan N (1997) C3L: A chip for connected component labeling. In: the Proceedings of the 10th international conference on VLSI design: VLSI in Multimedia Applications, p 446. 4–7 Jan

    Google Scholar 

  5. Alnuweiti HM, Prasanna VK (1992) Parallel architectures and algorithms for image component labeling. IEEE Trans Pattern Anal Machine Intell 14(10):1014–1034

    Article  Google Scholar 

  6. Crookes D, Benkrid K (1999) An FPGA implementation of image component labeling. In: Reconfigurable technology: FPGAs for computing and applications, SPIE 3844:17–23. Aug

    Google Scholar 

  7. Bailey DG, Johnston CT (2007) Single pass connected components analysis. In: Image and vision computing, New Zealand, Hamilton, New Zealand, pp 282–287. 6, 7 Dec

    Google Scholar 

  8. Johnston CT, Bailey DG (2008) FPGA implementation of a single pass connected components algorithm, In: IEEE international symposium on electronic design, test and applications (DELTA 2008), Hong Kong, pp 228–231. 23–25 Jan

    Google Scholar 

  9. Jablonski M, Gorgon M (2004) Handel-C implementation of classical component labeling algorithm. In: Euromicro Symposium on Digital System Design (DSD 2004), Rennes, France, 387–393 (31 August-3 September 2004)

    Google Scholar 

  10. Appiah K, Hunter A, Dickinson P, Owens J (2008) A run-length based connected component algorithm for FPGA implementation. In: International Conference on Field-Programmable Technology, Taipei, Taiwan. 7–10th Dec

    Google Scholar 

Download references

Acknowledgments

This work was supported in part by NSF awards #0702617 & #0916887, and a scholarship funding from the Government of the Sultanate of Oman.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Vijaykrishnan Narayanan .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer Science+Business Media B.V.

About this paper

Cite this paper

Kumar, V.S., Irick, K., Maashri, A.A., Narayanan, V. (2011). A Scalable Bandwidth-Aware Architecture for Connected Component Labeling. In: Voros, N., Mukherjee, A., Sklavos, N., Masselos, K., Huebner, M. (eds) VLSI 2010 Annual Symposium. Lecture Notes in Electrical Engineering, vol 105. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-1488-5_8

Download citation

  • DOI: https://doi.org/10.1007/978-94-007-1488-5_8

  • Published:

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-94-007-1487-8

  • Online ISBN: 978-94-007-1488-5

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics