Mehran University Research Journal Of Engineering &
Technology (HEC Recognized In Category "X")
Publishing Since 1982.



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Design and Co-Simulation of Depth Estimation Using Simulink HDL Coder and Modelsim

Keywords: Depth Estimation, Shape From Focus, Hardware Description Language Coder, Field Programmable Gate Arrays.

Mehran University Research Journal of Engineering & Technology

Volume 35 ,  Issue 3

FARIDA   MEMON , AAMIR HUSSAIN MEMON   , SHAHNAWAZ TALPUR   , FAYAZ AHMED MEMON   , RAFIA NAZ MEMON   ,

References
1. Subbarao, M., and Choi, T., "A New Method for Shape from Focus", Proceedings of SPIE Conference, Volume 2064, September, 1993
2. "Simulink HDL Coder 1.5 User's Guide", The Math Works, Inc. 2014.
3. Heo, S.W., Sung, H.K., and Lee, D., "Simulink Model Based Design and FPGA Implementation of Multi-Channel DTV Transmitter", International Journal of Control and Automation, Volume 6, No. 5, pp. 353- 360, 2013.
4. Smith, P., Prabhu, S., and Friedman, J., "Best Practices for Establishing a Model-Base Design Culture", Mathworks Inc., 2007.
5. Thelen, A., Frey, S., Hirsch, S., and Hering, P., "Improvements in Shape-from-Focus for Holographic Reconstructions with Regard to Focus Operators, Neighborhood-Size, and Height Value Interpolation", IEEE Transactions on Image Processing, Volume 18, pp. 151-157, 2009.
6. Mahmood, M.T., and Choi, T.S., "Nonlinear Approach for Enhancement of Image Focus Volume in Shape from Focus", IEEE Transactions on Image Processing, Volume 21, pp. 2866-2873, 2012.
7. Muhammad, M., and Choi, T.S., "Sampling for Shape from Focus in Optical Microscopy", IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 34, pp.564-573, 2012
8. Shim, S.O., and Choi, T.S., "A Novel Iterative Shape from Focus Algorithm Based on Combinatorial Optimization", Pattern Recognition, Volume 43, pp.3338-3347, 2010.
9. Ahmad, M., and Choi, T.S., "A Heuristic Approach for Finding Best Focused Shape", IEEE Transactions on Circuits and Systems for Video Technology, Volume 15,pp. 566-574, 2005.
10. Asif , M., and Choi, T.S., "Shape from Focus using Multilayer Feed forward Neural Networks", IEEE Transactions on Image Processing, Volume 10, pp. 1670- 1675, 2001.
11. Subbarao, M., and Choi, T.S., "Accurate Recovery of Three Dimensional Shape from Image Focus", IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 17, pp. 266-274, March, 1995.
12. Favaro, P., Soatto, S., Burger, M., and Osher, S., "Shape from Defocus via Diffusion", IEEE Transaction on Pattern Analysis and Machine Intelligence, pp. 518-531, 2008.
13. Zhang, Y., Zhang, Y., and Wen, C., "A New Focus Measure Method using Moments", Image Vision Computing, Volume 18, pp. 959-965, 2000.
14. Kubota, A., and Aizawa, K., "Reconstructing Arbitrarily Focused Images from Two Differently Focused Images using Linear Filters", IEEE Transaction on Image Processing, Volume 14, pp. 1848-1859, 2005
15. Baina, J., and Dublet, J., "Automatic Focus and Iris Control for Video Cameras", Proceeding of 5th International Conference on Image Processing and its Applications, pp. 232-235, Edinbergh, UK, 4-6 July, 1995.
16. Krotkov, E.P., "Focusing", International Journal of Computer Vision, pp. 223-237, 1987.
17. Xu, X., Wang, Y., Tang, J., Zhang, X., and Liu, X.,"Robust Automatic Focus Algorithm for Low Contrast Images using a New Contrast Measure", pp. 8281-8294, Sensors. 2011.
18. Wee, C., and Paramesran, R., "Measure of Image Sharpness Using Eigenvalues", Information Society, pp. 2533-2552, 2007.
19. Subbarao, M., Choi, T., and Nikzad, A., "Focusing Techniques", Journal of Optical Engineering, Volume 32, pp. 2824-2836, 1993.
20. Tenenbaum, J., "Accommodation in Computer Vision", Ph.D. Thesis, Stanford University, Stanford, CA, USA, October, 1970.
21. Pertuz, S., "Analysis of Focus Measure Operators for Shape-from-Focus", Pattern Recognition, pp. 1415- 1432, Elsevier, 2013.
22. Nayyar, S.K., and Nakagawa Y., "Shape from Focus: An Effective Approach for Rough Surfaces", Proceedings of IEEE International Conference on Robotics and Automation, Volume 2, pp. 218-225, 1990.
23. Lertrusdachakul, I., Fougerolle, Y., and Laligant O., "A Novel 3D Reconstruction Approach by Dynamic (de) Focused Light" , Proceedings of SPIE Conference, Volume 7538, 2010.
24. Ens, J., and Lawrence, P., "An Investigation of Methods for Determining Depth from Focus", IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 15, No. 2, pp. 97-108, 1993.
25. Johnston, C.T., Gribbon, K. T., and Bailey, D. G., "Implementing Image Processing Algorithms on FPGAs",Proceedings of 11th Conference on Electronics, pp. 118- 123, Palmerston North, New Zealand, November, 2004.
26. Beveridge, J.R., Bohm, A.P.W, and Ross, C., "Accelerated Image Processing on FPGAs", IEEE Transactions on Image Processing, Volume 12, No. 12, pp. 1543-1551, December, 2003.
27. "Simulink HDL Coder", MathWorks, Inc. Available at: http://www.mathworks.in/help/pdf_doc/hdlcoder/ hdlcoder_ug.pdf.