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However, with simpler edge detection techniques like the Cafforio method [10], the result is completely filled with noise Moreover, we believe that our DFC technique can be used to generate association rules for mining abnormal mammograms This will be left to our future research work Finally, we are currently involved in developing global measures for measuring the coherence of our DFC method in comparison with the other techniques such as Canny or Gabor GEF filters This will enable us quantitatively to determine the quality of the developed technique We aim, in this area, to benefit from the experience of other researchers such as Mike Brady (http://wwwrobotsoxacuk/ mvl/)..



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7!launch: 00401060 mov 00401064 sub 00401067 push 00401068 lea 0040106c push 0040106d call 00401072 lea 00401076 push 0040107b push eax,[esp+0x4] esp,0x64 eax ecx,[esp+0x4] ecx 7!strcpy (00401180) edx,[esp+0x8] 0x408128 edx

(5.32)

7





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[1] Shiffman, S Rubin, G and Napel, S Medical Image Segmentation using Analysis of Isolable-Contour Maps, IEEE Transactions on Medical Imaging, 19(11), pp 1064 1074, 2000 [2] Horn, B K P Robot Vision, MIT Press, Cambridge, MA, USA, 1986 [3] Pal, N and Pal, S A Review on Image Segmentation Techniques, Pattern Recognition, 26, pp 1277 1294, 1993 [4] Batchelor, B and Waltz, F Interactive Image Processing for Machine Vision, Springer Verlag, New York, 1993 [5] Gonzalez, R and Woods, R Digital Image Processing, 2nd Edition, Addison-Wesley, 2002 [6] Parker, J R Algorithms for Image Processing and Computer Vision, Wiley Computer Publishing, 1997 [7] Canny, J A Computational Approach to Edge Detection, IEEE Transactions on PAMI, 8(6), pp 679 698, 1986 [8] Elvins, T T Survey of Algorithms for Volume Visualization, Computer Graphics, 26(3), pp 194 201, 1992 [9] Mohammed, S, Yang, L and Fiaidhi, J.

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where M is the number of sensor nodes that send samples of the observed point source. M nodes are chosen among the nodes in the network to represent the point source and, hence, are referred to as representative nodes. Consequently, the distortion achieved by this estimation is given by [2] Dp ( , f, M) = E (S( ) S( , f, M))2 (5.33)

0040107c 00401081 00401085 00401086 0040108b 0040108e call lea push call add ret 7!strcat (00401190) eax,[esp+0x10] eax 7!system (004010e7) esp,0x78

where the subscript p denotes the point source. Using (5.24), (5.25), (5.28), (5.31), and (5.32), (5.33) can be expressed as

A Dynamic Fuzzy Classifier for Detecting Abnormalities in Mammograms, The 1st Canadian Conference on Computer and Robot Vision CRV2004, May 17 19, 2004, University of Western Ontario, Ontario, Canada, 2004 [10] Cafforio, C, di Sciascio, E, Guaragnella, C and Piscitelli, G A Simple and Effective Edge Detector Proceedings of ICIAP 97, in Del Bimbo, A (Ed), Lecture Notes on Computer Science, 1310, pp 134 141 1997 [11] Hingham, R P, Brady, J M et al A quantitative feature to aid diagnosis in mammography Third International Workshop on Digital Mammography, Chicago, June 1996 [12] Costa, L F and Cesar, R M Junior, Shape Analysis And Classification: Theory And Practice, CRC Press, 2000 [13] Liang, L R and Looney, C G Competitive Fuzzy Edge Detection , International Journal of Applied Soft Computing, 3(2), pp 123 137, 2003 [14] Looney, C G.

Before dealing with the specifics of the overflow bug in this code, let s try to figure out the basics of this function. The function was defined with the cdecl calling convention, so the parameters are unwound by the caller. This means that the RET instruction can t be used for determining how many parameters the function takes. Let s try to figure out the stack layout in this function. Start by reading a parameter from [esp+0x4], and then subtract ESP by 100 bytes, to make room for local variables. If you go to the end of the function, you ll see the code that moves ESP back to where it was when I first entered the function. This is the add esp, 0x78, but why is it adding 120 bytes instead of 100 If you look at the function, you ll see three function calls to strcpy, strcat, and system. If you look inside those functions, you ll see that they are all cdecl functions (as are all C runtime library functions), and, as already mentioned, in cdecl functions the caller is responsible for unwinding the parameters from the stack. In this function, instead of adding an add esp, NumberOfBytes after each call, the compiler has chosen to optimize the unwinding process by simply unwinding the parameters from all three function calls at once. This approach makes for a slightly less reverser-friendly function because every time the stack is accessed through ESP, you have to try to figure out where ESP is pointing to for each instruction. Of course, this problem only exists when you re studying a static disassembly in a live debugger, you can always just look at the value of ESP at any given moment.

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