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<HEAD><TITLE>CS 664: Problem Set 1</TITLE></HEAD><BODY><h1> CS 664: Problem Set 1 : Stochastic Stereo Vision </h1>A postscript copy of the <a href="ps1/ps1.ps">assignment</a>.<p> IMPORTANT: for problem 6, you should look at the postscript of thehandout, and not the photocopied handouts in class, since the imageswere blackened out by the photocopying process. <dt><b>Test Images.</b> You should make your own test images, in addition to the ones here. The problem set is finalized, you need only submit the results for these two images below. <dd> <ul><li><a href="ps1/lrand.pgm">left</a> and <ahref="ps1/rrand.pgm">right</a> random dot stereogram, as seen in Fig.1of assignment.<li><a href="ps1/ltree.pgm">left</a> and <ahref="ps1/rtree.pgm">right</a> images from a stereo camera. Youshould submit the results starting from a zeroed disparity map andusing this <a href="ps1/dtree.psm">starting map</a>(If you are using alinux or NT on an IBM, you should use this <ahref="ps1/dtree-linux.psm">big-endian short image</a>). (The mapwas generated using a simple windowing sum of squared differencesmethod). Be sure to use a value of Delta = 10 , otherwise thisdisparity map will have the wrong size.</UL><h3>Using the ADT image libraries</h3> The following versions of the library are available<ul><li> SunOS<ul> <li>available on the cs dept machines as ~robotlab/new/lib/libadt.a, with the appropriate header files in ~robotlab/new/include/adt/ . <b>DO NOT use -DSVR4 on your command line</b>.<li>Sunlab: located in ~jmiller/664/libadt.a, with header files in ~jmiller/664/include. <li>Other locations: <a href="ps1/libadt.a">library</a> and <a href="ps1/adt-include.tgz">header files</a>.</ul><li> Solaris<ul><li>available on the cs dept machines as~robotlab/new/lib/libadt-svr4.a, with the appropriate header files in~robotlab/new/include/adt/ , <b>be sure to include -DSVR4 on your commandline</b>.<li>Sunlab: you won't need the Solaris version.<li>Other locations: <a href="ps1/libadt-svr4.a">library</a> and <a href="ps1/adt-include.tgz">header files</a>.</ul><li>Linux: Here is the (ELF) <a href="ps1/libadt-linux.a">library</a>and a tarfile containing the <a href="ps1/includes.tgz">header files</a>.<li> <a href="http://www.tc.cornell.edu/~ckline/lib-adt-aix3.2.5.tar.gz">AIX 3.2.5</a> (thanks to Christoper Kline), here is a <a href="ps1/ckline.txt">copy</a> of the email he sent me.<li>Windows NT: I've changed my mind, the chances of easily gettingVisual C++ code to compile with another compiler is minimal. If youwant to use gcc then maybe we can talk, debates tojmiller@cs.cornell.edu.</ul><h3>Problem Set 1: MINI-FAQ</h3><UL> <li> <em>If the maximum absolute value of disparity is 8, then thedisparity image should lose only 4 pixels on each side (because of theCyclopean model), not 8 as mentioned in the HW assignment. This wouldyield a disparity image that is 632x480.</em> <br> Yes, I mixed this one up. It should only be 4 pixels on each side,when using the cyclopean model. If you correct the mistake, be sureto double the Delta constant to 20 when using the tree images, so thatthe disparity map I gave you will be the right size.<li><em> What is the termination condition?</em><br>When the average of the demon energy is near zero. The demonenergy can temporarily be zero, but the average will not be zerounless the system is near equilibrium. Since the average is nearzero, the standard deviation has to be near zero and therefore theration of the two is nearly 1 (see equation 10 in Barnard Paper).The termination condition is NOT zero energy for the system, anyinteresting answer should have non-zero energy.<li><em> How can I make my own test images? </em> <br>Answer 1: write a program to generate the images. Answer 2:generate them in matlab, there are a set of matlab .m files in~jmiller/prog/matlab/robotlab, read the documentation. A simple image is:<tt><pre>A = rand([40 40]); %backgroundB = rand([20 20]); %moving objectC = A; D = A; %copy backgroundC(11:30,11:30) = B; %copy forgroundD(13:32,11:30) = B; %copy forground shift by 2imSaveF('IMAGE_GRAY',C*255,'left.pgm'); %save images, note we multiplyimSaveF('IMAGE_GRAY',D*255,'right.pgm'); % by 255 since gray images have % values 0..255 and rand generates % values in 0..1 range</pre></tt><li><em> What does ergodic mean? </em> <br>A good <a href="ps1/ergodic.txt">answer</a> to this was recently posted to sci.image.processing. <li> <em> What are areas have optimization techniques been applied to?</em> <br><pre>image restoration and reconstruction [Grimson 1981; Terzopoulos 1983a;Geman and Geman 1984; Leclerc 1989; Hung et al. 1991]shape from shading [Ikeuchi and horn 1981]stereo, motion and optical flow [Ullman 1979a; Horn and Schunck 1981'Hildreth 1984; Murray and Buxton 1987; Barnard Jain 1987]texture [Hassner and Slansky 1980; Kashyap et al. 1982; Cross and Kain1983]edge detection [Torre and Poggio 1986; Tan et al. 1992],image segmentation [Silverman and Cooper 1988; Li 1990a],perceptual grouping [Lowe 1985; Mohan and Nevatia 1989;Herault and Horaud 1993], interpretation of line drawings [Leclerc andFischler 1992], object matching and recognition [Fischler and Elschlager 1973; Davis1979; Shapiro and Haralick 1981; Bhanu and Faugeras 1984 ; Ben-Arieand Meiri 1987 ; Modestino and Zhang 1989 ; nasrabadi et al. 1990 ;Wells III 1991 ; Friedland and Rosenfeld 1992 ; Li 1992a ; Li 1994a]pose estimation [Haralick et al. 1989]</pre></UL>⌨️ 快捷键说明
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