haarcascade_mcs_eyepair_small.xml 401 KB

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  1. <?xml version="1.0"?>
  2. <!----------------------------------------------------------------------------
  3. 22x5 Eye pair detector computed with 7000 positive samples
  4. //////////////////////////////////////////////////////////////////////////
  5. | Contributors License Agreement
  6. | IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
  7. | By downloading, copying, installing or using the software you agree
  8. | to this license.
  9. | If you do not agree to this license, do not download, install,
  10. | copy or use the software.
  11. |
  12. | Copyright (c) 2006, Modesto Castrillon-Santana (IUSIANI, University of
  13. | Las Palmas de Gran Canaria, Spain).
  14. | All rights reserved.
  15. |
  16. | Redistribution and use in source and binary forms, with or without
  17. | modification, are permitted provided that the following conditions are
  18. | met:
  19. |
  20. | * Redistributions of source code must retain the above copyright
  21. | notice, this list of conditions and the following disclaimer.
  22. | * Redistributions in binary form must reproduce the above
  23. | copyright notice, this list of conditions and the following
  24. | disclaimer in the documentation and/or other materials provided
  25. | with the distribution.
  26. | * The name of Contributor may not used to endorse or promote products
  27. | derived from this software without specific prior written permission.
  28. |
  29. | THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
  30. | "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
  31. | LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
  32. | A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
  33. | CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
  34. | EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
  35. | PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
  36. | PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
  37. | LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
  38. | NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
  39. | SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. Back to
  40. | Top
  41. //////////////////////////////////////////////////////////////////////////
  42. RESEARCH USE:
  43. If you are using any of the detectors or involved ideas please cite one of these papers:
  44. @ARTICLE{Castrillon07-jvci,
  45. author = "Castrill\'on Santana, M. and D\'eniz Su\'arez, O. and Hern\'andez Tejera, M. and Guerra Artal, C.",
  46. title = "ENCARA2: Real-time Detection of Multiple Faces at Different Resolutions in Video Streams",
  47. journal = "Journal of Visual Communication and Image Representation",
  48. year = "2007",
  49. vol = "18",
  50. issue = "2",
  51. month = "April",
  52. pages = "130-140"
  53. }
  54. @INPROCEEDINGS{Castrillon07-swb,
  55. author = "Castrill\'on Santana, M. and D\'eniz Su\'arez, O. and Hern\'andez Sosa, D. and Lorenzo Navarro, J. ",
  56. title = "Using Incremental Principal Component Analysis to Learn a Gender Classifier Automatically",
  57. booktitle = "1st Spanish Workshop on Biometrics",
  58. year = "2007",
  59. month = "June",
  60. address = "Girona, Spain",
  61. file = F
  62. }
  63. A comparison of this and other face related classifiers can be found in:
  64. @InProceedings{Castrillon08a-visapp,
  65. 'athor = "Modesto Castrill\'on-Santana and O. D\'eniz-Su\'arez, L. Ant\'on-Canal\'{\i}s and J. Lorenzo-Navarro",
  66. title = "Face and Facial Feature Detection Evaluation"
  67. booktitle = "Third International Conference on Computer Vision Theory and Applications, VISAPP08"
  68. year = "2008",
  69. month = "January"
  70. }
  71. More information can be found at http://mozart.dis.ulpgc.es/Gias/modesto_eng.html or in the papers.
  72. COMMERCIAL USE:
  73. If you have any commercial interest in this work please contact
  74. mcastrillon@iusiani.ulpgc.es
  75. ------------------------------------------------------------------------>
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  1912. <left_val>-0.0831590816378593</left_val>
  1913. <right_val>0.3714585900306702</right_val></_></_>
  1914. <_>
  1915. <!-- tree 28 -->
  1916. <_>
  1917. <!-- root node -->
  1918. <feature>
  1919. <rects>
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  1924. <tilted>0</tilted></feature>
  1925. <threshold>-0.1586533933877945</threshold>
  1926. <left_val>0.5047429800033569</left_val>
  1927. <right_val>-0.0834626629948616</right_val></_></_>
  1928. <_>
  1929. <!-- tree 29 -->
  1930. <_>
  1931. <!-- root node -->
  1932. <feature>
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  1940. <tilted>0</tilted></feature>
  1941. <threshold>-0.0251513607800007</threshold>
  1942. <left_val>-0.4532653093338013</left_val>
  1943. <right_val>0.0780590176582336</right_val></_></_></trees>
  1944. <stage_threshold>-1.6187490224838257</stage_threshold>
  1945. <parent>5</parent>
  1946. <next>-1</next></_>
  1947. <_>
  1948. <!-- stage 7 -->
  1949. <trees>
  1950. <_>
  1951. <!-- tree 0 -->
  1952. <_>
  1953. <!-- root node -->
  1954. <feature>
  1955. <rects>
  1956. <_>
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  1959. 6 1 8 2 2.</_></rects>
  1960. <tilted>0</tilted></feature>
  1961. <threshold>0.1649594008922577</threshold>
  1962. <left_val>-0.6332700848579407</left_val>
  1963. <right_val>0.2166659981012344</right_val></_></_>
  1964. <_>
  1965. <!-- tree 1 -->
  1966. <_>
  1967. <!-- root node -->
  1968. <feature>
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  1971. 13 0 5 4 -1.</_>
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  1973. 13 1 5 2 2.</_></rects>
  1974. <tilted>0</tilted></feature>
  1975. <threshold>-0.0438757613301277</threshold>
  1976. <left_val>0.3239826858043671</left_val>
  1977. <right_val>-0.5365409255027771</right_val></_></_>
  1978. <_>
  1979. <!-- tree 2 -->
  1980. <_>
  1981. <!-- root node -->
  1982. <feature>
  1983. <rects>
  1984. <_>
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  1987. 0 4 3 1 2.</_></rects>
  1988. <tilted>0</tilted></feature>
  1989. <threshold>9.6001587808132172e-003</threshold>
  1990. <left_val>-0.5327348709106445</left_val>
  1991. <right_val>0.1838084012269974</right_val></_></_>
  1992. <_>
  1993. <!-- tree 3 -->
  1994. <_>
  1995. <!-- root node -->
  1996. <feature>
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  2001. 10 0 3 5 2.</_></rects>
  2002. <tilted>0</tilted></feature>
  2003. <threshold>0.0787055194377899</threshold>
  2004. <left_val>-0.3804650902748108</left_val>
  2005. <right_val>0.0857776030898094</right_val></_></_>
  2006. <_>
  2007. <!-- tree 4 -->
  2008. <_>
  2009. <!-- root node -->
  2010. <feature>
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  2015. 4 2 1 1 3.</_></rects>
  2016. <tilted>0</tilted></feature>
  2017. <threshold>-9.9123762920498848e-003</threshold>
  2018. <left_val>0.3097468018531799</left_val>
  2019. <right_val>-0.3024269938468933</right_val></_></_>
  2020. <_>
  2021. <!-- tree 5 -->
  2022. <_>
  2023. <!-- root node -->
  2024. <feature>
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  2031. <threshold>0.2142370939254761</threshold>
  2032. <left_val>-0.1307654976844788</left_val>
  2033. <right_val>0.1546590030193329</right_val></_></_>
  2034. <_>
  2035. <!-- tree 6 -->
  2036. <_>
  2037. <!-- root node -->
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  2045. <threshold>0.0385532900691032</threshold>
  2046. <left_val>-0.4112997949123383</left_val>
  2047. <right_val>0.2216213941574097</right_val></_></_>
  2048. <_>
  2049. <!-- tree 7 -->
  2050. <_>
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  2055. 21 2 1 2 -1.</_>
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  2059. <threshold>2.4947660858742893e-004</threshold>
  2060. <left_val>-0.3958852887153626</left_val>
  2061. <right_val>0.1867167949676514</right_val></_></_>
  2062. <_>
  2063. <!-- tree 8 -->
  2064. <_>
  2065. <!-- root node -->
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  2073. <threshold>-2.3194089590106159e-004</threshold>
  2074. <left_val>0.2296389937400818</left_val>
  2075. <right_val>-0.2885102033615112</right_val></_></_>
  2076. <_>
  2077. <!-- tree 9 -->
  2078. <_>
  2079. <!-- root node -->
  2080. <feature>
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  2087. <threshold>0.0102821402251720</threshold>
  2088. <left_val>0.0711410716176033</left_val>
  2089. <right_val>-0.7497838139533997</right_val></_></_>
  2090. <_>
  2091. <!-- tree 10 -->
  2092. <_>
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  2095. <rects>
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  2097. 0 2 5 2 -1.</_>
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  2100. <tilted>0</tilted></feature>
  2101. <threshold>0.0198998004198074</threshold>
  2102. <left_val>-0.3733910024166107</left_val>
  2103. <right_val>0.1427987068891525</right_val></_></_>
  2104. <_>
  2105. <!-- tree 11 -->
  2106. <_>
  2107. <!-- root node -->
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  2118. <left_val>0.0707562267780304</left_val>
  2119. <right_val>-0.6638950705528259</right_val></_></_>
  2120. <_>
  2121. <!-- tree 12 -->
  2122. <_>
  2123. <!-- root node -->
  2124. <feature>
  2125. <rects>
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  2130. <tilted>0</tilted></feature>
  2131. <threshold>0.0393848381936550</threshold>
  2132. <left_val>-0.2262676954269409</left_val>
  2133. <right_val>0.2464784979820252</right_val></_></_>
  2134. <_>
  2135. <!-- tree 13 -->
  2136. <_>
  2137. <!-- root node -->
  2138. <feature>
  2139. <rects>
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  2144. <tilted>0</tilted></feature>
  2145. <threshold>0.0109996302053332</threshold>
  2146. <left_val>-0.2625407874584198</left_val>
  2147. <right_val>0.1163086965680122</right_val></_></_>
  2148. <_>
  2149. <!-- tree 14 -->
  2150. <_>
  2151. <!-- root node -->
  2152. <feature>
  2153. <rects>
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  2155. 6 0 10 2 -1.</_>
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  2157. 6 0 5 1 2.</_>
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  2159. 11 1 5 1 2.</_></rects>
  2160. <tilted>0</tilted></feature>
  2161. <threshold>-0.0518086813390255</threshold>
  2162. <left_val>-0.5961403250694275</left_val>
  2163. <right_val>0.0859828814864159</right_val></_></_>
  2164. <_>
  2165. <!-- tree 15 -->
  2166. <_>
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  2171. 16 0 5 3 -1.</_>
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  2175. <threshold>-0.0737882182002068</threshold>
  2176. <left_val>0.2593846023082733</left_val>
  2177. <right_val>-0.1041978970170021</right_val></_></_>
  2178. <_>
  2179. <!-- tree 16 -->
  2180. <_>
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  2182. <feature>
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  2189. <threshold>0.0469907410442829</threshold>
  2190. <left_val>-0.1350554972887039</left_val>
  2191. <right_val>0.4308831989765167</right_val></_></_>
  2192. <_>
  2193. <!-- tree 17 -->
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  2203. <threshold>-9.7187450155615807e-003</threshold>
  2204. <left_val>-0.6842281222343445</left_val>
  2205. <right_val>0.1098759025335312</right_val></_></_>
  2206. <_>
  2207. <!-- tree 18 -->
  2208. <_>
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  2213. 0 2 2 3 -1.</_>
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  2217. <threshold>-3.5397530882619321e-004</threshold>
  2218. <left_val>0.1443437933921814</left_val>
  2219. <right_val>-0.3249225914478302</right_val></_></_>
  2220. <_>
  2221. <!-- tree 19 -->
  2222. <_>
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  2224. <feature>
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  2230. <tilted>0</tilted></feature>
  2231. <threshold>0.0142436400055885</threshold>
  2232. <left_val>0.0255800206214190</left_val>
  2233. <right_val>-0.7005106210708618</right_val></_></_>
  2234. <_>
  2235. <!-- tree 20 -->
  2236. <_>
  2237. <!-- root node -->
  2238. <feature>
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  2240. <_>
  2241. 9 1 4 4 -1.</_>
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  2245. <threshold>-0.1305900961160660</threshold>
  2246. <left_val>0.4823197126388550</left_val>
  2247. <right_val>-0.0978557989001274</right_val></_></_>
  2248. <_>
  2249. <!-- tree 21 -->
  2250. <_>
  2251. <!-- root node -->
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  2255. 16 4 3 1 -1.</_>
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  2259. <threshold>-0.0177217200398445</threshold>
  2260. <left_val>-0.7623056173324585</left_val>
  2261. <right_val>0.0316688083112240</right_val></_></_>
  2262. <_>
  2263. <!-- tree 22 -->
  2264. <_>
  2265. <!-- root node -->
  2266. <feature>
  2267. <rects>
  2268. <_>
  2269. 3 4 3 1 -1.</_>
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  2271. 4 4 1 1 3.</_></rects>
  2272. <tilted>0</tilted></feature>
  2273. <threshold>-9.2830806970596313e-003</threshold>
  2274. <left_val>-0.5619375705718994</left_val>
  2275. <right_val>0.0765757337212563</right_val></_></_>
  2276. <_>
  2277. <!-- tree 23 -->
  2278. <_>
  2279. <!-- root node -->
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  2283. 12 0 2 1 -1.</_>
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  2287. <threshold>2.4865049635991454e-004</threshold>
  2288. <left_val>-0.4124997854232788</left_val>
  2289. <right_val>0.1330009996891022</right_val></_></_>
  2290. <_>
  2291. <!-- tree 24 -->
  2292. <_>
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  2297. 4 4 3 1 -1.</_>
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  2300. <tilted>0</tilted></feature>
  2301. <threshold>-0.0147960502654314</threshold>
  2302. <left_val>-0.6981794238090515</left_val>
  2303. <right_val>0.0525363907217979</right_val></_></_>
  2304. <_>
  2305. <!-- tree 25 -->
  2306. <_>
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  2314. <tilted>0</tilted></feature>
  2315. <threshold>0.1445972025394440</threshold>
  2316. <left_val>8.0330166965723038e-003</left_val>
  2317. <right_val>-0.8675752878189087</right_val></_></_>
  2318. <_>
  2319. <!-- tree 26 -->
  2320. <_>
  2321. <!-- root node -->
  2322. <feature>
  2323. <rects>
  2324. <_>
  2325. 4 3 5 2 -1.</_>
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  2328. <tilted>0</tilted></feature>
  2329. <threshold>0.0157956108450890</threshold>
  2330. <left_val>-0.2927311062812805</left_val>
  2331. <right_val>0.1363624930381775</right_val></_></_>
  2332. <_>
  2333. <!-- tree 27 -->
  2334. <_>
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  2343. <threshold>0.0131048103794456</threshold>
  2344. <left_val>-0.2231092005968094</left_val>
  2345. <right_val>0.5772743821144104</right_val></_></_>
  2346. <_>
  2347. <!-- tree 28 -->
  2348. <_>
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  2357. <threshold>0.2230173945426941</threshold>
  2358. <left_val>-0.0933012813329697</left_val>
  2359. <right_val>0.4945294857025147</right_val></_></_>
  2360. <_>
  2361. <!-- tree 29 -->
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  2372. <left_val>-0.5187855958938599</left_val>
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  2374. <_>
  2375. <!-- tree 30 -->
  2376. <_>
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  2385. <threshold>-0.0459476113319397</threshold>
  2386. <left_val>-0.6596763730049133</left_val>
  2387. <right_val>0.0588447116315365</right_val></_></_>
  2388. <_>
  2389. <!-- tree 31 -->
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  2402. <left_val>0.2622630894184113</left_val>
  2403. <right_val>-0.1861764937639237</right_val></_></_>
  2404. <_>
  2405. <!-- tree 32 -->
  2406. <_>
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  2418. <stage_threshold>-1.6774560213088989</stage_threshold>
  2419. <parent>6</parent>
  2420. <next>-1</next></_>
  2421. <_>
  2422. <!-- stage 8 -->
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  2438. <_>
  2439. <!-- tree 1 -->
  2440. <_>
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  2452. <_>
  2453. <!-- tree 2 -->
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  2466. <_>
  2467. <!-- tree 3 -->
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  2480. <_>
  2481. <!-- tree 4 -->
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  2496. <_>
  2497. <!-- tree 5 -->
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