14_ROIs.svg 94 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405
  1. <?xml version="1.0" encoding="utf-8" standalone="no"?>
  2. <!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
  3. "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
  4. <!-- Created with matplotlib (https://matplotlib.org/) -->
  5. <svg height="345.6pt" version="1.1" viewBox="0 0 460.8 345.6" width="460.8pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
  6. <metadata>
  7. <rdf:RDF xmlns:cc="http://creativecommons.org/ns#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
  8. <cc:Work>
  9. <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
  10. <dc:date>2021-05-05T20:21:19.193586</dc:date>
  11. <dc:format>image/svg+xml</dc:format>
  12. <dc:creator>
  13. <cc:Agent>
  14. <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>
  15. </cc:Agent>
  16. </dc:creator>
  17. </cc:Work>
  18. </rdf:RDF>
  19. </metadata>
  20. <defs>
  21. <style type="text/css">*{stroke-linecap:butt;stroke-linejoin:round;}</style>
  22. </defs>
  23. <g id="figure_1">
  24. <g id="patch_1">
  25. <path d="M 0 345.6
  26. L 460.8 345.6
  27. L 460.8 0
  28. L 0 0
  29. z
  30. " style="fill:#ffffff;"/>
  31. </g>
  32. <g id="axes_1">
  33. <g id="patch_2">
  34. <path d="M 103.104 307.584
  35. L 369.216 307.584
  36. L 369.216 41.472
  37. L 103.104 41.472
  38. z
  39. " style="fill:#ffffff;"/>
  40. </g>
  41. <g clip-path="url(#pb49dd60a38)">
  42. <image height="266.4" id="imagee045c14689" transform="scale(1 -1)translate(0 -266.4)" width="266.4" x="103" xlink:href="data:image/png;base64,
  43. 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" y="-41.2"/>
  44. </g>
  45. <g id="matplotlib.axis_1">
  46. <g id="xtick_1">
  47. <g id="line2d_1">
  48. <defs>
  49. <path d="M 0 0
  50. L 0 3.5
  51. " id="mf2ba65eeac" style="stroke:#000000;stroke-width:0.8;"/>
  52. </defs>
  53. <g>
  54. <use style="stroke:#000000;stroke-width:0.8;" x="103.363875" xlink:href="#mf2ba65eeac" y="307.584"/>
  55. </g>
  56. </g>
  57. <g id="text_1">
  58. <!-- 0 -->
  59. <g transform="translate(100.182625 322.182437)scale(0.1 -0.1)">
  60. <defs>
  61. <path d="M 31.78125 66.40625
  62. Q 24.171875 66.40625 20.328125 58.90625
  63. Q 16.5 51.421875 16.5 36.375
  64. Q 16.5 21.390625 20.328125 13.890625
  65. Q 24.171875 6.390625 31.78125 6.390625
  66. Q 39.453125 6.390625 43.28125 13.890625
  67. Q 47.125 21.390625 47.125 36.375
  68. Q 47.125 51.421875 43.28125 58.90625
  69. Q 39.453125 66.40625 31.78125 66.40625
  70. z
  71. M 31.78125 74.21875
  72. Q 44.046875 74.21875 50.515625 64.515625
  73. Q 56.984375 54.828125 56.984375 36.375
  74. Q 56.984375 17.96875 50.515625 8.265625
  75. Q 44.046875 -1.421875 31.78125 -1.421875
  76. Q 19.53125 -1.421875 13.0625 8.265625
  77. Q 6.59375 17.96875 6.59375 36.375
  78. Q 6.59375 54.828125 13.0625 64.515625
  79. Q 19.53125 74.21875 31.78125 74.21875
  80. z
  81. " id="DejaVuSans-48"/>
  82. </defs>
  83. <use xlink:href="#DejaVuSans-48"/>
  84. </g>
  85. </g>
  86. </g>
  87. <g id="xtick_2">
  88. <g id="line2d_2">
  89. <g>
  90. <use style="stroke:#000000;stroke-width:0.8;" x="155.338875" xlink:href="#mf2ba65eeac" y="307.584"/>
  91. </g>
  92. </g>
  93. <g id="text_2">
  94. <!-- 100 -->
  95. <g transform="translate(145.795125 322.182437)scale(0.1 -0.1)">
  96. <defs>
  97. <path d="M 12.40625 8.296875
  98. L 28.515625 8.296875
  99. L 28.515625 63.921875
  100. L 10.984375 60.40625
  101. L 10.984375 69.390625
  102. L 28.421875 72.90625
  103. L 38.28125 72.90625
  104. L 38.28125 8.296875
  105. L 54.390625 8.296875
  106. L 54.390625 0
  107. L 12.40625 0
  108. z
  109. " id="DejaVuSans-49"/>
  110. </defs>
  111. <use xlink:href="#DejaVuSans-49"/>
  112. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  113. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  114. </g>
  115. </g>
  116. </g>
  117. <g id="xtick_3">
  118. <g id="line2d_3">
  119. <g>
  120. <use style="stroke:#000000;stroke-width:0.8;" x="207.313875" xlink:href="#mf2ba65eeac" y="307.584"/>
  121. </g>
  122. </g>
  123. <g id="text_3">
  124. <!-- 200 -->
  125. <g transform="translate(197.770125 322.182437)scale(0.1 -0.1)">
  126. <defs>
  127. <path d="M 19.1875 8.296875
  128. L 53.609375 8.296875
  129. L 53.609375 0
  130. L 7.328125 0
  131. L 7.328125 8.296875
  132. Q 12.9375 14.109375 22.625 23.890625
  133. Q 32.328125 33.6875 34.8125 36.53125
  134. Q 39.546875 41.84375 41.421875 45.53125
  135. Q 43.3125 49.21875 43.3125 52.78125
  136. Q 43.3125 58.59375 39.234375 62.25
  137. Q 35.15625 65.921875 28.609375 65.921875
  138. Q 23.96875 65.921875 18.8125 64.3125
  139. Q 13.671875 62.703125 7.8125 59.421875
  140. L 7.8125 69.390625
  141. Q 13.765625 71.78125 18.9375 73
  142. Q 24.125 74.21875 28.421875 74.21875
  143. Q 39.75 74.21875 46.484375 68.546875
  144. Q 53.21875 62.890625 53.21875 53.421875
  145. Q 53.21875 48.921875 51.53125 44.890625
  146. Q 49.859375 40.875 45.40625 35.40625
  147. Q 44.1875 33.984375 37.640625 27.21875
  148. Q 31.109375 20.453125 19.1875 8.296875
  149. z
  150. " id="DejaVuSans-50"/>
  151. </defs>
  152. <use xlink:href="#DejaVuSans-50"/>
  153. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  154. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  155. </g>
  156. </g>
  157. </g>
  158. <g id="xtick_4">
  159. <g id="line2d_4">
  160. <g>
  161. <use style="stroke:#000000;stroke-width:0.8;" x="259.288875" xlink:href="#mf2ba65eeac" y="307.584"/>
  162. </g>
  163. </g>
  164. <g id="text_4">
  165. <!-- 300 -->
  166. <g transform="translate(249.745125 322.182437)scale(0.1 -0.1)">
  167. <defs>
  168. <path d="M 40.578125 39.3125
  169. Q 47.65625 37.796875 51.625 33
  170. Q 55.609375 28.21875 55.609375 21.1875
  171. Q 55.609375 10.40625 48.1875 4.484375
  172. Q 40.765625 -1.421875 27.09375 -1.421875
  173. Q 22.515625 -1.421875 17.65625 -0.515625
  174. Q 12.796875 0.390625 7.625 2.203125
  175. L 7.625 11.71875
  176. Q 11.71875 9.328125 16.59375 8.109375
  177. Q 21.484375 6.890625 26.8125 6.890625
  178. Q 36.078125 6.890625 40.9375 10.546875
  179. Q 45.796875 14.203125 45.796875 21.1875
  180. Q 45.796875 27.640625 41.28125 31.265625
  181. Q 36.765625 34.90625 28.71875 34.90625
  182. L 20.21875 34.90625
  183. L 20.21875 43.015625
  184. L 29.109375 43.015625
  185. Q 36.375 43.015625 40.234375 45.921875
  186. Q 44.09375 48.828125 44.09375 54.296875
  187. Q 44.09375 59.90625 40.109375 62.90625
  188. Q 36.140625 65.921875 28.71875 65.921875
  189. Q 24.65625 65.921875 20.015625 65.03125
  190. Q 15.375 64.15625 9.8125 62.3125
  191. L 9.8125 71.09375
  192. Q 15.4375 72.65625 20.34375 73.4375
  193. Q 25.25 74.21875 29.59375 74.21875
  194. Q 40.828125 74.21875 47.359375 69.109375
  195. Q 53.90625 64.015625 53.90625 55.328125
  196. Q 53.90625 49.265625 50.4375 45.09375
  197. Q 46.96875 40.921875 40.578125 39.3125
  198. z
  199. " id="DejaVuSans-51"/>
  200. </defs>
  201. <use xlink:href="#DejaVuSans-51"/>
  202. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  203. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  204. </g>
  205. </g>
  206. </g>
  207. <g id="xtick_5">
  208. <g id="line2d_5">
  209. <g>
  210. <use style="stroke:#000000;stroke-width:0.8;" x="311.263875" xlink:href="#mf2ba65eeac" y="307.584"/>
  211. </g>
  212. </g>
  213. <g id="text_5">
  214. <!-- 400 -->
  215. <g transform="translate(301.720125 322.182437)scale(0.1 -0.1)">
  216. <defs>
  217. <path d="M 37.796875 64.3125
  218. L 12.890625 25.390625
  219. L 37.796875 25.390625
  220. z
  221. M 35.203125 72.90625
  222. L 47.609375 72.90625
  223. L 47.609375 25.390625
  224. L 58.015625 25.390625
  225. L 58.015625 17.1875
  226. L 47.609375 17.1875
  227. L 47.609375 0
  228. L 37.796875 0
  229. L 37.796875 17.1875
  230. L 4.890625 17.1875
  231. L 4.890625 26.703125
  232. z
  233. " id="DejaVuSans-52"/>
  234. </defs>
  235. <use xlink:href="#DejaVuSans-52"/>
  236. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  237. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  238. </g>
  239. </g>
  240. </g>
  241. <g id="xtick_6">
  242. <g id="line2d_6">
  243. <g>
  244. <use style="stroke:#000000;stroke-width:0.8;" x="363.238875" xlink:href="#mf2ba65eeac" y="307.584"/>
  245. </g>
  246. </g>
  247. <g id="text_6">
  248. <!-- 500 -->
  249. <g transform="translate(353.695125 322.182437)scale(0.1 -0.1)">
  250. <defs>
  251. <path d="M 10.796875 72.90625
  252. L 49.515625 72.90625
  253. L 49.515625 64.59375
  254. L 19.828125 64.59375
  255. L 19.828125 46.734375
  256. Q 21.96875 47.46875 24.109375 47.828125
  257. Q 26.265625 48.1875 28.421875 48.1875
  258. Q 40.625 48.1875 47.75 41.5
  259. Q 54.890625 34.8125 54.890625 23.390625
  260. Q 54.890625 11.625 47.5625 5.09375
  261. Q 40.234375 -1.421875 26.90625 -1.421875
  262. Q 22.3125 -1.421875 17.546875 -0.640625
  263. Q 12.796875 0.140625 7.71875 1.703125
  264. L 7.71875 11.625
  265. Q 12.109375 9.234375 16.796875 8.0625
  266. Q 21.484375 6.890625 26.703125 6.890625
  267. Q 35.15625 6.890625 40.078125 11.328125
  268. Q 45.015625 15.765625 45.015625 23.390625
  269. Q 45.015625 31 40.078125 35.4375
  270. Q 35.15625 39.890625 26.703125 39.890625
  271. Q 22.75 39.890625 18.8125 39.015625
  272. Q 14.890625 38.140625 10.796875 36.28125
  273. z
  274. " id="DejaVuSans-53"/>
  275. </defs>
  276. <use xlink:href="#DejaVuSans-53"/>
  277. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  278. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  279. </g>
  280. </g>
  281. </g>
  282. </g>
  283. <g id="matplotlib.axis_2">
  284. <g id="ytick_1">
  285. <g id="line2d_7">
  286. <defs>
  287. <path d="M 0 0
  288. L -3.5 0
  289. " id="m3e171b54d8" style="stroke:#000000;stroke-width:0.8;"/>
  290. </defs>
  291. <g>
  292. <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m3e171b54d8" y="41.731875"/>
  293. </g>
  294. </g>
  295. <g id="text_7">
  296. <!-- 0 -->
  297. <g transform="translate(89.7415 45.531094)scale(0.1 -0.1)">
  298. <use xlink:href="#DejaVuSans-48"/>
  299. </g>
  300. </g>
  301. </g>
  302. <g id="ytick_2">
  303. <g id="line2d_8">
  304. <g>
  305. <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m3e171b54d8" y="93.706875"/>
  306. </g>
  307. </g>
  308. <g id="text_8">
  309. <!-- 100 -->
  310. <g transform="translate(77.0165 97.506094)scale(0.1 -0.1)">
  311. <use xlink:href="#DejaVuSans-49"/>
  312. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  313. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  314. </g>
  315. </g>
  316. </g>
  317. <g id="ytick_3">
  318. <g id="line2d_9">
  319. <g>
  320. <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m3e171b54d8" y="145.681875"/>
  321. </g>
  322. </g>
  323. <g id="text_9">
  324. <!-- 200 -->
  325. <g transform="translate(77.0165 149.481094)scale(0.1 -0.1)">
  326. <use xlink:href="#DejaVuSans-50"/>
  327. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  328. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  329. </g>
  330. </g>
  331. </g>
  332. <g id="ytick_4">
  333. <g id="line2d_10">
  334. <g>
  335. <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m3e171b54d8" y="197.656875"/>
  336. </g>
  337. </g>
  338. <g id="text_10">
  339. <!-- 300 -->
  340. <g transform="translate(77.0165 201.456094)scale(0.1 -0.1)">
  341. <use xlink:href="#DejaVuSans-51"/>
  342. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  343. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  344. </g>
  345. </g>
  346. </g>
  347. <g id="ytick_5">
  348. <g id="line2d_11">
  349. <g>
  350. <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m3e171b54d8" y="249.631875"/>
  351. </g>
  352. </g>
  353. <g id="text_11">
  354. <!-- 400 -->
  355. <g transform="translate(77.0165 253.431094)scale(0.1 -0.1)">
  356. <use xlink:href="#DejaVuSans-52"/>
  357. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  358. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  359. </g>
  360. </g>
  361. </g>
  362. <g id="ytick_6">
  363. <g id="line2d_12">
  364. <g>
  365. <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m3e171b54d8" y="301.606875"/>
  366. </g>
  367. </g>
  368. <g id="text_12">
  369. <!-- 500 -->
  370. <g transform="translate(77.0165 305.406094)scale(0.1 -0.1)">
  371. <use xlink:href="#DejaVuSans-53"/>
  372. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  373. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  374. </g>
  375. </g>
  376. </g>
  377. </g>
  378. <g id="patch_3">
  379. <path d="M 103.104 307.584
  380. L 103.104 41.472
  381. " style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
  382. </g>
  383. <g id="patch_4">
  384. <path d="M 369.216 307.584
  385. L 369.216 41.472
  386. " style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
  387. </g>
  388. <g id="patch_5">
  389. <path d="M 103.104 307.584
  390. L 369.216 307.584
  391. " style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
  392. </g>
  393. <g id="patch_6">
  394. <path d="M 103.104 41.472
  395. L 369.216 41.472
  396. " style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
  397. </g>
  398. </g>
  399. </g>
  400. <defs>
  401. <clipPath id="pb49dd60a38">
  402. <rect height="266.112" width="266.112" x="103.104" y="41.472"/>
  403. </clipPath>
  404. </defs>
  405. </svg>