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Computer Vision Cracks the Leaf Code (PNAS 2016): Extended Heat Map Outputs
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posted on 2016-03-07, 00:33 authored by Peter WilfPeter Wilf, Shengping Zhang, Sharat Chikerrur, Stefan A. Little, Scott L. Wing, Thomas SerreThomas SerreExtended heat map outputs, as in Fig. 1 of the primary article in PNAS*, for Wolfe National Cleared Leaf Collection specimens in the 19 families in the experiment shown in Fig. 3A of the primary article (19 pdf files). Please see Fig. 1 caption in the primary article for explanation.
*Wilf, P, S Zhang, S Chikkerur, SA Little, SL Wing, T Serre. 2016. Computer vision cracks the leaf code. PNAS 113(12): 3305-3310.
Funding
David and Lucile Packard Foundation, NSF IIS-1252951, DARPA N66001-14-1-4037, ONR N000141110743, National Natural Science Foundation of China 61300111.
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PaleobotanyLeavesleaf architecture traitssparse codingLeaf venation characteristicsLeaf shapeLeaf architectureCleared leavesLeaf evolutionMachine learningComputer visionLeaf marginsLeaf teethAnacardiaceaeAnnonaceaeApocynaceaeBetulaceaeCelastraceaeCombretaceaeEricaceaeFabaceaeFagaceaeLauraceaeMalvaceaeMelastomataceaeMyrtaceaePassifloraceaePhyllanthaceaeRosaceaeRubiaceaeSalicaceaeSapindaceaesupport vector machinesSIFT featuresBotanyComputer VisionEvolutionary BiologyKnowledge Representation and Machine Learning
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