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Identification of animal images based on DNA Lior Wolf and  Yoni Donner   The School of Computer Science Tel-Aviv University
Visual appearance is largely  determined by genetics…
… and appearance affecting genes have been identified  ,[object Object],[object Object],[object Object]
Our work is unique in the  following ways: ,[object Object],Using very short 500bp sequences Correlative links Not causal ones
We employ mtDNA ,[object Object],[object Object],[object Object]
Tasks ,[object Object],[object Object]
Image synthesis Extracted contour Recovered contour Original image The algorithm predicts the contour of an unseen species based on its mtDNA
Identification Acanthopagrus Butcheri Epinephelus ongus ? Given mtDNA, the algorithm identifies the correct unseen image
Data sets Fishes of Australia Birds of North America Ants of Madagascar Dorsal view Head view Profile view
Methods ,[object Object],[object Object],[object Object],[object Object],Simple intuitive vector representation Well known techniques: Bag of SIFT or C 1 Regularized CCA
Results ,[object Object],[object Object]
Results Fish: 90% correct Birds: 72% correct Dorsal: 59% correct Head: 56% correct Profile: 64% correct
Conclusions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

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Identificationofanimalspecies