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The proposed approach was tested on three reference ear image databases: IIT Delhi, USTB 1 and USTB 2, and compared with traditional ear image contrast enhancement approaches, histogram equalization (HE) and contrast limited adaptive histogram equalization (CLAHE).
The obtained results show that the proposed approach outperforms traditional ear image contrast enhancement techniques, and increases the amount of detail in the ear image, and consequently improves the recognition rate.
The proposed system uses a new ear image contrast enhancement approach based on the gray-level mapping technique, and uses an artificial bee colony (ABC) algorithm as an optimizer.
But every home should have a digital first aid kit that has half a dozen to a dozen devices that let you take your ear image like CellScope, or let you take your EKG like AliveCor [another Khosla investment], or a dermatology image if you have a mole.
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This technique permits getting better-contrasted 2D ear images.
This paper presents a new architecture of ear biometrics that aims at solving the acquisition problems of 2D ear images.
We added three ear images to each person artificially.
Cat with curled ears image by Renate Wald, courtesy of American Curl Rescue Project; Fruit fly image courtesy of the Syndicat National des Ophtalmologistes de France.
Playboy's globally recognisable "bunny ears" image remains untarnished by economic factors, but its business has faltered amid a rise in free adult entertainment online.
(I could have used someone who knew the bunny ears image for shoe-tying!) But the institutional forms have to stay in their lane, so to speak.
The ice-cream cone including the body of the incus (2) and the head of the malleus (1) 3-D CT reveals that malleus (1) and incus (2) are in close contact in the healthy middle ear Open image in new window Fig. 2 2-D CT images in the axial and oblique planes showing a normal incudo-stapedial joint.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com