Evaluation of deep neural networks for traffic sign detection systems

Á Arcos-García, JA Alvarez-Garcia, LM Soria-Morillo - Neurocomputing, 2018 - Elsevier
… modified and specifically adapted to the traffic sign detection problem domain by means of
… on the German Traffic Sign Detection Benchmark dataset. The evaluation and comparison of …

Single retinal layer evaluation in patients with type 1 diabetes with no or early signs of diabetic retinopathy: the first hint of neurovascular crosstalk damage between …

F Scarinci, F Picconi, G Virgili, P Giorno, A Di Renzo… - …, 2017 - karger.com
… should carefully consider the single retinal layer thickness evaluation in the setting of DM1
because they might be harbingers of early damage of the retinal neurovascular network. …

[HTML][HTML] Modeling retroreflectivity degradation of traffic signs using artificial neural networks

A Jamal, I Reza, M Shafiullah - IATSS Research, 2022 - Elsevier
Sign retroreflectivity is one of the key measures to evaluate sign visibility conditions. It …
For the present study, ELMNN architecture with 21 neurons in the hidden layer for ‘tansig’ …

Evaluation method of deep learning-based embedded systems for traffic sign detection

M Lopez-Montiel, U Orozco-Rosas… - IEEE …, 2021 - ieeexplore.ieee.org
… ] for the traffic sign detection problem. We propose a comparative evaluation of two different
… If we consider a shallow architecture and its deeper counterpart that adds more layers onto it…

Ganglion cell layer thickening in well‐controlled patients with type 1 diabetes: an early sign for diabetic retinopathy?

BS Gerendas, K Hatz, A Kaider, H Zulewski… - Acta …, 2020 - Wiley Online Library
… be found by retinal layer evaluation. However, the changes are layer-specific, with significant
thickening of the GCL and less so of the OLC suggesting a role as an early sign for diffuse …

Early microvascular and neural changes in patients with type 1 and type 2 diabetes mellitus without clinical signs of diabetic retinopathy

S Vujosevic, A Muraca, M Alkabes, E Villani… - Retina, 2019 - journals.lww.com
… in inner retinal layer thickness and early microvascular changes … on early microvascular
and retinal thickness changes in patients with DM and without clinical signs of DR, evaluating

An evaluation of optic disc and nerve fiber layer examinations in monitoring progression of early glaucoma damage

HA Quigley, J Katz, RJ Derick, D Gilbert, A Sommer - Ophthalmology, 1992 - Elsevier
… examination was more sensitive than color disc evaluation in the detection of progressive …
at this early stage of glaucoma. The evaluation of cup-to-disc ratio or of the nerve fiber layer

Regional distribution of neurofibrillary tangles and senile plaques in the cerebral cortex of elderly patients: a quantitative evaluation of a one-year autopsy population …

C Bouras, PR Hof, P Giannakopoulos, JP Michel… - Cerebral …, 1994 - academic.oup.com
… In particular, it is relevant to note that allot the cases in our study demonstrated NFTs in
layer II of the entorhinal cortex, although 102 of these cases showed no signs of cognitive and …

[PDF][PDF] Attentive multi-stage learning for early risk detection of signs of anorexia and self-harm on social media.

W Ragheb, J Azé, S Bringay, M Servajean - CLEF (Working Notes), 2019 - ceur-ws.org
layers above the base LM encoder is simply a pooling layer (maximum and average pool)
followed by three fully-connected linear layers. The … In this paper, we will evaluate the effect of …

A model evaluation of noninductive graupel‐ice charging in the early electrification of a mountain thunderstorm

CL Ziegler, DR MacGorman, JE Dye… - Journal of Geophysical …, 1991 - Wiley Online Library
… screening layer parameterizations, which are used to evaluate … (We adopt the field sign
convention that a positive test charge … In early model tests without a screening layer formulation, …