Search
Now showing items 1-10 of 22
A Deep Learning Based Automatic Severity Detector for Diabetic Retinopathy
(
Springer Verlag
, 2018 , Conference Paper)
Automated Diabetic Retinopathy (DR) screening methods with high accuracy have the strong potential to assist doctors in evaluating more patients and quickly routing those who need help to a specialist. In this work, we ...
Data driven feature extraction for gender classification using multi-script handwritten texts
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Conference Paper)
This paper presents a study on assessing the effectiveness of machine learned features to predict gender of writers from images of handwriting. Pre-trained Convolutional Neural Networks have been employed as feature ...
Automatic classification of colorectal and prostatic histologic tumor images using multiscale multispectral local binary pattern texture features and stacked generalization
(
Elsevier B.V.
, 2018 , Article)
This paper proposes a new multispectral multiscale local binary pattern feature extraction method for automatic classification of colorectal and prostatic tumor biopsies samples. A multilevel stacked generalization ...
KinFit: A factual aerobic sport game with stimulation support
(
Kassel University Press GmbH
, 2018 , Article)
Overweight and obesity is a situation where a person has stacked too much fat that might affect negatively his/her health. Many people skip doing exercises due to several facts related to the encouragement, health-awareness, ...
KERTAS: dataset for automatic dating of ancient Arabic manuscripts
(
Springer Verlag
, 2018 , Article)
The age of a historical manuscript can be an invaluable source of information for paleographers and historians. The process of automatic manuscript age detection has inherent complexities, which are compounded by the lack ...
Multi-Order Statistical Descriptors for Real-Time Face Recognition and Object Classification
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Article)
We propose novel multi-order statistical descriptors which can be used for high speed object classification or face recognition from videos or image sets. We represent each gallery set with a global second-order statistic ...
A Novel Efficient Classwise Sparse and Collaborative Representation for Holistic Palmprint Recognition
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Conference Paper)
Palmprint recognition is an important and widely used modality in biometric systems. It has a high reliability, stability and user acceptability. Although the discriminative ability of the existing state-of-the-art holistic ...
Bidirectional Parallel Capacitive Data Links: Modeling and Experimental Results
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Article)
We present, in this paper, a bidirectional capacitive data link. Enhancement of the spatial pulse position modulation used on the downlink is introduced, and a load-shift keying modulation is implemented for the uplink. ...
Off-line Persian Signature Verification using Wavelet-based Fractal Dimension and One-class Gaussian Process
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Conference Paper)
This paper presents a novel individual verification approach through off-line handwriting signatures. In our proposed technique, images are decomposed into an series of wavelet sub-bands at some specific levels. In order ...
A Key Frame Based Video Summarization using Color Features
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Conference Paper)
The rapid development of digital video has opened ways for several multimedia applications. A huge amount of video data is uploaded on internet on daily basis, which, consumes additional internet bandwidth and storage ...