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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 ...
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 ...
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 ...
ICFHR 2018 competition on multi-script writer identification
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Conference Paper)
This paper describes the ICFHR 2018 Competition on Multi-script Writer Identification with details on the competition tasks, databases employed, submitted systems, evaluation protocol and the reported results. The competition ...
Writer identification on historical documents using oriented basic image features
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Conference Paper)
This study addresses the problem of identifying the authorship of historical manuscripts, a challenging task that offers interesting applications for document examiners and paleographers. We exploit handwriting texture as ...
A Bilingual Scene-To-Speech Mobile Based Application
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Conference Paper)
Scene-To-Speech (STS) is the process of recognizing visual objects in a picture or a video to say aloud a descriptive text that represents the scene. The recent advancement in convolution neural network (CNN), a deep ...
Mobile Assistive Technologies for Visual Impaired Users: A Survey
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Conference Paper)
In this article, we summarize some of the recent advancements in assistive technologies that are designed for people with visual impairments (VI) and blind people. Present technology enables applications to be actively ...
MHDID: A Multi-distortion Historical Document Image Database
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Conference Paper)
In this paper, a new dataset, called Multi-distortion Historical Document Image Database (MHDID), to be used for the research on quality assessment of degraded documents and degradation classification is proposed. The MHDID ...