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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 ...
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 ...
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 ...
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 ...
Subjective and objective quality assessment of degraded document images
(
Elsevier Masson SAS
, 2018 , Article)
The huge amount of degraded documents stored in libraries and archives around the world needs automatic procedures of enhancement, classification, transliteration, etc. While high-quality images of these documents are in ...