39 citations · 50 across the 5 of their papers we have counts for
5 papers
CNN-BiLSTM model for English Handwriting Recognition: Comprehensive Evaluation on the IAM Dataset
Firat Kizilirmak, Berrin Yanikoglu
We present a CNN-BiLSTM system for the problem of offline English handwriting recognition, with extensive evaluations on the public IAM dataset, including the effects of model size…
COVID-19 Detection in Computed Tomography Images with 2D and 3D Approaches
Sara Atito Ali Ahmed, Mehmet Can Yavuz, Mehmet Umut Sen +9
Detecting COVID-19 in computed tomography (CT) or radiography images has been proposed as a supplement to the definitive RT-PCR test. We present a deep learning ensemble for detect…
Relative Attribute Classification with Deep Rank SVM
Sara Atito Ali Ahmed, Berrin Yanikoglu
Relative attributes indicate the strength of a particular attribute between image pairs. We introduce a deep Siamese network with rank SVM loss function, called Deep Rank SVM (DRSV…
Deep Convolutional Neural Network Ensembles using ECOC
Sara Atito Ali Ahmed, Cemre Zor, Berrin Yanikoglu +2
Deep neural networks have enhanced the performance of decision making systems in many applications including image understanding, and further gains can be achieved by constructing…
GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data
AmirAbbas Davari, Erchan Aptoula, Berrin Yanikoglu +2
The amount of training data that is required to train a classifier scales with the dimensionality of the feature data. In hyperspectral remote sensing, feature data can potentially…