308 citations · 856 across the 20 of their papers we have counts for
5 papers · 1 filter
Using Motion History Images with 3D Convolutional Networks in Isolated Sign Language Recognition
Ozge Mercanoglu Sincan, Hacer Yalim Keles
Sign language recognition using computational models is a challenging problem that requires simultaneous spatio-temporal modeling of the multiple sources, i.e. faces, hands, body,…
Towards disease-aware image editing of chest X-rays
Aakash Saboo, Sai Niranjan Ramachandran, Kai Dierkes +1
Disease-aware image editing by means of generative adversarial networks (GANs) constitutes a promising avenue for advancing the use of AI in the healthcare sector. Here, we present…
ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research
Ozge Mercanoglu Sincan, Julio C. S. Jacques Junior, Sergio Escalera +1
The performances of Sign Language Recognition (SLR) systems have improved considerably in recent years. However, several open challenges still need to be solved to allow SLR to be…
A Hierarchical Approach to Remote Sensing Scene Classification
Ozlem Sen, Hacer Yalim Keles
Remote sensing scene classification deals with the problem of classifying land use/cover of a region from images. To predict the development and socioeconomic structures of cities,…
Iterative Facial Image Inpainting Based on an Encoder-Generator Architecture
Yahya Dogan, Hacer Yalim Keles
Facial image inpainting is a challenging problem as it requires generating new pixels that include semantic information for masked key components in a face, e.g., eyes and nose. Re…