Riad Hammoud
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View article: A Novel Domain Transfer-Based Approach for Unsupervised Thermal Image Super-Resolution
A Novel Domain Transfer-Based Approach for Unsupervised Thermal Image Super-Resolution Open
This paper presents a transfer domain strategy to tackle the limitations of low-resolution thermal sensors and generate higher-resolution images of reasonable quality. The proposed technique employs a CycleGAN architecture and uses a ResNe…
View article: Wide-Band Color Imagery Restoration for RGB-NIR Single Sensor Images
Wide-Band Color Imagery Restoration for RGB-NIR Single Sensor Images Open
Multi-spectral RGB-NIR sensors have become ubiquitous in recent years. These sensors allow the visible and near-infrared spectral bands of a given scene to be captured at the same time. With such cameras, the acquired imagery has a comprom…
View article: Evaluation of Feature Channels for Correlation-Filter-Based Visual Object Tracking in Infrared Spectrum
Evaluation of Feature Channels for Correlation-Filter-Based Visual Object Tracking in Infrared Spectrum Open
Correlation filters for visual object tracking in visible imagery has been well-studied. Most of the correlation-filter-based methods use either raw image intensities or feature maps of gradient orientations or color channels. However, wel…