23 citations · 24 across the 3 of their papers we have counts for
4 papers
Sea Ice Segmentation From SAR Data by Convolutional Transformer Networks
Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu
Sea ice is a crucial component of the Earth's climate system and is highly sensitive to changes in temperature and atmospheric conditions. Accurate and timely measurement of sea ic…
Guided deep learning by subaperture decomposition: ocean patterns from SAR imagery
Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu +1
Spaceborne synthetic aperture radar can provide meters scale images of the ocean surface roughness day or night in nearly all weather conditions. This makes it a unique asset for m…
Self-paced ensemble learning for speech and audio classification
Nicolae-Catalin Ristea, Radu Tudor Ionescu
Combining multiple machine learning models into an ensemble is known to provide superior performance levels compared to the individual components forming the ensemble. This is beca…
Emotion Recognition System from Speech and Visual Information based on Convolutional Neural Networks
Nicolae-Catalin Ristea, Liviu Cristian Dutu, Anamaria Radoi
Emotion recognition has become an important field of research in the human-computer interactions domain. The latest advancements in the field show that combining visual with audio…