Výsledky vyhledávání - "Hazra, Souvik"

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Cross-modal Learning of Graph Representations using Radar Point Cloud for Long-Range Gesture Recognition

Autor: Hazra, Souvik, Feng, Hao, Kiprit, Gamze Naz, Stephan, Michael, Servadei, Lorenzo, Wille, Robert, Weigel, Robert, Santra, Avik

Gesture recognition is one of the most intuitive ways of interaction and has gathered particular attention for human computer interaction. Radar sensors possess multiple intrinsic properties, such as their ability to work in low illumination, harsh w

Externí odkaz: http://arxiv.org/abs/2203.17066

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Label-Aware Ranked Loss for robust People Counting using Automotive in-cabin Radar

Autor: Servadei, Lorenzo, Sun, Huawei, Ott, Julius, Stephan, Michael, Hazra, Souvik, Stadelmayer, Thomas, Lopera, Daniela Sanchez, Wille, Robert, Santra, Avik

In this paper, we introduce the Label-Aware Ranked loss, a novel metric loss function. Compared to the state-of-the-art Deep Metric Learning losses, this function takes advantage of the ranked ordering of the labels in regression problems. To this en

Externí odkaz: http://arxiv.org/abs/2110.05876

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Elektronická kniha

Deep Learning Applications of Short-Range Radars

Autor: Santra, Avik, Hazra, Souvik

This exciting new resource presents emerging applications of artificial intelligence and deep learning in short-range radar. The book covers applications ranging from industrial, consumer space to emerging automotive applications. The book presents s

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