Search Results for author: Akash Deep Singh

Found 2 papers, 0 papers with code

Depth Estimation From Camera Image and mmWave Radar Point Cloud

no code implementations CVPR 2023 Akash Deep Singh, Yunhao Ba, Ankur Sarker, Howard Zhang, Achuta Kadambi, Stefano Soatto, Mani Srivastava, Alex Wong

To fuse radar depth with an image, we propose a gated fusion scheme that accounts for the confidence scores of the correspondence so that we selectively combine radar and camera embeddings to yield a dense depth map.

Depth Estimation

Self-Supervised Radio-Visual Representation Learning for 6G Sensing

no code implementations1 Nov 2021 Mohammed Alloulah, Akash Deep Singh, Maximilian Arnold

In future 6G cellular networks, a joint communication and sensing protocol will allow the network to perceive the environment, opening the door for many new applications atop a unified communication-perception infrastructure.

Representation Learning Self-Supervised Learning

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