Search Results for author: Chethan M. Parameshwara

Found 7 papers, 2 papers with code

AIMusicGuru: Music Assisted Human Pose Correction

no code implementations24 Mar 2022 Snehesh Shrestha, Cornelia Fermüller, Tianyu Huang, Pyone Thant Win, Adam Zukerman, Chethan M. Parameshwara, Yiannis Aloimonos

Pose Estimation techniques rely on visual cues available through observations represented in the form of pixels.

Pose Estimation

NudgeSeg: Zero-Shot Object Segmentation by Repeated Physical Interaction

no code implementations22 Sep 2021 Chahat Deep Singh, Nitin J. Sanket, Chethan M. Parameshwara, Cornelia Fermüller, Yiannis Aloimonos

In this paper, we present the first framework to segment unknown objects in a cluttered scene by repeatedly 'nudging' at the objects and moving them to obtain additional motion cues at every step using only a monochrome monocular camera.

Motion Segmentation Object +2

EVPropNet: Detecting Drones By Finding Propellers For Mid-Air Landing And Following

no code implementations29 Jun 2021 Nitin J. Sanket, Chahat Deep Singh, Chethan M. Parameshwara, Cornelia Fermüller, Guido C. H. E. de Croon, Yiannis Aloimonos

Our network can detect propellers at a rate of 85. 1% even when 60% of the propeller is occluded and can run at upto 35Hz on a 2W power budget.

SpikeMS: Deep Spiking Neural Network for Motion Segmentation

no code implementations13 May 2021 Chethan M. Parameshwara, Simin Li, Cornelia Fermüller, Nitin J. Sanket, Matthew S. Evanusa, Yiannis Aloimonos

Spiking Neural Networks (SNN) are the so-called third generation of neural networks which attempt to more closely match the functioning of the biological brain.

Motion Segmentation

EVDodgeNet: Deep Dynamic Obstacle Dodging with Event Cameras

2 code implementations7 Jun 2019 Nitin J. Sanket, Chethan M. Parameshwara, Chahat Deep Singh, Ashwin V. Kuruttukulam, Cornelia Fermüller, Davide Scaramuzza, Yiannis Aloimonos

To our knowledge, this is the first deep learning -- based solution to the problem of dynamic obstacle avoidance using event cameras on a quadrotor.

Motion Estimation

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