Search Results for author: Ayush Gaud

Found 3 papers, 0 papers with code

DFVS: Deep Flow Guided Scene Agnostic Image Based Visual Servoing

no code implementations8 Mar 2020 Y V S Harish, Harit Pandya, Ayush Gaud, Shreya Terupally, Sai Shankar, K. Madhava Krishna

We further present an extensive benchmark in a photo-realistic 3D simulation across diverse scenes to study the convergence and generalisation of visual servoing approaches.

Optical Flow Estimation

Object Parsing in Sequences Using CoordConv Gated Recurrent Networks

no code implementations2 Oct 2019 Ayush Gaud, Y V S Harish, K. Madhava Krishna

We leverage the expressiveness of the popular stacked hourglass architecture and augment it by adopting memory units between intermediate layers of the network with weights shared across stages for video frames.

Object

Exploring Convolutional Networks for End-to-End Visual Servoing

no code implementations10 Jun 2017 Aseem Saxena, Harit Pandya, Gourav Kumar, Ayush Gaud, K. Madhava Krishna

In this paper, we present an end-to-end learning based approach for visual servoing in diverse scenes where the knowledge of camera parameters and scene geometry is not available a priori.

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