Search Results for author: Debasish Ghose

Found 16 papers, 1 papers with code

Action-conditioned video data improves predictability

no code implementations8 Apr 2024 Meenakshi Sarkar, Debasish Ghose

Long-term video generation and prediction remain challenging tasks in computer vision, particularly in partially observable scenarios where cameras are mounted on moving platforms.

Video Generation

Collision Course for Objects Moving on a Spherical Manifold

no code implementations15 Dec 2023 Animesh Chakravarthy, Debasish Ghose

In this paper, we address the problem of predicting collision for objects moving on the surface of a spherical manifold.

Action-conditioned Deep Visual Prediction with RoAM, a new Indoor Human Motion Dataset for Autonomous Robots

no code implementations28 Jun 2023 Meenakshi Sarkar, Vinayak Honkote, Dibyendu Das, Debasish Ghose

With the increasing adoption of robots across industries, it is crucial to focus on developing advanced algorithms that enable robots to anticipate, comprehend, and plan their actions effectively in collaboration with humans.

Autonomous Navigation Video Prediction

Development of Decision Support System for Effective COVID-19 Management

no code implementations12 Mar 2022 Shuvrangshu Jana, Rudrashis Majumder, Aashay Bhise, Nobin Paul, Stuti Garg, Debasish Ghose

This paper discusses a Decision Support System (DSS) for cases prediction, allocation of resources, and lockdown management for managing COVID-19 at different levels of a government authority.

Management

Cyclone Preparedness, Rescue Operations and Damage Assessment using UAVs

no code implementations12 Mar 2022 Rudrashis Majumder, Shuvrangshu Jana, Prathyush P. Menon, Debasish Ghose, N. M. Prusty, Bipasha Mukherjee, Aditi Ghosh

This paper can help disaster management authorities to develop UAV systems specifically to cater to cyclone operations.

Management

Critical Medical Resource Allocation during COVID-19 Pandemic

no code implementations11 Mar 2022 Shuvrangshu Jana, Rudrashis Majumder, Debasish Ghose

In this paper, an optimal resource allocation framework is proposed for the allocation of critical medical resources among different units during a pandemic.

Optimal Lockdown Management using Short Term COVID-19 Prediction Model

no code implementations7 Mar 2022 Shuvrangshu Jana, Debasish Ghose

The predicted value of active cases is calculated using an adaptive short-term prediction model.

Management

Design and Integration of a Drone based Passive Manipulator for Capturing Flying Targets

no code implementations23 Feb 2021 B. V. Vidyadhara, Lima Agnel Tony, Mohitvishnu S. Gadde, Shuvrangshu Jana, V. P. Varun, Aashay Anil Bhise, Suresh Sundaram, Debasish Ghose

In this paper, we present a novel passive single Degree-of-Freedom (DoF) manipulator design and its integration on an autonomous drone to capture a moving target.

Robotics

Design Iterations for Passive Aerial Manipulator

no code implementations16 Feb 2021 Vidyadhara B V, Lima Agnel Tony, Mohitvishnu S. Gadde, Shuvrangshu Jana, Varun V. P., Aashay Anil Bhise, Suresh Sundaram, Debasish Ghose

This paper presents the design, development, and prototyping of a novel aerial manipulator for target interception.

Robotics

Implementation of Survivor Detection Strategies Using Drones

no code implementations27 Mar 2020 Sarthak J. Shetty, Rahul Ravichandran, Lima Agnel Tony, N. Sai Abhinay, Kaushik Das, Debasish Ghose

The coordinates of the survivor and their heading is reported by an on-ground observer to the UAV to generate a weighted map of the surroundings for exploration.

Robotics Systems and Control Systems and Control

Mid-flight Propeller Failure Detection and Control of Propeller-deficient Quadcopter using Reinforcement Learning

1 code implementation26 Feb 2020 Rohitkumar Arasanipalai, Aakriti Agrawal, Debasish Ghose

Quadcopters can suffer from loss of propellers in mid-flight, thus requiring a need to have a system that detects single and multiple propeller failures and an adaptive controller that stabilizes the propeller-deficient quadcopter.

Fault Detection reinforcement-learning +1

Planning Robot Motion using Deep Visual Prediction

no code implementations24 Jun 2019 Meenakshi Sarkar, Prabhu Pradhan, Debasish Ghose

In this paper, we introduce a novel framework that can learn to make visual predictions about the motion of a robotic agent from raw video frames.

Motion Planning motion prediction

Sequential Learning of Movement Prediction in Dynamic Environments using LSTM Autoencoder

no code implementations12 Oct 2018 Meenakshi Sarkar, Debasish Ghose

Predicting movement of objects while the action of learning agent interacts with the dynamics of the scene still remains a key challenge in robotics.

Navigate OpenAI Gym

Emotional Metaheuristics For in-situ Foraging Using Sensor Constrained Robot Swarms

no code implementations9 May 2017 Esh Vckay, Debasish Ghose

We present a new social animal inspired emotional swarm intelligence technique.

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