Marija Popović

About Marija Popović

Marija Popović, With an exceptional h-index of 17 and a recent h-index of 16 (since 2020), a distinguished researcher at Rheinische Friedrich-Wilhelms-Universität Bonn, specializes in the field of Artificial Intelligence, Robotics, Active Sensing, Robot Learning, Perception.

His recent articles reflect a diverse array of research interests and contributions to the field:

Robotic Learning for Adaptive Informative Path Planning

Exploiting Priors from 3D Diffusion Models for RGB-Based One-Shot View Planning

STAIR: Semantic-Targeted Active Implicit Reconstruction

Deep Reinforcement Learning with Dynamic Graphs for Adaptive Informative Path Planning

Semi-Supervised Active Learning for Semantic Segmentation in Unknown Environments Using Informative Path Planning

Active Implicit Reconstruction Using One-Shot View Planning

Graph-based view motion planning for fruit detection

Neu-nbv: Next best view planning using uncertainty estimation in image-based neural rendering

Marija Popović Information

University

Position

___

Citations(all)

1485

Citations(since 2020)

1392

Cited By

506

hIndex(all)

17

hIndex(since 2020)

16

i10Index(all)

23

i10Index(since 2020)

21

Email

University Profile Page

Google Scholar

Marija Popović Skills & Research Interests

Artificial Intelligence

Robotics

Active Sensing

Robot Learning

Perception

Top articles of Marija Popović

Robotic Learning for Adaptive Informative Path Planning

arXiv preprint arXiv:2404.06940

2024/4/10

Exploiting Priors from 3D Diffusion Models for RGB-Based One-Shot View Planning

arXiv preprint arXiv:2403.16803

2024/3/25

STAIR: Semantic-Targeted Active Implicit Reconstruction

arXiv preprint arXiv:2403.11233

2024/3/17

Deep Reinforcement Learning with Dynamic Graphs for Adaptive Informative Path Planning

arXiv preprint arXiv:2402.04894

2024/2/7

Semi-Supervised Active Learning for Semantic Segmentation in Unknown Environments Using Informative Path Planning

IEEE Robotics and Automation Letters

2024/1/29

Active Implicit Reconstruction Using One-Shot View Planning

arXiv preprint arXiv:2310.00685

2023/10/1

Graph-based view motion planning for fruit detection

2023/10/1

Neu-nbv: Next best view planning using uncertainty estimation in image-based neural rendering

2023/10/1

Multi-uav adaptive path planning using deep reinforcement learning

2023/10/1

Julius Rückin
Julius Rückin

H-Index: 1

Marija Popović
Marija Popović

H-Index: 11

An informative path planning framework for active learning in uav-based semantic mapping

IEEE Transactions on Robotics

2023/9/26

Perceptual Factors for Environmental Modeling in Robotic Active Perception

arXiv preprint arXiv:2309.10620

2023/9/19

Adaptive path planning for UAVs for multi-resolution semantic segmentation

Robotics and Autonomous Systems

2023/1/1

Embracing Robotics and Intelligent Machine Systems for Smart Agricultural Applications [From the Guest Editors]

IEEE Robotics & Automation Magazine

2023/12/12

How Many Views Are Needed to Reconstruct an Unknown Object Using NeRF?

arXiv preprint arXiv:2310.00684

2023/10/1

Agricultural robotics and automation [TC Spotlight]

IEEE Robotics & Automation Magazine

2022/12/7

3d lidar reconstruction with probabilistic depth completion for robotic navigation

2022/10/23

Informative path planning for active learning in aerial semantic mapping

2022/10/23

Adaptive-resolution field mapping using Gaussian process fusion with integral kernels

IEEE Robotics and Automation Letters

2022/6/16

Adaptive informative path planning using deep reinforcement learning for uav-based active sensing

2022/5/23

Julius Rückin
Julius Rückin

H-Index: 1

Marija Popović
Marija Popović

H-Index: 11

Adaptive path planning for UAV-based multi-resolution semantic segmentation

2021/8/31

See List of Professors in Marija Popović University(Rheinische Friedrich-Wilhelms-Universität Bonn)

Co-Authors

academic-engine