Sourav Garg

Sourav Garg

Queensland University of Technology

H-index: 20

Oceania-Australia

About Sourav Garg

Sourav Garg, With an exceptional h-index of 20 and a recent h-index of 20 (since 2020), a distinguished researcher at Queensland University of Technology, specializes in the field of Robotics, Computer Vision, Deep Learning.

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

QueSTMaps: Queryable Semantic Topological Maps for 3D Scene Understanding

RoboHop: Segment-based Topological Map Representation for Open-World Visual Navigation

AnyLoc: Towards Universal Visual Place Recognition

Vehicle localization

Hierarchical Unsupervised Topological SLAM

Gdip: Gated differentiable image processing for object detection in adverse conditions

DiffPrompter: Differentiable Implicit Visual Prompts for Semantic-Segmentation in Adverse Conditions

Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths

Sourav Garg Information

University

Position

___

Citations(all)

1435

Citations(since 2020)

1373

Cited By

302

hIndex(all)

20

hIndex(since 2020)

20

i10Index(all)

26

i10Index(since 2020)

24

Email

University Profile Page

Queensland University of Technology

Google Scholar

View Google Scholar Profile

Sourav Garg Skills & Research Interests

Robotics

Computer Vision

Deep Learning

Top articles of Sourav Garg

Title

Journal

Author(s)

Publication Date

QueSTMaps: Queryable Semantic Topological Maps for 3D Scene Understanding

arXiv preprint arXiv:2404.06442

Yash Mehan

Kumaraditya Gupta

Rohit Jayanti

Anirudh Govil

Sourav Garg

...

2024/4/9

RoboHop: Segment-based Topological Map Representation for Open-World Visual Navigation

Sourav Garg

Krishan Rana

Mehdi Hosseinzadeh

Lachlan Mares

Niko Suenderhauf

...

2024/1/31

AnyLoc: Towards Universal Visual Place Recognition

IEEE Robotics and Automation Letters

Nikhil Keetha

Avneesh Mishra

Jay Karhade

Krishna Murthy Jatavallabhula

Sebastian Scherer

...

2023/12/15

Vehicle localization

2023/8/10

Hierarchical Unsupervised Topological SLAM

Ayush Sharma

Yash Mehan

Pradyumna Dasu

Sourav Garg

Madhava Krishna

2023/10/7

Gdip: Gated differentiable image processing for object detection in adverse conditions

Sanket Kalwar

Dhruv Patel

Aakash Aanegola

Krishna Reddy Konda

Sourav Garg

...

2023/5/29

DiffPrompter: Differentiable Implicit Visual Prompts for Semantic-Segmentation in Adverse Conditions

arXiv preprint arXiv:2310.04181

Sanket Kalwar

Mihir Ungarala

Shruti Jain

Aaron Monis

Krishna Reddy Konda

...

2023/10/6

Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths

Ming Xu

Sourav Garg

Michael Milford

Stephen Gould

2023/3/19

Locking On: Leveraging Dynamic Vehicle-Imposed Motion Constraints to Improve Visual Localization

Stephen Hausler

Sourav Garg

Punarjay Chakravarty

Shubham Shrivastava

Ankit Vora

...

2023/10/1

Visual Place Recognition: A Tutorial

IEEE Robotics & Automation Magazine (RAM)

Stefan Schubert

Peer Neubert

Sourav Garg

Michael Milford

Tobias Fischer

2023/3/6

DisPlacing Objects: Improving Dynamic Vehicle Detection via Visual Place Recognition under Adverse Conditions

Stephen Hausler

Sourav Garg

Punarjay Chakravarty

Shubham Shrivastava

Ankit Vora

...

2023/10/1

When the sun goes down: Repairing photometric losses for all-day depth estimation

Madhu Vankadari

Stuart Golodetz

Sourav Garg

Sangyun Shin

Andrew Markham

...

2023/3/6

Sayplan: Grounding large language models using 3d scene graphs for scalable robot task planning

Krishan Rana

Jesse Haviland

Sourav Garg

Jad Abou-Chakra

Ian Reid

...

2023/8/30

Improving worst case visual localization coverage via place-specific sub-selection in multi-camera systems

IEEE Robotics and Automation Letters

Stephen Hausler

Ming Xu

Sourav Garg

Punarjay Chakravarty

Shubham Shrivastava

...

2022/7/15

ReF--Rotation Equivariant Features for Local Feature Matching

arXiv preprint arXiv:2203.05206

Abhishek Peri

Kinal Mehta

Avneesh Mishra

Michael Milford

Sourav Garg

...

2022/3/10

Multires-netvlad: Augmenting place recognition training with low-resolution imagery

IEEE Robotics and Automation Letters

Ahmad Khaliq

Michael Milford

Sourav Garg

2022/2/1

Improving road segmentation in challenging domains using similar place priors

IEEE Robotics and Automation Letters

Connor Malone

Sourav Garg

Ming Xu

Thierry Peynot

Michael Milford

2022/1/31

SeqMatchNet: Contrastive learning with sequence matching for place recognition & relocalization

Sourav Garg

Madhu Vankadari

Michael Milford

2022/1/11

SeqNet: Learning Descriptors for Sequence-based Hierarchical Place Recognition

IEEE Robotics and Automation Letters (RA-L) 2021

Sourav Garg

Michael Milford

2021/2/23

A Hierarchical Dual Model of Environment-and Place-Specific Utility for Visual Place Recognition

IEEE Robotcs and Automation Letters (RA-L) 2021

Nikhil Varma Keetha

Michael Milford

Sourav Garg

2021/7/6

See List of Professors in Sourav Garg University(Queensland University of Technology)

Co-Authors

H-index: 86
Peter Corke

Peter Corke

Queensland University of Technology

H-index: 42
Niko Suenderhauf

Niko Suenderhauf

Queensland University of Technology

H-index: 38
Klaus McDonald-Maier

Klaus McDonald-Maier

University of Essex

H-index: 21
Akan Cosgun

Akan Cosgun

Monash University

H-index: 21
Swagat Kumar

Swagat Kumar

Edge Hill University

H-index: 16
Tobias Fischer

Tobias Fischer

Queensland University of Technology

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