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Shenbagaraj Kannapiran

4 accepted papers

2024

PathFinder: Attention-Driven Dynamic Non-Line-of-Sight Tracking with a Mobile Robot

IROS 2024poster

The study of non-line-of-sight (NLOS) imaging is growing due to its many potential applications, including rescue operations and pedestrian detection by self-driving cars. However, implementing NLOS imaging on a moving camera remains an open area of research. Existing NLOS imaging methods rely on ti…

Cited by 1SourcecodeScholar
2023

Stereo Visual Odometry with Deep Learning-Based Point and Line Feature Matching Using an Attention Graph Neural Network

IROS 2023poster

Robust feature matching forms the backbone for most Visual Simultaneous Localization and Mapping (vSLAM), visual odometry, 3D reconstruction, and Structure from Motion (SfM) algorithms. However, recovering feature matches from texture-poor scenes is a major challenge and still remains an open area o…

Cited by 4SourceScholar
2021

A Visual Inertial Odometry Framework for 3D Points, Lines and Planes

IROS 2021poster

Recovering rigid registration between successive camera poses lies at the heart of 3D reconstruction, SLAM and visual odometry. Registration relies on the ability to compute discriminative 2D features in successive camera images for determining feature correspondences, which is very challenging in f…

Cited by 8SourceScholar