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Jaeho Shin

6 accepted papers

2026

SA-VLM V2: Useful, Comprehensive, and Concise Guidance for Guide-Dog Robots Assisting the Visually Impaired

ICRA 2026poster

The development of guide dog robots is expected to enhance the mobility and safety of visually impaired individuals outdoors. To assist these users in real-world navigation, walking guidance should be useful, comprehensive, and concise so that instructions are both actionable and easy to follow. Whi…

Cited by 0Scholar
2026

The More the Better? Confidence-Driven Residual Weighting and Depth Fusion for Multi-RGB-D Inertial Odometry

ICRA 2026poster

Multi-camera systems hold considerable promise for enhancing visual odometry by expanding the field of view, yet simply adding more cameras does not guarantee higher accuracy. Because increasing the number of cameras also raises the likelihood of degraded or misaligned views, appropriate handling is…

2025

Registration beyond Points: General Affine Subspace Alignment via Geodesic Distance on Grassmann Manifold

ICCV 2025poster

Affine Grassmannian has been favored for expressing proximity between lines and planes due to its theoretical exactness in measuring distances among features. Despite this advantage, the existing method can only measure the proximity without yielding the distance as an explicit function of rigid bod…

2024

PeLiCal: Targetless Extrinsic Calibration via Penetrating Lines for RGB-D Cameras with Limited Co-visibility

ICRA 2024poster

RGB-D cameras are crucial in robotic perception, given their ability to produce images augmented with depth data. However, their limited field of view (FOV) often requires multiple cameras to cover a broader area. In multi-camera RGB-D setups, the goal is typically to reduce camera overlap, optimizi…

Cited by 2SourcecodeScholar
2024

Unbiased Estimator for Distorted Conics in Camera Calibration

CVPR 2024highlight

In the literature points and conics have been major features for camera geometric calibration. Although conics are more informative features than points the loss of the conic property under distortion has critically limited the utility of conic features in camera calibration. Many existing approache…