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John S. Zelek

3 accepted papers

2026

IVISION-2DCD: A Long-Term Change Detection Dataset for Large-Scale Outdoor Construction Monitoring

ICRA 2026poster

Automation in construction is essential for reducing costs and human errors in large-scale projects. We approach the construction progress monitoring from the aspect of detecting changes in construction sites. As construction buildings continue to evolve in geometry and appearance over time, change …

Cited by 0Scholar
2025

MGSO: Monocular Real-Time Photometric SLAM with Efficient 3D Gaussian Splatting

ICRA 2025

Real-time SLAM with dense 3D mapping is computationally challenging, especially on resource-limited devices. The recent development of 3D Gaussian Splatting (3DGS) offers a promising approach for real-time dense 3D reconstruction. However, existing 3DGS-based SLAM systems struggle to balance hardwar

Cited by 7SourceScholar
2024

Seeing Beyond the Crop: Using Language Priors for Out-of-Bounding Box Keypoint Prediction

NeurIPS 2024poster

Accurate estimation of human pose and the pose of interacting objects, like a hockey stick, is crucial for action recognition and performance analysis, particularly in sports. Existing methods capture the object along with the human in the bounding boxes, assuming all keypoints are visible within th…

Cited by 0SourcePDFScholar