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Santanu Chaudhury

3 accepted papers

2024

LISR: Learning Linear 3D Implicit Surface Representation Using Compactly Supported Radial Basis Functions

AAAI 2024technical

Implicit 3D surface reconstruction of an object from its partial and noisy 3D point cloud scan is the classical geometry processing and 3D computer vision problem. In the literature, various 3D shape representations have been developed, differing in memory efficiency and shape retrieval effectivenes…

Cited by 5SourcePDFScholar
2023

On AI-Assisted Pneumoconiosis Detection from Chest X-rays

IJCAI 2023poster

According to theWorld Health Organization, Pneumoconiosis affects millions of workers globally, with an estimated 260,000 deaths annually. The burden of Pneumoconiosis is particularly high in low-income countries, where occupational safety standards are often inadequate, and the prevalence of…

Cited by 2SourcePDFScholar
2016

Pose estimation of texture-less cylindrical objects in bin picking using sensor fusion

IROS 2016poster

We propose an approach for emptying of bin using a combination of Image and Range sensor. Offering a complete solution: calibration, segmentation and pose estimation, along with approachability analysis for the estimated pose. The work is novel in the sense that the objects to be picked are featurel…

Cited by 17SourceScholar