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praneet195 authored Jan 16, 2025
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<h3>Compression of 3D/4D Gaussian Splats</h3>
<span class="timeline">Sep 2024 - Dec 2024</span>
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<p>This project was part of my fall internship at Dolby. During my internship, I designed an end-to-end neural network based compression algorithm for 3D gaussian splats. I also worked on compressing spherical harmonic coefficients of 3D gaussian splats (occupy ~50% size) using conventional inter-frame video coding tools.</p>
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<li> Designed an end-to-end neural network-based compression algorithm for 3D Gaussian splats during my internship at Dolby </li>
<li> Developed techniques to compress spherical harmonic coefficients (~50% size) using inter-frame video coding tools, achieving significant storage and bandwidth efficiency </li>
<li> Applied hybrid methods combining neural networks and conventional tools, contributing to advanced 3D content compression solutions </li>
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