1 code implementation • 3 Dec 2023 • Huzheng Yang, James Gee, Jianbo Shi
This mapping method, FactorTopy, is plug-and-play for any deep-network; with it, one can paint a picture of the network onto the brain (literally!).
no code implementations • 17 Nov 2023 • Rohit Jena, Ganesh Subramanian Iyer, Siddharth Choudhary, Brandon Smith, Pratik Chaudhari, James Gee
We propose SplatArmor, a novel approach for recovering detailed and animatable human models by `armoring' a parameterized body model with 3D Gaussians.
1 code implementation • 2 Aug 2023 • Huzheng Yang, James Gee, Jianbo Shi
Our ensemble model without memory input (61. 4) can also stand a 3rd place.
no code implementations • 26 Jul 2023 • Huzheng Yang, Jianbo Shi, James Gee
We use this diversity to our advantage by introducing the All-for-One training recipe, which divides the challenging one-big-model problem into multiple small models, with the small models aggregating the knowledge while preserving the distinction between the different functional regions.
no code implementations • 15 Mar 2023 • Rohit Jena, Pratik Chaudhari, James Gee, Ganesh Iyer, Siddharth Choudhary, Brandon M. Smith
Human reconstruction and synthesis from monocular RGB videos is a challenging problem due to clothing, occlusion, texture discontinuities and sharpness, and framespecific pose changes.
1 code implementation • 20 Sep 2022 • Michael S. Yao, Allison Chae, Matthew T. MacLean, Anurag Verma, Jeffrey Duda, James Gee, Drew A. Torigian, Daniel Rader, Charles Kahn, Walter R. Witschey, Hersh Sagreiya
Early diagnosis of Type 2 Diabetes Mellitus (T2DM) is crucial to enable timely therapeutic interventions and lifestyle modifications.
no code implementations • CVPR 2023 • Rohit Jena, Lukas Zhornyak, Nehal Doiphode, Pratik Chaudhari, Vivek Buch, James Gee, Jianbo Shi
Correctness of instance segmentation constitutes counting the number of objects, correctly localizing all predictions and classifying each localized prediction.
1 code implementation • 10 Jul 2019 • Jiancong Wang, Long Xie, Paul Yushkevich, James Gee
Geodesic shooting has been successfully applied to diffeo-morphic registration of point sets.
no code implementations • 10 Jul 2019 • Jiancong Wang, Yu-Hua Chen, Yifan Wu, Jianbo Shi, James Gee
Single image super-resolution (SISR) reconstruction for magnetic resonance imaging (MRI) has generated significant interest because of its potential to not only speed up imaging but to improve quantitative processing and analysis of available image data.