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Amirreza Farnoosh
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Invariant Representation Learning for Infant Pose Estimation with Small Data
X Huang, N Fu, S Liu, K Vyas, A Farnoosh, S Ostadabbas
2021 16th IEEE International Conference on Automatic Face and Gesture …, 2021
372021
DeepPBM: Deep probabilistic background model estimation from video sequences
A Farnoosh, B Rezaei, S Ostadabbas
International Conference on Pattern Recognition, 608-621, 2021
28*2021
Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting
A Farnoosh, B Azari, S Ostadabbas
Proceedings of the AAAI Conference on Artificial Intelligence. 35 (8), 7394 …, 2021
212021
Development of use-specific high-performance cyber-nanomaterial optical detectors by effective choice of machine learning algorithms
D Hejazi, S Liu, A Farnoosh, S Ostadabbas, S Kar
Machine Learning: Science and Technology 1 (2), 025007, 2020
19*2020
G-LBM: Generative Low-Dimensional Background Model Estimation from Video Sequences
B Rezaei, A Farnoosh, S Ostadabbas
European Conference on Computer Vision (ECCV 2020) 12357, 293-310, 2020
152020
Augmenting human spatial navigation via sensory substitution
B Dunbar, J Hynes-Bruell, E Shi, G Moo, B Wisheart, T Kolongowski, ...
2017 IEEE MIT Undergraduate Research Technology Conference (URTC), 1-4, 2017
122017
A bayesian dynamical approach for human action recognition
A Farnoosh, Z Wang, S Zhu, S Ostadabbas
Sensors 21 (16), 5613, 2021
92021
Neural topographic factor analysis for fmri data
E Sennesh, Z Khan, Y Wang, JB Hutchinson, A Satpute, J Dy, ...
Advances in Neural Information Processing Systems 33, 12046-12056, 2020
72020
First-person indoor navigation via vision-inertial data fusion
A Farnoosh, M Nabian, P Closas, S Ostadabbas
2018 IEEE/ION Position, Location and Navigation Symposium (PLANS), 1213-1222, 2018
72018
Deep Markov Factor Analysis: Towards Concurrent Temporal and Spatial Analysis of fMRI Data
A Farnoosh, S Ostadabbas
Advances in Neural Information Processing Systems 34, 2021
62021
Dynamical deep generative latent modeling of 3d skeletal motion
A Farnoosh, S Ostadabbas
International Journal of Computer Vision, 1-12, 2022
52022
Deep Markov spatio-temporal factorization
A Farnoosh, B Rezaei, EZ Sennesh, Z Khan, J Dy, A Satpute, ...
arXiv preprint arXiv:2003.09779, 2020
52020
Spatially-continuous plantar pressure reconstruction using compressive sensing
A Farnoosh, S Ostadabbas, M Nourani
Machine Learning for Healthcare Conference, 13-24, 2017
42017
Introduction to Indoor GeoNet
A Farnoosh, S Ostadabbas
CVPR Workshop on 3D Scene Understanding for Vision, Graphics and Robotics, 2019
32019
Information theoretic evaluation of brain connectivity compared to cross correlation using simulated resting state fmri data
A Farnoosh, H Soltanian-Zadeh
2017 Iranian Conference on Electrical Engineering (ICEE), 107-112, 2017
22017
Postmortem Magnetic Resonance Imaging of In Utero Fetuses and Its Relationship With Postmortem Interval: A Multi-Organ Observational Study on Reduced Fetuses of Complicated …
B Moradi, Z Habibi, N Badraqe, M Rahmani, M Shirazi, FR Sharbaf, ...
Journal of magnetic resonance imaging: JMRI, 2022
2022
Unsupervised Learning of Low-Dimensional Dynamical Representations from Spatiotemporal Data
A Farnoosh
Northeastern University, 2021
2021
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Articles 1–17