An online algorithm for separating sparse and low-dimensional signal sequences from their sum H Guo, C Qiu, N Vaswani IEEE Transactions on Signal Processing 62 (16), 4284-4297, 2014 | 163 | 2014 |
Handbook of robust low-rank and sparse matrix decomposition: Applications in image and video processing T Bouwmans, NS Aybat, E Zahzah CRC Press, 2016 | 129 | 2016 |
Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees J Zhan, B Lois, H Guo, N Vaswani International Conference on Artificial Intelligence and Statistics (AISTATS …, 2016 | 50 | 2016 |
Practical ReProCS for separating sparse and low-dimensional signal sequences from their sum — Part 2 H Guo, N Vaswani, C Qiu IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2014 | 36 | 2014 |
Correlated-PCA: principal components' analysis when data and noise are correlated N Vaswani, H Guo Advances in Neural Information Processing Systems 29, 2016 | 24 | 2016 |
Video denoising via online sparse and low-rank matrix decomposition H Guo, N Vaswani Statistical Signal Processing Workshop (SSP), 2016 | 21 | 2016 |
Selecting logo images using machine-learning-logo classifiers V Swaminathan, S Mitra, H Guo US Patent 11,106,944, 2021 | 15 | 2021 |
Video denoising via dynamic video layering H Guo, N Vaswani IEEE signal processing letters 25 (7), 1009-1013, 2018 | 13 | 2018 |
Open-domain trending hashtag recommendation for videos S Mehta, S Sarkhel, X Chen, S Mitra, V Swaminathan, R Rossi, A Aminian, ... 2021 IEEE International Symposium on Multimedia (ISM), 174-181, 2021 | 6 | 2021 |
Text-based framework for video object selection SN Patel, K Garg, H Guo, A Aminian, A Misraa US Patent App. 17/531,568, 2023 | 1 | 2023 |
A Scalable Data Augmentation and Training Pipeline for Logo Detection H Guo, V Swaminathan, S Mitra 2019 IEEE International Symposium on Multimedia (ISM), 48-487, 2019 | 1 | 2019 |
Open-domain trending hashtag recommendations S Sarkhel, X Chen, V Swaminathan, S Mehta, S Mitra, R Rossi, H Guo, ... US Patent 12,050,647, 2024 | | 2024 |
Processing framework for temporal-consistent face manipulation in videos H Guo, K Garg, A Aminian, A Misraa, W Marino, NH Thien US Patent App. 17/751,322, 2023 | | 2023 |
An online algorithm for separating sparse and low-dimensional signal sequences from their sum, and its applications in video processing H Guo Iowa State University, 2019 | | 2019 |
Online Robust Principal Components Analysis N Vaswani, C Qiu, B Lois, H Guo, J Zhan Handbook on "Robust Low-Rank and Sparse Matrix Decomposition: Applications …, 2016 | | 2016 |
Practical ReProCS for separating sparse and lowdimensional signal sequences from their sum H Guo, C Qiu, N Vaswani Preprint 308, 2013 | | 2013 |