My research in problem formulations based on decomposition into low-rank +additive tensors concerns its evaluation and its applications to background/foreground separation. Thus, my main research can be summarized in the following points:
1. Incremental Tensor Decomposition
RPCA Tensor Decomposition: This research concerns incremental algorithms for background/foreground separation. (1 Conference)
2. Stochastic Tensor Decomposition
Stochastic RPCA Tensor Decomposition: This research concerns the extension of stochastic RPCA matrix to tensor and online algorithms for background/foreground separation. (2 Conferences)
3. Tensor Completion
Tensor Completion: This research concerns robust tensor compleation for background initialization. (1 Conference)
Publications (4): 4 conferences.
Note: My publications are available on Academia, Research Gate, Researchr, ORCID and Publication List.