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Abin Jose

3 accepted papers

2023

End-to-End Classification of Cell-Cycle Stages with Center-Cell Focus Tracker Using Recurrent Neural Networks

ICASSP 2023accepted

Cell division, or mitosis, guarantees the accurate inheritance of the genomic information kept in the cell nucleus. Malfunctions in this process cause a threat to the health and life of the organism, including cancer and other manifold diseases. It is therefore crucial to study in detail the cell-cy…

Cited by 0SourceScholar
2022

Deep Hashing with Hash Center Update for Efficient Image Retrieval

ICASSP 2022accepted

In this paper, we propose an approach for learning binary hash codes for image retrieval. Canonical Correlation Analysis (CCA) is used to design two loss functions for training a neural network such that the correlation between the two views to CCA is maximum. The main motivation for using CCA for f…

Cited by 0SourceScholar