You have learnt to build your own HMM-based POS tagger and implement the Viterbi algorithm using the Penn Treebank training corpus. The vanilla Viterbi algorithm we had written had resulted in ~87% ...

This project demonstrates the implementation of Part-of-Speech (POS) tagging utilizing a Hidden Markov Model (HMM) and the Viterbi algorithm. The dataset employed for this project is the Penn Treebank ...

The Viterbi Algorithm, the elegant 41-year-old logical tool for rapidly eliminating dead end possibilities in reception of digital data, has a new application to go alongside its ubiquitous daily use ...

With the consumer demand for richer content and its resultant , increasing high data bandwidth continuing to drive communications systems, coding for error control ...

Abstract: The Viterbi algorithm has been successfully applied to different pattern recognition and communication tasks. However, if some observations are corrupted by unknown impulsives noise which ...

Automated tracking of living cells in microscopy image sequences is an important and challenging problem. With this application in mind, we propose a global track linking algorithm, which links cell ...

Abstract: IoT is a revolutionary technology which empowers physical devices with the ability to communicate and take collaborative decision without human intervention. Among the various protocol ...