Dense statistic versus sparse feature-based approach for 3D object recognition

A Hidden Markov Model approach for appea

A Hidden Markov Model approach for appearance-based 3D object recognition

✍ Manuele Bicego; Umberto Castellani; Vittorio Murino 📂 Article 📅 2005 🏛 Elsevier Science 🌐 English ⚖ 380 KB

In this paper, a new appearance-based 3D object classification method is proposed based on the Hidden Markov Model (HMM) approach. Hidden Markov Models are a widely used methodology for sequential data modelling, of growing importance in the last years. In the proposed approach, each view is subdivi