Samik Dutta

On-machine tool prediction of flank wear from machined surface images using texture analyses and support vector regression

Samik Dutta, Surjya K. Pal, Ranjan Sen · Precision Engineering · 2015 · 114 citations

Wear Testing, Machine Vision, Machine Learning +14

Detection of tool condition from the turned surface images using an accurate grey level co-occurrence technique

Samik Dutta, Anurup Datta, N.D. Chakladar et al. · Precision Engineering · 2012 · 96 citations

Geometric Modeling, Machine Vision, Image Analysis +11

Tool condition monitoring by SVM classification of machined surface images in turning

Nagaraj Bhat, Samik Dutta, Tarun Vashisth et al. · The International Journal of Advanced Manufacturing Technology · 2015 · 64 citations

Condition Monitoring, Machine Vision, Image Analysis +15

Correlation study of tool flank wear with machined surface texture in end milling

Samik Dutta, A. Kanwat, Surjya K. Pal et al. · Measurement · 2013 · 64 citations

Engineering, Machined Surface Texture, Abrasive Machining +8

Tool condition classification in turning process using hidden Markov model based on texture analysis of machined surface images

Nagaraj Bhat, Samik Dutta, Surjya K. Pal et al. · Measurement · 2016 · 59 citations

Engineering, Industrial Engineering, Tool Condition Classification +16