[PDF][PDF] Hidden Markov model for identification of different marks on human body in forensic perspective

DG Savakar, A Kannur - International Journal of Modern Education …, 2019 - mecs-press.net
This paper proposes a computational forensic methodology which identify and classify
different marks on the human body using Hidden Markov model. The methodology gives an …

A practical aspect of identification and classifying of Guns based on gunshot wound patterns using gene expression programming

DG Savakar, A Kannur - Pattern Recognition and Image Analysis, 2016 - Springer
This paper describes a practical aspect of identification and classifying of Guns based on
gunshot wound patterns. We mark a genuinely digitized approach for the characteristic and …

A Hierarchical Support Vector Machines for Weapons Identification Using Multiple Stabbed Wound Images

A Kannur, A Kannur - … Journal of Image, Graphics and Signal …, 2022 - search.proquest.com
This paper proposes hierarchical support vector machines for weapon Identification using
images of repeated stab wound patterns caused by sharp metal weapons used in homicidal …

[PDF][PDF] Ensemble learning approach for weapon recognition using images of wound patterns: A forensic perspective

DG Savakar, A Kannur - … Journal of Image, Graphics and Signal …, 2018 - mecs-press.net
This paper presents a forensic perspective way of recognizing the weapons by processing
wound patterns using ensemble learning that gives an effective forensic computational …

An extremely randomized trees method for weapons classification based on wound patterns of sharp metals using ultrasound images

DG Savakar, A Kannur - Iran Journal of Computer Science, 2019 - Springer
The use of digital images has increased and great strides have been made in the area of
forensic science, pathology and other technological discoveries, there is a great need for …

[PDF][PDF] Comparative Analysis of Techniques for the Recognition of Stabbed Wound and Accidental Wound Patterns

DG Savakar, A Kannur - International Journal of Computer Applications - researchgate.net
The Paper proposed a comparative analysis of wound patterns for the process of recognition
whether the wound is stabbed wounds using any sharp metals or accidental wounds. The …