Image Processing (Recognition)

general
1

Hi all,

Problem Statement
I need to recognize the word when a sign is performed.

I am currently working on a project for Indian Sign Language Recognition. I’ve segmented the head and hand regions. I’ve used particle filter to track these 3 regions and I obtaining the trace of each of these gestures as the feature(using centroid of each region). After obtaining the trace , can I use DTW(dynamic Time Warping Algorithm) to classify the gestures?? Or can you suggest some other method?

2

I, along with my teammates, worked on a similar project named ‘Hand Gesture Recognition’ during final year of my undergrad. My team used Hidden Markov Model for the pattern recognition part. Maybe you can also use the same.

3

Thanks , Can you suggest best place to learn about HMM. I don have any clue on how to implement it. Pls help me with resources