A CNN-LSTM based ensemble framework for in-air handwritten Assamese character recognition

A Choudhury, KK Sarma - Multimedia Tools and Applications, 2021 - Springer
In-air handwriting is a contemporary human computer interaction (HCI) technique which
enables users to write and communicate in free space in a simple and intuitive manner. Air …

Designing a smart speaking system for voiceless community

S Alagarsamy, RR Subramanian, PK Bobba… - Expert Clouds and …, 2022 - Springer
Voiceless people are facing a lot of issues in establishing a communication with normal
people. Usually, the normal people are not professionally trained in sign language, and …

Visual gesture-based character recognition systems for design of assistive technologies for people with special necessities

A Choudhury, KK Sarma - Handmade Teaching Materials for …, 2019 - igi-global.com
In the present scenario, around 15% of the world's population experience some form of
disability. So, there has been an enormous increase in the demand for assistive techniques …

A novel approach for gesture spotting in an assamese gesture-based character recognition system using a unique geometrical feature set

A Choudhury, KK Sarma - 2018 5th International Conference …, 2018 - ieeexplore.ieee.org
Gesture Recognition (GR) systems have gained tremendous importance in recent times as
these have established themselves as important elements of Human Computer Interaction …

A vision-based framework for spotting and segmentation of gesture-based Assamese characters written in the air

A Choudhury, KK Sarma - Journal of Information Technology …, 2021 - igi-global.com
The task of automatic gesture spotting and segmentation is challenging for determining the
meaningful gesture patterns from continuous gesture-based character sequences. This …

A two stage framework for detection and segmentation of writing events in air-written assamese characters

A Choudhury, KK Sarma - … , PReMI 2019, Tezpur, India, December 17-20 …, 2019 - Springer
Gestural air-writing involves the process of writing continuous characters or words in free
space using hand or finger motion. It differs from traditional pen-based writing from the fact …

The fingertip detection and character recognition technique by using Leap Motion controller in air

P Sharma - Asian Journal For Convergence In Technology (AJCT) …, 2018 - asianssr.org
Abstract Leap Motion Controller is a 3D Gesture Recognition tool which track the movement
of hand and objects in its scenario. The controller provides position of object in 3D space in …

An Overview on State-of-Art in Mid-Air Writing and Recognition Systems

AK Singh, L Kane, A Khanna, T Choudhury - Innovations in Cyber …, 2021 - Springer
Moving hand in the air with an intention to convey a character, symbol, or word is a dynamic
gesture. These gestures are characterized by projected trajectories of the hand movement …

Video Processing Algorithm to Detect Air Gesture to Assist Wheelchair Bound People

HR Raksha, N Basavaraj - Perspectives in Communication …, 2018 - pices-journal.com
Depending on the disease or disability, for multiple reasons wheelchairs are used either
transitory or permanent. Some Wheel chair bound people may not have upper body strength …