eleas ahmed - Academia.edu (original) (raw)
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Papers by eleas ahmed
The Korea Institute For Structural Maintenance and Inspection, Nov 1, 2007
2021 Systems and Information Engineering Design Symposium (SIEDS), 2021
2021 International Conference on Information Technology (ICIT)
Sign language is a system of communication using visual gestures and signs, and is generally used... more Sign language is a system of communication using visual gestures and signs, and is generally used by people who have speech or hearing difficulties. To make those people included in the verbal communication community it’s important to under-stand the gesture they’re using to communicate. Often people who do not use the gesture in real life could not understand what the gesture represents. In this paper, we’re proposing a solution to detect the alphabet and numbers that are each gesture providing. There are already some methods proposed that use deep learning for recognizing sign language. However, the effective uses of these models are limited. We are proposing a YOLOv5 based solution as it’s lightweight, fast, and has good accuracy. We use a benchmark data set (MU_HandImages_ASL) to train and evaluate the model. We achieved 95% precision, 97% recall, 98% map@0.5, and 98% map@0.5:0.95 score which is adequate to recognize the gesture in real-time.
2021 International Conference on Information Technology (ICIT)
The data structure design of Boustrophedon Linked List made some good contributions in the genera... more The data structure design of Boustrophedon Linked List made some good contributions in the generation process of combinatorial objects. In literature, various methods can be used to looplessly generate multi-set permutation. Here we devise a way for generating multi-set permutation looplessly by using Boustrophedon Linked List and prefix reversal technique.
The Korea Institute For Structural Maintenance and Inspection, Nov 1, 2007
2021 Systems and Information Engineering Design Symposium (SIEDS), 2021
2021 International Conference on Information Technology (ICIT)
Sign language is a system of communication using visual gestures and signs, and is generally used... more Sign language is a system of communication using visual gestures and signs, and is generally used by people who have speech or hearing difficulties. To make those people included in the verbal communication community it’s important to under-stand the gesture they’re using to communicate. Often people who do not use the gesture in real life could not understand what the gesture represents. In this paper, we’re proposing a solution to detect the alphabet and numbers that are each gesture providing. There are already some methods proposed that use deep learning for recognizing sign language. However, the effective uses of these models are limited. We are proposing a YOLOv5 based solution as it’s lightweight, fast, and has good accuracy. We use a benchmark data set (MU_HandImages_ASL) to train and evaluate the model. We achieved 95% precision, 97% recall, 98% map@0.5, and 98% map@0.5:0.95 score which is adequate to recognize the gesture in real-time.
2021 International Conference on Information Technology (ICIT)
The data structure design of Boustrophedon Linked List made some good contributions in the genera... more The data structure design of Boustrophedon Linked List made some good contributions in the generation process of combinatorial objects. In literature, various methods can be used to looplessly generate multi-set permutation. Here we devise a way for generating multi-set permutation looplessly by using Boustrophedon Linked List and prefix reversal technique.