Exploration of deep learning models for localizing bare-hand in the practical environment

KS Yadav, RH Laskar, N Ahmad - Engineering Applications of Artificial …, 2023 - Elsevier
Detection and tracking of the bare-hand are vital for gesture-based human–computer
interaction systems. To detect and track the bare-hand efficiently in successive frames is …

End-to-end bare-hand localization system for human–computer interaction: a comprehensive analysis and viable solution

KS Yadav, AM Kirupakaran, RH Laskar - The Visual Computer, 2024 - Springer
Accurately localizing bare-hands is crucial for human–computer interaction systems. In real-
time systems, computational time plays a pivotal role in achieving this task within a specified …

Design of Human-Computer Interaction Gesture Tracking Model based on Improved PSO and KCF Algorithms

D He, Y Yang, R Wu - IEEE Access, 2024 - ieeexplore.ieee.org
The detection and tracking of gesture targets is an important aspect in the dynamic gesture
recognition. To meet the accuracy and speed requirements of human-computer interaction …

[PDF][PDF] Segmentation Based Real Time Anomaly Detection and Tracking Model for Pedestrian Walkways.

B Sophia, D Chitra - Intelligent Automation & Soft Computing, 2023 - cdn.techscience.cn
Presently, video surveillance is commonly employed to ensure security in public places such
as traffic signals, malls, railway stations, etc. A major challenge in video surveillance is the …

Design and development of an integrated approach towards detection and tracking of iris using deep learning

N Ahmad, KS Yadav, AM Kirupakaran… - Multimedia Tools and …, 2024 - Springer
Iris detection and tracking play an essential role in a wide range of real-world applications,
including tracking gaze, biometric authentication, virtual mouse, smart wheelchair, robotic …

[HTML][HTML] Transfer learning-based English translation text classification in a multimedia network environment

D Zheng - PeerJ Computer Science, 2024 - peerj.com
In recent years, with the rapid development of the Internet and multimedia technology,
English translation text classification has played an important role in various industries …

GCR‐Net: A deep learning‐based bare hand detection and gesticulated character recognition system for human‐computer interaction

KS Yadav, AM Kirupakaran… - … : Practice and Experience, 2023 - Wiley Online Library
Precisely detecting bare hands and recognizing the characters are two major stages in
gesticulated character recognition systems. It is very challenging to implement them in an …

Review of vision-based gesture recognition technology

Y Bao, Z Dai, P Wu - … on Optics and Machine Vision (ICOMV …, 2024 - spiedigitallibrary.org
With the emergence of deep learning methodologies, vision-based gesture recognition
technology has continuously advanced. This paper primarily delves into four main stages of …

Template Matching Using Improved Rotations Fourier Transform Method

MC Wijaya - International Journal of Electronics and …, 2022 - yadda.icm.edu.pl
Template matching is a process to identify and localize a template image on an original
image. Several methods are commonly used for template matching, one of which uses the …

Face Skin Color Detection Method Based on YUV-KL Transform

Y Chen, F Yuan - 2022 4th International Conference on Artificial …, 2022 - ieeexplore.ieee.org
In recent years, with the development of activities such as e-commerce, face recognition has
become a possible way to verify identity characteristics. The purpose of this paper is to study …