☆ 4.7 Article

Mask-guided multiscale feature aggregation network for hand gesture recognition

PATTERN RECOGNITION (2024)

Related references

Note: Only part of the references are listed.

Article Computer Science, Artificial Intelligence

Unified learning approach for egocentric hand gesture recognition and fingertip detection

Mohammad Mahmudul Alam et al.

Summary: This paper introduces a unified approach for egocentric hand gesture recognition and fingertip detection, using a single convolutional neural network to predict the probabilities of finger class and positions of fingertips. The proposed method shows improved computation speed and outperforms existing approaches in experimental results.

PATTERN RECOGNITION (2022)

Add to Collection

Article Computer Science, Artificial Intelligence

A robust context attention network for human hand detection

Zhihuai Xie et al.

Summary: In this paper, a Context Attention Feature Pyramid Network (CA-FPN) is proposed for human hand detection. By inserting a novel Context Attention Module (CAM) into the feature pyramid networks, the CA-FPN captures relative contextual information and builds long-range dependencies around hands. It achieves state-of-the-art results on two public hand detection datasets and demonstrates robustness in other detection tasks.

EXPERT SYSTEMS WITH APPLICATIONS (2022)

Add to Collection

Article Computer Science, Artificial Intelligence

Hand gesture recognition via enhanced densely connected convolutional neural network

Yong Soon Tan et al.

Summary: Hand gesture recognition is essential for human communication and interaction, and has applications in human-computer interaction and bridging language barriers. Hand-crafted and deep learning approaches can tackle challenges in vision-based hand gesture recognition, with the former focusing on specific challenges and the latter adapting to various challenges through supervised learning.

EXPERT SYSTEMS WITH APPLICATIONS (2021)

Add to Collection

Article Chemistry, Multidisciplinary

Real-Time Hand Gesture Recognition Based on Deep Learning YOLOv3 Model

Abdullah Mujahid et al.

Summary: A lightweight model based on YOLO v3 and DarkNet-53 convolutional neural networks is proposed for gesture recognition. The model achieved high accuracy even in complex environments and successfully detected gestures in low-resolution picture mode.

APPLIED SCIENCES-BASEL (2021)

Add to Collection

Article Computer Science, Information Systems

3D Skeletal Gesture Recognition via Discriminative Coding on Time-Warping Invariant Riemannian Trajectories

Xin Liu et al.

Summary: The study focuses on gesture recognition using 3D skeleton-based representation, which offers invariance and sparse coding to address challenges in gesture comparison and classification. Experimental results demonstrate that the proposed method has achieved state-of-the-art performance in gesture recognition.

IEEE TRANSACTIONS ON MULTIMEDIA (2021)

Add to Collection

Article Computer Science, Artificial Intelligence

Mask-guided SSD for small-object detection

Chang Sun et al.

Summary: The proposed guided SSD (Mask-SSD) model enhances the detection of small objects by adding contextual information and segmentation mask. The feature-fusion module and segmentation branch are key components in improving performance.

APPLIED INTELLIGENCE (2021)

Add to Collection

Article Computer Science, Artificial Intelligence

Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition

Zitong Yu et al.

Summary: This study proposes a neural architecture search (NAS)-based method for RGB-D gesture recognition, which includes enhanced temporal representation and optimized backbone networks. The multi-modal multi-rate network demonstrates state-of-the-art performance on three benchmark datasets.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2021)

Add to Collection

Article Computer Science, Artificial Intelligence

3D Skeletal Gesture Recognition via Hidden States Exploration

Xin Liu et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2020)

Add to Collection

Article Computer Science, Artificial Intelligence

Hand-raising gesture detection in real classrooms using improved R-FCN

Jiaxin Si et al.

NEUROCOMPUTING (2019)

Add to Collection

Article Computer Science, Artificial Intelligence

Joint Hand Detection and Rotation Estimation Using CNN

Xiaoming Deng et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2018)

Add to Collection

Article Computer Science, Artificial Intelligence

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2018)

Add to Collection

Article Computer Science, Artificial Intelligence

Structured dynamic time warping for continuous hand trajectory gesture recognition

Jingren Tang et al.

PATTERN RECOGNITION (2018)

Add to Collection

Article Computer Science, Artificial Intelligence

Convolutional Neural Networks and Long Short-Term Memory for skeleton-based human activity and hand gesture recognition

Juan C. Nunez et al.

PATTERN RECOGNITION (2018)

Add to Collection

Article Computer Science, Artificial Intelligence

A novel finger and hand pose estimation technique for real-time hand gesture recognition

Yimin Zhou et al.

PATTERN RECOGNITION (2016)

Add to Collection

Article Computer Science, Artificial Intelligence

Training more discriminative multi-class classifiers for hand detection

Kuizhi Mei et al.

PATTERN RECOGNITION (2015)

Add to Collection

Article Computer Science, Artificial Intelligence

HEGM: A hierarchical elastic graph matching for hand gesture recognition

Yu-Ting Li et al.

PATTERN RECOGNITION (2014)

Add to Collection

Article Computer Science, Artificial Intelligence

A robust static hand gesture recognition system using geometry based normalizations and Krawtchouk moments

S. Padam Priyal et al.

PATTERN RECOGNITION (2013)

Add to Collection

© Peeref 2019-2024. All rights reserved.