Sign Language Recognition: A Deep Survey

Hand sign language recognition using multi-view hand skeleton

(2020) Razieh Rastgoo et al.   EXPERT SYSTEMS WITH APPLICATIONS

Multimodal Hand Gesture Recognition Combining Temporal and Pose Information Based on CNN Descriptors and Histogram of Cumulative Magnitudes

(2020) Edwin Escobedo Cardenas et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Dynamic gesture recognition by using CNNs and star RGB: A temporal information condensation

(2020) Clebeson Canuto dos Santos et al.   NEUROCOMPUTING

SMPLR: Deep learning based SMPL reverse for 3D human pose and shape recovery

(2020) Meysam Madadi et al.   PATTERN RECOGNITION

Structure-aware human pose estimation with graph convolutional networks

(2020) Yanrui Bin et al.   PATTERN RECOGNITION

Isolated sign language recognition using Convolutional Neural Network hand modelling and Hand Energy Image

(2019) Kian Ming Lim et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A Deep Neural Framework for Continuous Sign Language Recognition by Iterative Training

(2019) Runpeng Cui et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Accurate and efficient 3D hand pose regression for robot hand teleoperation using a monocular RGB camera

(2019) Francisco Gomez-Donoso et al.   EXPERT SYSTEMS WITH APPLICATIONS

MultiD-CNN: A multi-dimensional feature learning approach based on deep convolutional networks for gesture recognition in RGB-D image sequences

(2019) Abdessamad Elboushaki et al.   EXPERT SYSTEMS WITH APPLICATIONS

Robust 3D Hand Pose Estimation From Single Depth Images Using Multi-View CNNs

(2018) Liuhao Ge et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Depth-Based Hand Pose Estimation: Methods, Data, and Challenges

(2018) James Steven Supančič et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

3D human pose estimation from depth maps using a deep combination of poses

(2018) Manuel J. Marín-Jiménez et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Learning a deep network with spherical part model for 3D hand pose estimation

(2018) Tzu-Yang Chen et al.   PATTERN RECOGNITION

On the role of multimodal learning in the recognition of sign language

(2018) Pedro M. Ferreira et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Multi-Modal Deep Hand Sign Language Recognition in Still Images Using Restricted Boltzmann Machine

(2018) Razieh Rastgoo et al.   Entropy

Region-Based Convolutional Networks for Accurate Object Detection and Segmentation

(2016) Ross Girshick et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Action recognition from depth sequences using weighted fusion of 2D and 3D auto-correlation of gradients features

(2016) Chen Chen et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Robust Articulated-ICP for Real-Time Hand Tracking

(2015) Andrea Tagliasacchi et al.   COMPUTER GRAPHICS FORUM

Continuous sign language recognition: Towards large vocabulary statistical recognition systems handling multiple signers

(2015) Oscar Koller et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

A Real-Time Hand Posture Recognition System Using Deep Neural Networks

(2015) Ao Tang et al.   ACM Transactions on Intelligent Systems and Technology

Recognition of Hand Gestures Observed by Depth Cameras

(2015) Tomasz Kapuscinski et al.   International Journal of Advanced Robotic Systems

Real-Time Continuous Pose Recovery of Human Hands Using Convolutional Networks

(2014) Jonathan Tompson et al.   ACM TRANSACTIONS ON GRAPHICS

Human3.6M: Large Scale Datasets and Predictive Methods for 3D Human Sensing in Natural Environments

(2014) Catalin Ionescu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE