Applying deep neural networks for the automatic recognition of sign language words: A communication aid to deaf agriculturists

Hand sign language recognition using multi-view hand skeleton

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

Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network

(2020) Alex Sherstinsky   PHYSICA D-NONLINEAR PHENOMENA

A survey of the recent architectures of deep convolutional neural networks

(2020) Asifullah Khan et al.   ARTIFICIAL INTELLIGENCE REVIEW

Understanding vision-based continuous sign language recognition

(2020) Neena Aloysius et al.   MULTIMEDIA TOOLS AND APPLICATIONS

An efficient method for human hand gesture detection and recognition using deep learning convolutional neural networks

(2020) P. S. Neethu et al.   SOFT COMPUTING

Enhancement of surgical hand gesture recognition using a capsule network for a contactless interface in the operating room

(2020) A-reum Lee et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Chronological pattern indexing: An efficient feature extraction method for hand gesture recognition with Leap Motion

(2020) Safa Ameur et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

A novel hybrid bidirectional unidirectional LSTM network for dynamic hand gesture recognition with Leap Motion

(2020) Safa Ameur et al.   Entertainment Computing

Human hand gesture recognition with convolutional neural networks for K-12 double-teachers instruction mode classroom

(2020) Jixin Wang et al.   INFRARED PHYSICS & TECHNOLOGY

Sign Language Recognition: A Deep Survey

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

Intelligent human hand gesture recognition by local–global fusing quality-aware features

(2020) Tao Song et al.   Future Generation Computer Systems-The International Journal of eScience

Automatic hand gesture recognition using hybrid meta-heuristic-based feature selection and classification with Dynamic Time Warping

(2020) Manisha Kowdiki et al.   Computer Science Review

A multi-scale descriptor for real time RGB-D hand gesture recognition

(2020) Yao Huang et al.   PATTERN RECOGNITION LETTERS

Heterogeneous hand gesture recognition using 3D dynamic skeletal data

(2019) Quentin De Smedt et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Sign Language Recognition Systems: A Decade Systematic Literature Review

(2019) Ankita Wadhawan et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Facial expression recognition based on deep convolution long short-term memory networks of double-channel weighted mixture

(2019) Hepeng Zhang et al.   PATTERN RECOGNITION LETTERS

Dynamic Hand Gesture Recognition Using 3DCNN and LSTM with FSM Context-Aware Model

(2019) Noorkholis Luthfil Hakim et al.   SENSORS

Fusion of 2D CNN and 3D DenseNet for Dynamic Gesture Recognition

(2019) Erhu Zhang et al.   Electronics

A Signer Independent Sign Language Recognition with Co-articulation Elimination from Live Videos: An Indian Scenario

(2019) P.K. Athira et al.   Journal of King Saud University-Computer and Information Sciences

Exploiting Recurrent Neural Networks and Leap Motion Controller for the Recognition of Sign Language and Semaphoric Hand Gestures

(2018) Danilo Avola et al.   IEEE TRANSACTIONS ON MULTIMEDIA

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

(2018) Juan C. Núñez et al.   PATTERN RECOGNITION

Deep convolution neural network for image recognition

(2018) Boukaye Boubacar Traore et al.   Ecological Informatics

A review of hand gesture and sign language recognition techniques

(2017) Ming Jin Cheok et al.   International Journal of Machine Learning and Cybernetics

Dynamic Hand Gesture Recognition With Leap Motion Controller

(2016) Wei Lu et al.   IEEE SIGNAL PROCESSING LETTERS

Recent methods and databases in vision-based hand gesture recognition: A review

(2015) Pramod Kumar Pisharady et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Dynamic Sign Language Recognition for Smart Home Interactive Application Using Stochastic Linear Formal Grammar

(2015) Muhammad Rizwan Abid et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Deep learning

(2015) Yann LeCun et al.   NATURE

Robust Part-Based Hand Gesture Recognition Using Kinect Sensor

(2013) Zhou Ren et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Vision based hand gesture recognition for human computer interaction: a survey

(2012) Siddharth S. Rautaray et al.   ARTIFICIAL INTELLIGENCE REVIEW