Siamese neural networks: An overview

D Chicco - Artificial neural networks, 2021 - Springer
Similarity has always been a key aspect in computer science and statistics. Any time two
element vectors are compared, many different similarity approaches can be used …

A survey of cutting-edge multimodal sentiment analysis

U Singh, K Abhishek, HK Azad - ACM Computing Surveys, 2024 - dl.acm.org
The rapid growth of the internet has reached the fourth generation, ie, web 4.0, which
supports Sentiment Analysis (SA) in many applications such as social media, marketing, risk …

The jester dataset: A large-scale video dataset of human gestures

J Materzynska, G Berger, I Bax… - Proceedings of the …, 2019 - openaccess.thecvf.com
Gesture recognition and its application in human-computer interfaces have been growing
increasingly popular in recent years. Although many gestures can be recognized from a …

Egogesture: a new dataset and benchmark for egocentric hand gesture recognition

Y Zhang, C Cao, J Cheng, H Lu - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Gesture is a natural interface in human-computer interaction, especially interacting with
wearable devices, such as VR/AR helmet and glasses. However, in the gesture recognition …

A survey of depth and inertial sensor fusion for human action recognition

C Chen, R Jafari, N Kehtarnavaz - Multimedia Tools and Applications, 2017 - Springer
A number of review or survey articles have previously appeared on human action
recognition where either vision sensors or inertial sensors are used individually …

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

PK Pisharady, M Saerbeck - Computer Vision and Image Understanding, 2015 - Elsevier
Successful efforts in hand gesture recognition research within the last two decades paved
the path for natural human–computer interaction systems. Unresolved challenges such as …

Chalearn looking at people rgb-d isolated and continuous datasets for gesture recognition

J Wan, Y Zhao, S Zhou, I Guyon… - Proceedings of the …, 2016 - cv-foundation.org
In this paper, we present two large video multi-modal datasets for RGB and RGB-D gesture
recognition: the ChaLearn LAP RGB-D Isolated Gesture Dataset (IsoGD) and the …

Methods, databases and recent advancement of vision-based hand gesture recognition for hci systems: A review

D Sarma, MK Bhuyan - SN Computer Science, 2021 - Springer
Hand gesture recognition is viewed as a significant field of exploration in computer vision
with assorted applications in the human–computer communication (HCI) community. The …

Activity recognition for ambient assisted living with videos, inertial units and ambient sensors

CM Ranieri, S MacLeod, M Dragone, PA Vargas… - Sensors, 2021 - mdpi.com
Worldwide demographic projections point to a progressively older population. This fact has
fostered research on Ambient Assisted Living, which includes developments on smart …

Vision and inertial sensing fusion for human action recognition: A review

S Majumder, N Kehtarnavaz - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Human action recognition is used in many applications such as video surveillance, human-
computer interaction, assistive living, and gaming. Many papers have appeared in the …