Deep convolutional neural networks for efficient pose estimation in gesture videos

Deep convolutional neural networks for efficient pose estimation in gesture videos

Our objective is to efficiently and accurately estimate the upper body pose of humans in gesture videos. To this end, we build on the recent successful applications of deep convolutional neural networks (ConvNets). Our novelties are: (i) our method is the first to our knowledge to use ConvNets for e...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид:	Pfister, T, Simonyan, K, Charles, J, Zisserman, A
Формат:	Conference item
Хэл сонгох:	English
Хэвлэсэн:	Springer 2015

Ижил төстэй зүйлс

Automatic and efficient human pose estimation for sign language videos
-н: Charles, J, зэрэг
Хэвлэсэн: (2013)

Flowing ConvNets for human pose estimation in videos
-н: Pfister, T, зэрэг
Хэвлэсэн: (2016)

Personalizing human video pose estimation
-н: Charles, J, зэрэг
Хэвлэсэн: (2016)

Two-stream convolutional networks for action recognition in videos
-н: Simonyan, K, зэрэг
Хэвлэсэн: (2014)

Age Estimation of Faces in Videos Using Head Pose Estimation and Convolutional Neural Networks
-н: Beichen Zhang, зэрэг
Хэвлэсэн: (2022-05-01)

Advancing human pose and gesture recognition
-н: Pfister, T
Хэвлэсэн: (2015)

Hand Gesture Recognition in Video Sequences Using Deep Convolutional and Recurrent Neural Networks
-н: Obaid Falah, зэрэг
Хэвлэсэн: (2020-05-01)

Very deep convolutional networks for large-scale image recognition
-н: Simonyan, K, зэрэг
Хэвлэсэн: (2015)

Deep convolutional neural network-based Bernoulli heatmap for head pose estimation
-н: Hu, Zhongxu, зэрэг
Хэвлэсэн: (2022)

Spacecraft Homography Pose Estimation with Single-Stage Deep Convolutional Neural Network
-н: Shengpeng Chen, зэрэг
Хэвлэсэн: (2024-03-01)

Reading text in the wild with convolutional neural networks
-н: Jaderberg, M, зэрэг
Хэвлэсэн: (2015)

Reading text in the wild with convolutional neural networks
-н: Jaderberg, M, зэрэг
Хэвлэсэн: (2014)

Upper body pose estimation with temporal sequential forests
-н: Charles, J, зэрэг
Хэвлэсэн: (2014)

Benchmarking convolutional neural networks for object segmentation and pose estimation
-н: Le, Tiffany Anh Mai
Хэвлэсэн: (2018)

Grasping Pose Estimation for Robots Based on Convolutional Neural Networks
-н: Tianjiao Zheng, зэрэг
Хэвлэсэн: (2023-10-01)

Head Pose Estimation Based on Robust Convolutional Neural Network
-н: Bao Jiao, зэрэг
Хэвлэсэн: (2016-12-01)

Deep inside convolutional networks: visualising image classification models and saliency maps
-н: Simonyan, K, зэрэг
Хэвлэсэн: (2014)

Deep insights into convolutional networks for video recognition
-н: Feichtenhofer, C, зэрэг
Хэвлэсэн: (2019)

Recognition of Holoscopic 3D Video Hand Gesture Using Convolutional Neural Networks
-н: Norah Alnaim, зэрэг
Хэвлэсэн: (2020-04-01)

Domain-adaptive discriminative one-shot learning of gestures
-н: Pfister, T, зэрэг
Хэвлэсэн: (2014)

Robotic object pose estimation with deep neural networks
-н: Wu, Jimmy, M. Eng. Massachusetts Institute of Technology
Хэвлэсэн: (2018)

Deformable pose traversal convolution for 3D action and gesture recognition
-н: Weng, Junwu, зэрэг
Хэвлэсэн: (2020)

PosePropagationNet: Towards Accurate and Efficient Pose Estimation in Videos
-н: Yu Liu, зэрэг
Хэвлэсэн: (2020-01-01)

Deep Learning Based Technical Classification of Badminton Pose with Convolutional Neural Networks
-н: Tukino Tukino, зэрэг
Хэвлэсэн: (2024-04-01)

Simultaneous Face Detection and Pose Estimation Using Convolutional Neural Network Cascade
-н: Hao Wu, зэрэг
Хэвлэсэн: (2018-01-01)

Vision-Based Spacecraft Pose Estimation via a Deep Convolutional Neural Network for Noncooperative Docking Operations
-н: Thaweerath Phisannupawong, зэрэг
Хэвлэсэн: (2020-08-01)

Personalised pose estimation from single-plane moving fluoroscope images using deep convolutional neural networks.
-н: Florian Vogl, зэрэг
Хэвлэсэн: (2022-01-01)

Vision-based hand pose estimation and gesture recognition
-н: Liang, Hui
Хэвлэсэн: (2015)

Application of Convolutional Neural Network in Dynamic Gesture Tracking
-н: LI Dongjie, LI Dongge, YANG Liu
Хэвлэсэн: (2020-05-01)

WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans.
-н: Laetitia Hebert, зэрэг
Хэвлэсэн: (2021-04-01)

3D convolutional neural networks for efficient and robust hand pose estimation from single depth images
-н: Ge, Liuhao, зэрэг
Хэвлэсэн: (2019)

Return of the devil in the details: delving deep into convolutional nets
-н: Chatfield, K, зэрэг
Хэвлэсэн: (2014)

Return of the devil in the details: delving deep into convolutional nets
-н: Chatfield, K, зэрэг
Хэвлэсэн: (2014)

Human pose search using deep networks
-н: Jammalamadaka, N, зэрэг
Хэвлэсэн: (2016)

Efficient Real-Time Sports Action Pose Estimation via EfficientPose and Temporal Graph Convolution
-н: Yuanzhe Ma, зэрэг
Хэвлэсэн: (2025-01-01)

OpenPose based Smoking Gesture Recognition System using Artificial Neural Network
-н: Tae-Yeong Jeong, зэрэг
Хэвлэсэн: (2023-01-01)

Multi-Person Pose Estimation Using Group-Based Convolutional Neural Network Model
-н: Shuhena Salam Aonty, зэрэг
Хэвлэсэн: (2023-01-01)

Head Pose Estimation in the Wild Assisted by Facial Landmarks Based on Convolutional Neural Networks
-н: Jiahao Xia, зэрэг
Хэвлэсэн: (2019-01-01)

Deep convolutional neural network-based Leveraging Lion Swarm Optimizer for gesture recognition and classification
-н: Mashael Maashi, зэрэг
Хэвлэсэн: (2024-03-01)

Compact Spatial Pyramid Pooling Deep Convolutional Neural Network Based Hand Gestures Decoder
-н: Akm Ashiquzzaman, зэрэг
Хэвлэсэн: (2020-11-01)