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...

Detaylı Bibliyografya
Asıl Yazarlar:	Pfister, T, Simonyan, K, Charles, J, Zisserman, A
Materyal Türü:	Conference item
Dil:	English
Baskı/Yayın Bilgisi:	Springer 2015

Benzer Materyaller

Automatic and efficient human pose estimation for sign language videos
Yazar:: Charles, J, ve diğerleri
Baskı/Yayın Bilgisi: (2013)

Flowing ConvNets for human pose estimation in videos
Yazar:: Pfister, T, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

Personalizing human video pose estimation
Yazar:: Charles, J, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

Two-stream convolutional networks for action recognition in videos
Yazar:: Simonyan, K, ve diğerleri
Baskı/Yayın Bilgisi: (2014)

Age Estimation of Faces in Videos Using Head Pose Estimation and Convolutional Neural Networks
Yazar:: Beichen Zhang, ve diğerleri
Baskı/Yayın Bilgisi: (2022-05-01)

Advancing human pose and gesture recognition
Yazar:: Pfister, T
Baskı/Yayın Bilgisi: (2015)

Hand Gesture Recognition in Video Sequences Using Deep Convolutional and Recurrent Neural Networks
Yazar:: Obaid Falah, ve diğerleri
Baskı/Yayın Bilgisi: (2020-05-01)

Very deep convolutional networks for large-scale image recognition
Yazar:: Simonyan, K, ve diğerleri
Baskı/Yayın Bilgisi: (2015)

Deep convolutional neural network-based Bernoulli heatmap for head pose estimation
Yazar:: Hu, Zhongxu, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Spacecraft Homography Pose Estimation with Single-Stage Deep Convolutional Neural Network
Yazar:: Shengpeng Chen, ve diğerleri
Baskı/Yayın Bilgisi: (2024-03-01)

Reading text in the wild with convolutional neural networks
Yazar:: Jaderberg, M, ve diğerleri
Baskı/Yayın Bilgisi: (2015)

Reading text in the wild with convolutional neural networks
Yazar:: Jaderberg, M, ve diğerleri
Baskı/Yayın Bilgisi: (2014)

Upper body pose estimation with temporal sequential forests
Yazar:: Charles, J, ve diğerleri
Baskı/Yayın Bilgisi: (2014)

Benchmarking convolutional neural networks for object segmentation and pose estimation
Yazar:: Le, Tiffany Anh Mai
Baskı/Yayın Bilgisi: (2018)

Grasping Pose Estimation for Robots Based on Convolutional Neural Networks
Yazar:: Tianjiao Zheng, ve diğerleri
Baskı/Yayın Bilgisi: (2023-10-01)

Head Pose Estimation Based on Robust Convolutional Neural Network
Yazar:: Bao Jiao, ve diğerleri
Baskı/Yayın Bilgisi: (2016-12-01)

Deep inside convolutional networks: visualising image classification models and saliency maps
Yazar:: Simonyan, K, ve diğerleri
Baskı/Yayın Bilgisi: (2014)

Deep insights into convolutional networks for video recognition
Yazar:: Feichtenhofer, C, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Recognition of Holoscopic 3D Video Hand Gesture Using Convolutional Neural Networks
Yazar:: Norah Alnaim, ve diğerleri
Baskı/Yayın Bilgisi: (2020-04-01)

Domain-adaptive discriminative one-shot learning of gestures
Yazar:: Pfister, T, ve diğerleri
Baskı/Yayın Bilgisi: (2014)

Robotic object pose estimation with deep neural networks
Yazar:: Wu, Jimmy, M. Eng. Massachusetts Institute of Technology
Baskı/Yayın Bilgisi: (2018)

Deformable pose traversal convolution for 3D action and gesture recognition
Yazar:: Weng, Junwu, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

PosePropagationNet: Towards Accurate and Efficient Pose Estimation in Videos
Yazar:: Yu Liu, ve diğerleri
Baskı/Yayın Bilgisi: (2020-01-01)

Deep Learning Based Technical Classification of Badminton Pose with Convolutional Neural Networks
Yazar:: Tukino Tukino, ve diğerleri
Baskı/Yayın Bilgisi: (2024-04-01)

Simultaneous Face Detection and Pose Estimation Using Convolutional Neural Network Cascade
Yazar:: Hao Wu, ve diğerleri
Baskı/Yayın Bilgisi: (2018-01-01)

Vision-Based Spacecraft Pose Estimation via a Deep Convolutional Neural Network for Noncooperative Docking Operations
Yazar:: Thaweerath Phisannupawong, ve diğerleri
Baskı/Yayın Bilgisi: (2020-08-01)

Personalised pose estimation from single-plane moving fluoroscope images using deep convolutional neural networks.
Yazar:: Florian Vogl, ve diğerleri
Baskı/Yayın Bilgisi: (2022-01-01)

Vision-based hand pose estimation and gesture recognition
Yazar:: Liang, Hui
Baskı/Yayın Bilgisi: (2015)

Application of Convolutional Neural Network in Dynamic Gesture Tracking
Yazar:: LI Dongjie, LI Dongge, YANG Liu
Baskı/Yayın Bilgisi: (2020-05-01)

WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans.
Yazar:: Laetitia Hebert, ve diğerleri
Baskı/Yayın Bilgisi: (2021-04-01)

3D convolutional neural networks for efficient and robust hand pose estimation from single depth images
Yazar:: Ge, Liuhao, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Return of the devil in the details: delving deep into convolutional nets
Yazar:: Chatfield, K, ve diğerleri
Baskı/Yayın Bilgisi: (2014)

Return of the devil in the details: delving deep into convolutional nets
Yazar:: Chatfield, K, ve diğerleri
Baskı/Yayın Bilgisi: (2014)

Human pose search using deep networks
Yazar:: Jammalamadaka, N, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

Efficient Real-Time Sports Action Pose Estimation via EfficientPose and Temporal Graph Convolution
Yazar:: Yuanzhe Ma, ve diğerleri
Baskı/Yayın Bilgisi: (2025-01-01)

OpenPose based Smoking Gesture Recognition System using Artificial Neural Network
Yazar:: Tae-Yeong Jeong, ve diğerleri
Baskı/Yayın Bilgisi: (2023-01-01)

Multi-Person Pose Estimation Using Group-Based Convolutional Neural Network Model
Yazar:: Shuhena Salam Aonty, ve diğerleri
Baskı/Yayın Bilgisi: (2023-01-01)

Head Pose Estimation in the Wild Assisted by Facial Landmarks Based on Convolutional Neural Networks
Yazar:: Jiahao Xia, ve diğerleri
Baskı/Yayın Bilgisi: (2019-01-01)

Deep convolutional neural network-based Leveraging Lion Swarm Optimizer for gesture recognition and classification
Yazar:: Mashael Maashi, ve diğerleri
Baskı/Yayın Bilgisi: (2024-03-01)

Compact Spatial Pyramid Pooling Deep Convolutional Neural Network Based Hand Gestures Decoder
Yazar:: Akm Ashiquzzaman, ve diğerleri
Baskı/Yayın Bilgisi: (2020-11-01)