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Multiclass classification based on a deep convolutional

Ying CAI,Meng-long YANG,Jun LI

Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 11,   Pages 930-939 doi: 10.1631/FITEE.1500125

Abstract: Head pose estimation has been considered an important and challenging task in computer vision.In this paper we propose a novel method to estimate head pose based on a deep convolutional neural networkThen two convolutional neural networks are set up to train the head pose classifier and then comparedIt has better performance than state-of-the-art methods for head pose estimation.

Keywords： Head pose estimation     Deep convolutional neural network     Multiclass classification    

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Unseen head pose prediction using densemultivariate label distribution Project supported by

Gao-li SANG,Hu CHEN,Ge HUANG,Qi-jun ZHAO

Frontiers of Information Technology & Electronic Engineering 2016, Volume 17, Issue 6,   Pages 516-526 doi: 10.1631/FITEE.1500235

Abstract: Accurate head poses are useful for many face-related tasks such as face recognition, gaze estimation,head poses).However, they focus on estimating continuous head pose angles, and thus do not systematically evaluateBy incorporating both seen and unseen pose angles into MLD, the head pose predictor can estimate unseenpose estimation method can obtain the state-of-the-art performance when compared to some existing methods

Keywords： Head pose estimation     Dense multivariate label distribution     Sampling intervals     Inconsistent labels    

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Construction Activity Analysis of Workers Based on Human Posture Estimation Information

Xuhong Zhou,Shuai Li,Jiepeng Liu,Zhou Wu,Yohchia Frank Chen,

Engineering doi: 10.1016/j.eng.2023.10.004

Abstract: Identifying workers’ construction activities or behaviors can enable managers to better monitor labor efficiency and construction progress. However, current activity analysis methods for construction workers rely solely on manual observations and recordings, which consumes considerable time and has high labor costs. Researchers have focused on monitoring on-site construction activities of workers. However, when multiple workers are working together, current research cannot accurately and automatically identify the construction activity. This research proposes a deep learning framework for the automated analysis of the construction activities of multiple workers. In this framework, multiple deep neural network models are designed and used to complete worker key point extraction, worker tracking, and worker construction activity analysis. The designed framework was tested at an actual construction site, and activity recognition for multiple workers was performed, indicating the feasibility of the framework for the automated monitoring of work efficiency.

Keywords： Pose estimation     Activity analysis     Object tracking     Construction workers     Automatic systems    

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RFPose-OT: RF-based 3D human pose estimation via optimal transport theory Research Article

Cong YU, Dongheng ZHANG, Zhi WU, Zhi LU, Chunyang XIE, Yang HU, Yan CHEN,congyu@std.uestc.edu.cn,eecyan@ustc.edu.cn

Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 10,   Pages 1445-1457 doi: 10.1631/FITEE.2200550

Abstract: difference between the RF signals and the human poses, propose a transformation of the RF signals to the pose

Keywords： Radio frequency sensing     Human pose estimation     Optimal transport     Deep learning    

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Expression pattern and regulation of head-to-head genes

Xinxing CUI,Chunhong YANG,Li KANG,Guiyu ZHU,Qingqing WEI,Yunliang JIANG

Frontiers of Agricultural Science and Engineering 2014, Volume 1, Issue 2,   Pages 130-136 doi: 10.15302/J-FASE-2014013

Abstract: this study, using real-time quantitative RT-PCR, we investigated the expression pattern of and its head-to-headThese results indicate that the head-to-head genes of and exhibit similar expression in chicken follicles

Keywords： chicken     Vps36     Ckap2     mRNA     follicle    

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Basic consideration of research strategies for head and neck cancer

Jin Gao, Ben Panizza, Newell W. Johnson, Scott Coman, Alan R. Clough

Frontiers of Medicine 2012, Volume 6, Issue 4,   Pages 339-353 doi: 10.1007/s11684-012-0213-7

Abstract:

Head and neck cancer (HNC) consists of a group of malignancies affecting closely related anatomicalaims to reinforce the basic knowledge of aetiology, key risk factors related to the development of head

Keywords： clinical management     head and neck cancer     prevention and early detection     research strategies     risk factors    

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Influence of surface cracking, anchor head profile, and anchor head size on cast-in headed anchors in

Frontiers of Structural and Civil Engineering   Pages 1163-1187 doi: 10.1007/s11709-023-0987-5

Abstract: of the above prediction models depends on the effective embedment depth of the anchor and the anchor headThe influence of the anchor head profile on the tensile capacity of the anchors is found to be insignificant

Keywords： cast-in anchor     concrete cone capacity     geopolymer concrete     head size     surface crack     anchor profile    

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factors for ventilator-associated pneumonia among patients undergoing major oncological surgery for head

Yutao Liu, Yaxia Di, Shuai Fu

Frontiers of Medicine 2017, Volume 11, Issue 2,   Pages 239-246 doi: 10.1007/s11684-017-0509-8

Abstract:

Patients undergoing major oncological surgery for head and neck cancer (SHNC) have a particularly

Keywords： ventilator-associated pneumonia (VAP)     pneumonia     risk factors     surgery for head and neck cancer (SHNC)    

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Model test study for ice force on the bank-head of the lead-navigating bank

SONG An, SUN Jinliang, LU Hai, WANG Yi′an

Frontiers of Structural and Civil Engineering 2007, Volume 1, Issue 2,   Pages 222-228 doi: 10.1007/s11709-007-0027-x

Abstract: To determine the bank-head s ice force of the lead-navigating bank at key position that faces the icevelocity on the ice force , ratio of components of forces when ice sheet acting on the vertical bank-head

Keywords： comparison     lead-navigating bank     vertical bank-head     certain     Preliminary    

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Kinematic calibration of precise 6-DOF stewart platform-type positioning systems for radio telescope applications

Juan Carlos JáUREGUI, Eusebio E. HERNáNDEZ, Marco CECCARELLI, Carlos LóPEZ-CAJúN, Alejandro GARCíA

Frontiers of Mechanical Engineering 2013, Volume 8, Issue 3,   Pages 252-260 doi: 10.1007/s11465-013-0249-7

Abstract:

The pose accuracy of a parallel robot is a function of the mobile platform posture.In the first method, the pose accuracy estimation is calculated by considering the propagation of eachBoth methods can predict pose accuracy of precise robots at design stages, and/or can reduce calibration

Keywords： pose errors     error estimation     parallel robot     radio telescopes    

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Biologically inspired model of path integration based on head direction cells and grid cells

Yang ZHOU,De-wei WU

Frontiers of Information Technology & Electronic Engineering 2016, Volume 17, Issue 5,   Pages 435-448 doi: 10.1631/FITEE.1500364

Abstract: The firing of head direction cells (HDCs) and grid cells (GCs) is related to the moving direction and

Keywords： Head direction cells (HDCs)     Grid cells (GCs)     Path integration     Bionic navigation    

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Ultramicrostructure and clinical implications of satellite foci in front of the head of pterygium

LIU Haixia, XIANG Nan, ZHOU Xiongwu, HU Weikun, LI Guigang, ZHANG Hong

Frontiers of Medicine 2007, Volume 1, Issue 2,   Pages 211-214 doi: 10.1007/s11684-007-0040-4

Abstract: In our previous studies, grey satellite foci were found in the front of heads of pterygia. This research was designed to investigate the ultramicrostructure and clinical implications of these satellite foci. The satellite foci were observed and counted under slit lamp biomicroscope. The patients with eye pterygia were divided into groups in terms of occupation, sex, age, length of history, grade of congestion, and size of the heads. The SPSS 13.0 software was used for statistical analysis. The cap areas and satellite foci were ultramicrostructurally examined. Among the total 62 eyes with pterygium, satellite foci were found in 34. The overall incidence of satellite foci was 54.8%. There were no significant differences in incidence among the subjects of different sex, age, and length of history. There were significant differences in incidence among the patients of different occupation, grades of congestion, and size of heads. Higher grades of congestion, outdoor occupations and larger pterygium heads were associated with higher incidence of satellite foci. High grades of congestion and bigger heads were also correlated with the number of satellite foci. Length of history bore no correlation with number of satellite foci. Histologically, the components of the cap areas and the foci were identical, with both consisting of mass of active fibroblasts. The activated fibroblasts existed in the natural tissue planes between Bowman s layer and basal cell layer. The fibroblasts in the satellite foci and the cap areas of a pterygium show some features of tumor cells and may play a vital role in the development and progression of a pterygium. The presence and amount of satellite foci around a pterygium can be used as an indicator for the speed of its growth.
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Three New Missions Head for Mars

Mitch Leslie

Engineering 2020, Volume 6, Issue 12,   Pages 1336-1338 doi: 10.1016/j.eng.2020.10.007

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Genomic Sequencing Costs Set to Head Down Again

Robert Pollie

Engineering 2023, Volume 23, Issue 4,   Pages 3-6 doi: 10.1016/j.eng.2023.02.002

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Research and Improvement of the Pipe Space Curve of High-speed Laying Head

Liu Hongmin,Yao Shuangji,Yang Lipo,Pang Zhifeng,Li Shuanglai,Liu Wubin,Yan Shengyou,Chu Jiandong

Strategic Study of CAE 2006, Volume 8, Issue 11,   Pages 80-85

Abstract:

For the working problems of laying head of high speed wire rod, choosing cubic spline function tomodel is used to analyze the state of the wire rod and research the curve´s effect on the laying headsome improvement on the space curve and bending processing of the pipe, the working state of laying head

Keywords： high speed laying head     pipe of loop laying head     space curve    

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Title Author Date Type Operation

Multiclass classification based on a deep convolutional

Ying CAI,Meng-long YANG,Jun LI

Journal Article

Unseen head pose prediction using densemultivariate label distribution Project supported by

Gao-li SANG,Hu CHEN,Ge HUANG,Qi-jun ZHAO

Journal Article

Construction Activity Analysis of Workers Based on Human Posture Estimation Information

Xuhong Zhou,Shuai Li,Jiepeng Liu,Zhou Wu,Yohchia Frank Chen,

Journal Article

RFPose-OT: RF-based 3D human pose estimation via optimal transport theory

Cong YU, Dongheng ZHANG, Zhi WU, Zhi LU, Chunyang XIE, Yang HU, Yan CHEN,congyu@std.uestc.edu.cn,eecyan@ustc.edu.cn

Journal Article

Expression pattern and regulation of head-to-head genes

Xinxing CUI,Chunhong YANG,Li KANG,Guiyu ZHU,Qingqing WEI,Yunliang JIANG

Journal Article

Basic consideration of research strategies for head and neck cancer

Jin Gao, Ben Panizza, Newell W. Johnson, Scott Coman, Alan R. Clough

Journal Article

Influence of surface cracking, anchor head profile, and anchor head size on cast-in headed anchors in

Journal Article

factors for ventilator-associated pneumonia among patients undergoing major oncological surgery for head

Yutao Liu, Yaxia Di, Shuai Fu

Journal Article

Model test study for ice force on the bank-head of the lead-navigating bank

SONG An, SUN Jinliang, LU Hai, WANG Yi′an

Journal Article

Kinematic calibration of precise 6-DOF stewart platform-type positioning systems for radio telescope applications

Juan Carlos JáUREGUI, Eusebio E. HERNáNDEZ, Marco CECCARELLI, Carlos LóPEZ-CAJúN, Alejandro GARCíA

Journal Article

Biologically inspired model of path integration based on head direction cells and grid cells

Yang ZHOU,De-wei WU

Journal Article

Ultramicrostructure and clinical implications of satellite foci in front of the head of pterygium

LIU Haixia, XIANG Nan, ZHOU Xiongwu, HU Weikun, LI Guigang, ZHANG Hong

Journal Article

Three New Missions Head for Mars

Mitch Leslie

Journal Article

Genomic Sequencing Costs Set to Head Down Again

Robert Pollie

Journal Article

Research and Improvement of the Pipe Space Curve of High-speed Laying Head

Liu Hongmin,Yao Shuangji,Yang Lipo,Pang Zhifeng,Li Shuanglai,Liu Wubin,Yan Shengyou,Chu Jiandong

Journal Article