Junhua Zhang

Orcid: 0000-0002-3534-6277

Affiliations:
  • Yunnan University, Department of Electronic Engineering, Kunming, China
  • University of Alberta, Department of Radiology and Diagnostic Imaging, Edmonton, AB, Canada (2007 - 2008)
  • Fudan University, Electronic Engineering Department, Shanghai, China (PhD 2007)


According to our database1, Junhua Zhang authored at least 32 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
An end-to-end convolutional network for estimating the essential matrix.
Image Vis. Comput., February, 2023

2022
FM-Net: Deep Learning Network for the Fundamental Matrix Estimation from Biplanar Radiographs.
Comput. Methods Programs Biomed., 2022

Automatic identification of three-dimensional morphometric features of vertebrae.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022

Diagnosis of ulcerative colitis from endoscopic images based on deep learning.
Biomed. Signal Process. Control., 2022

Estimating the fundamental matrix based on the end-to-end convolutional network.
Appl. Intell., 2022

An automatic method for landmark identification of the 3D vertebrae.
Proceedings of the ICCAI '22: 8th International Conference on Computing and Artificial Intelligence, Tianjin, China, March 18, 2022

2020
Locations of optimally matched Gabor atoms from ultrasound RF echoes for inter-scatterer spacing estimation.
Comput. Methods Programs Biomed., 2020

Detection of Eupatorium Adenophorum Based on Migration Learning.
Proceedings of the ICCAI '20: 2020 6th International Conference on Computing and Artificial Intelligence, 2020

2019
Convolutional neural network-based registration for mosaicing of microscopic images.
J. Electronic Imaging, 2019

Ultrasound simulation model incorporating incident and reflected wave propagations along a common carotid artery.
Comput. Biol. Medicine, 2019

2017
Computer-Aided Cobb Measurement Based on Automatic Detection of Vertebral Slopes Using Deep Neural Network.
Int. J. Biomed. Imaging, 2017

A novel method for separating harmonic from ultrasonic echo signals using improved complete ensemble empirical mode decomposition with adaptive noise algorithm.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

2015
Three-dimensional assessment of scoliosis based on ultrasound data.
Proceedings of the Eighth International Conference on Machine Vision, 2015

2014
A novel quadrature clutter rejection approach based on the multivariate empirical mode decomposition for bidirectional Doppler ultrasound signals.
Biomed. Signal Process. Control., 2014

A novel heuristic algorithm in field GIS-based emergency path finding.
Proceedings of the IEEE International Conference on Information and Automation, 2014

Path planning based on firefly algorithm and Bezier curve.
Proceedings of the IEEE International Conference on Information and Automation, 2014

A simple approach for 3D reconstruction of the spine from biplanar radiography.
Proceedings of the Sixth International Conference on Digital Image Processing, 2014

2013
3-D Reconstruction of the Spine From Biplanar Radiographs Based on Contour Matching Using the Hough Transform.
IEEE Trans. Biomed. Eng., 2013

Hough transform-based approach for estimating 3D rotation angles of vertebrae from biplanar radiographs using GPU-acceleration.
Int. J. Imaging Syst. Technol., 2013

Computerized Lenke classification of scoliotic spine.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Comparison of geometric torsion in scoliosis under Lenke classification.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A simulator for mixed Doppler ultrasound signals from pulsatile blood flow and vessel wall with mild stenosis.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
A computer simulation model for Doppler ultrasound signals from pulsatile blood flow in stenosed vessels.
Comput. Biol. Medicine, 2012

Estimating vertebral orientation from biplanar radiography based on contour matching.
Proceedings of CBMS 2012, 2012

2010
Computer-aided assessment of scoliosis on posteroanterior radiographs.
Medical Biol. Eng. Comput., 2010

Snake-based approach for segmenting pedicles in radiographs and its application in three-dimensional vertebrae reconstruction.
Proceedings of the International Conference on Image Processing, 2010

2009
Automatic Cobb Measurement of Scoliosis Based on Fuzzy Hough Transform with Vertebral Shape Prior.
J. Digit. Imaging, 2009

An improved graph cut segmentation method for cervical lymph nodes on sonograms and its relationship with node's shape assessment.
Comput. Medical Imaging Graph., 2009

A Modified Particle Swarm Optimizer with Dynamical Inertia Weight.
Proceedings of the Fuzzy Information and Engineering, 2009

2008
A rough margin based support vector machine.
Inf. Sci., 2008

Computer-aided diagnosis of cervical lymph nodes on ultrasonography.
Comput. Biol. Medicine, 2008

2007
Ultrasonographic feature selection and pattern classification for cervical lymph nodes using support vector machines.
Comput. Methods Programs Biomed., 2007


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