User profiles for Guoyan Zheng
 | Guoyan Zheng, Prof. Dr.Professor of Shanghai Jiao Tong University, China Verified email at ieee.org Cited by 9301 |
Crowd counting with deep negative correlation learning
Deep convolutional networks (ConvNets) have achieved unprecedented performances on
many computer vision tasks. However, their adaptations to crowd counting on single images …
many computer vision tasks. However, their adaptations to crowd counting on single images …
Reconstruction of patient-specific 3D bone surface from 2D calibrated fluoroscopic images and point distribution model
Reconstruction of patient-specific 3D bone surface from 2D calibrated fluoroscopic images
and a point distribution model is discussed. We present a 2D/3D reconstruction scheme …
and a point distribution model is discussed. We present a 2D/3D reconstruction scheme …
[HTML][HTML] Evaluation of algorithms for multi-modality whole heart segmentation: an open-access grand challenge
Abstract Knowledge of whole heart anatomy is a prerequisite for many clinical applications.
Whole heart segmentation (WHS), which delineates substructures of the heart, can be very …
Whole heart segmentation (WHS), which delineates substructures of the heart, can be very …
Evaluation and comparison of anatomical landmark detection methods for cephalometric x-ray images: a grand challenge
Cephalometric analysis is an essential clinical and research tool in orthodontics for the
orthodontic analysis and treatment planning. This paper presents the evaluation of the methods …
orthodontic analysis and treatment planning. This paper presents the evaluation of the methods …
Tilt and rotation correction of acetabular version on pelvic radiographs
Anteroposterior pelvic radiographs are the gold standard of imaging for mechanical hip
problems. However, correct interpretation is difficult because the projected morphologic features …
problems. However, correct interpretation is difficult because the projected morphologic features …
[HTML][HTML] What are the radiographic reference values for acetabular under-and overcoverage?
Background Both acetabular undercoverage (hip dysplasia) and overcoverage (pincer-type
femoroacetabular impingement) can result in hip osteoarthritis. In contrast to undercoverage, …
femoroacetabular impingement) can result in hip osteoarthritis. In contrast to undercoverage, …
[HTML][HTML] Why rankings of biomedical image analysis competitions should be interpreted with care
International challenges have become the standard for validation of biomedical image
analysis methods. Given their scientific impact, it is surprising that a critical analysis of common …
analysis methods. Given their scientific impact, it is surprising that a critical analysis of common …
Standardized assessment of automatic segmentation of white matter hyperintensities and results of the WMH segmentation challenge
Quantification of cerebral white matter hyperintensities (WMH) of presumed vascular origin
is of key importance in many neurological research studies. Currently, measurements are …
is of key importance in many neurological research studies. Currently, measurements are …
A 2D/3D correspondence building method for reconstruction of a patient-specific 3D bone surface model using point distribution models and calibrated X-ray images
G Zheng, S Gollmer, S Schumann, X Dong… - Medical image …, 2009 - Elsevier
Constructing a 3D bone surface model from a limited number of calibrated 2D X-ray images
(eg 2) and a 3D point distribution model is a challenging task, especially, when we would …
(eg 2) and a 3D point distribution model is a challenging task, especially, when we would …
Benchmark on automatic six-month-old infant brain segmentation algorithms: the iSeg-2017 challenge
Accurate segmentation of infant brain magnetic resonance (MR) images into white matter (WM),
gray matter (GM), and cerebrospinal fluid is an indispensable foundation for early …
gray matter (GM), and cerebrospinal fluid is an indispensable foundation for early …