Yongyi Yang
Orcid: 0000-0003-3564-3260
According to our database1,
Yongyi Yang
authored at least 180 papers
between 1990 and 2024.
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Bibliography
2024
Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search.
CoRR, 2024
HERTA: A High-Efficiency and Rigorous Training Algorithm for Unfolded Graph Neural Networks.
CoRR, 2024
Improving Temporal Resolution in Clinical Cardiac-gated SPECT Studies via Surrogate Training in Deep Learning Denoising.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
2023
Proceedings of the 5th International Conference on Robotics, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Assessment of Deep-Learning Based Motion Compensation on Detection of Perfusion Defects in Cardiac-Gated SPECT Images.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations.
Proceedings of the International Conference on Machine Learning, 2023
Exploring Anatomical Similarity in Cardiac-Gated Spect Images for A Deep Learning Network.
Proceedings of the IEEE International Conference on Image Processing, 2023
2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
A Feasibility Study of Motion Compensation for Cardiac Gated Spect Images Using a Cascaded Network.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
A Study of Deep Learning Networks for Motion Compensation in Cardiac Gated Spect Images.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the IEEE Global Communications Conference, 2022
2021
A Low-Cost Multi-Failure Resilient Replication Scheme for High-Data Availability in Cloud Storage.
IEEE/ACM Trans. Netw., 2021
Improving Diagnostic Accuracy Of Reduced-Dose Studies With Full-Dose Noise-To-Noise Learning In Cardiac Spect.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Deep Learning Features for Discriminating Between Benign and Malignant Microcalcification Lesions.
Proceedings of the Image Processing: Algorithms and Systems XIX, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Accounting For Inter-Subject Variations in Deep Learning for Reduced-Dose Studies in Cardiac SPECT.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
A Regularized Approach For Respiratory Motion Estimation From Short-Time Projection Data Frames In Emission Tomography.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
2020
Improving Diagnostic Accuracy in Low-Dose SPECT Myocardial Perfusion Imaging With Convolutional Denoising Networks.
IEEE Trans. Medical Imaging, 2020
CoRR, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Deep Learning Features for Modeling Perceptual Similarity in Microcalcification Lesion Retrieval.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Personalized Models for Injected Activity Levels in SPECT Myocardial Perfusion Imaging.
IEEE Trans. Medical Imaging, 2019
IEEE Access, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Limiting Level of False-Positive Detections in Classification of Microcalcification Clusters in Mammograms.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Approximate 4D Reconstruction of Cardiac-Gated Spect Images Using a Residual Convolutional Neural Network.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
A Hierarchical Learning Approach for Detection of Clustered Microcalcifications in Mammograms.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
2018
A context-sensitive deep learning approach for microcalcification detection in mammograms.
Pattern Recognit., 2018
Improving perfusion defect detection with respiratory motion compensation in cardiac SPECT.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Reducing the effect of false positives in classification of detected clustered microcalcifications.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Context-Sensitive Deep Learning for Detection of Clustered Micro Calcifications in Mammograms.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
IEEE Trans. Medical Imaging, 2017
Estimating the Accuracy Level Among Individual Detections in Clustered Microcalcifications.
IEEE Trans. Medical Imaging, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Estimating the level of false positives in detection of microcalcifications in mammogram images.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Point process modeling for determining detection accuracy of mammographic microcalcifications.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Quantitative study of image features of clustered microcalcifications in for-presentation mammograms.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Case-based decision strategy using outlier probability in detection of microcalcifications in mammographic lesions.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Boosted classification of breast cancer by retrieval of cases having similar disease likelihood.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
A bilateral analysis scheme for false positive reduction in mammogram mass detection.
Comput. Biol. Medicine, 2015
Compensation of acquisition variations in respiratory-gated SPECT with joint statistical reconstruction.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Case-adaptive decision rule for detection of clustered microcalcifications in mammograms.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Feature saliency analysis for perceptual similarity of clustered microcalcifications.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Improving uniformity in detection performance of clustered microcalcifications in mammograms.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
2014
Proceedings of the 2014 Southwest Symposium on Image Analysis and Interpretation, 2014
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Adaboost with dummy-variable modeling for reduction of false positives in detection of clustered microcalcifications.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
Pectoral muscle segmentation in mammograms based on homogenous texture and intensity deviation.
Pattern Recognit., 2013
Spatial density modeling for discirminating between benign and malignant microcalcification lesions.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Locally optimum detection for additive watermarking in the DCT and DWT domains through non-Gaussian distributions.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013
2012
Regularization in Retrieval-Driven Classification of Clustered Microcalcifications for Breast Cancer.
Int. J. Biomed. Imaging, 2012
Adaptive kernel learning for detection of clustered microcalcifications in mammograms.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2012
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Regularized adaptive classification based on image retrieval for clustered microcalcifications.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
2011
IEEE Trans. Image Process., 2011
Proceedings of the 2011 IEEE International Workshop on Information Forensics and Security, 2011
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Temporal regularization in fully 5D reconstruction of cardiac gated dynamic SPECT images.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
2010
IEEE Trans. Image Process., 2010
Prostate Cancer Localization With Multispectral MRI Using Cost-Sensitive Support Vector Machines and Conditional Random Fields.
IEEE Trans. Image Process., 2010
4D reconstruction of cardiac gated SPECT images using a content-adaptive deformable mesh model.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Fully 5D reconstruction of gated dynamic cardiac spect images using temporal B-splines.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Motion-compensated reconstruction of gated cardiac SPECT images using a deformable mesh model.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the Computational Imaging VIII, 2010
2009
Prostate Cancer Segmentation With Simultaneous Estimation of Markov Random Field Parameters and Class.
IEEE Trans. Medical Imaging, 2009
IEEE Trans. Medical Imaging, 2009
Computer-Aided Detection and Diagnosis of Breast Cancer With Mammography: Recent Advances.
IEEE Trans. Inf. Technol. Biomed., 2009
Microcalcification classification assisted by content-based image retrieval for breast cancer diagnosis.
Pattern Recognit., 2009
Digital image processing and pattern recognition techniques for the detection of cancer.
Pattern Recognit., 2009
IEEE J. Sel. Top. Signal Process., 2009
IEEE J. Sel. Top. Signal Process., 2009
Motion-compensated post-processing of gated cardiac SPECT images using a deformable mesh model.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
2008
New Additive Watermark Detectors Based On A Hierarchical Spatially Adaptive Image Model.
IEEE Trans. Inf. Forensics Secur., 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008
Coronary artery extraction and analysis for detection of soft plaques in MDCT images.
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the Computational Imaging VI, 2008
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
Spatio-temporal MAP reconstruction of gated cardiac images using DFT basis functions.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
2007
Effect of Spatial Alignment Transformations in PCA and ICA of Functional Neuroimages.
IEEE Trans. Medical Imaging, 2007
IEEE Trans. Medical Imaging, 2007
IEEE Trans. Image Process., 2007
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Four-Dimensional Reconstruction of Gated Cardiac Spect with Attenuation and Scatter Compensation.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Additive Watermark Detectors Based on a New Hierarchical Spatially Adaptive Image Model.
Proceedings of the International Conference on Image Processing, 2007
Dynamic Image Reconstruction using Temporally Adaptive Regularization for Emission Tomography.
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the Computational Imaging V, San Jose, 2007
2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the Computational Imaging IV, San Jose, 2006
Proceedings of the Computational Imaging IV, San Jose, 2006
2005
IEEE Trans. Medical Imaging, 2005
A study on several Machine-learning methods for classification of Malignant and benign clustered microcalcifications.
IEEE Trans. Medical Imaging, 2005
IEEE Trans. Image Process., 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
A relevance vector machine technique for the automatic detection of clustered microcalcifications (Honorable Mention Poster Award).
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Relevance vector machine learning for detection of microcalcifications in mammograms.
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the Computational Imaging III, San Jose, 2005
2004
A similarity learning approach to content-based image retrieval: application to digital mammography.
IEEE Trans. Medical Imaging, 2004
IEEE Trans. Medical Imaging, 2004
Reversible Jump Markov Chain Monte Carlo Signal Detection In Functional Neuroimaging Analysis.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the Computational Imaging II, San Jose, 2004
2003
IEEE Trans. Image Process., 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the Computational Imaging, Santa Clara, 2003
2002
IEEE Trans. Medical Imaging, 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
A reversible jump Markov chain Monte Carlo algorithm for analysis of functional neuroimages.
Proceedings of the 2002 International Conference on Image Processing, 2002
A support vector machine approach for detection of microcalcifications in mammograms.
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
Proceedings of the 2000 International Conference on Image Processing, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
1997
Removal of compression artifacts using projections onto convex sets and line process modeling.
IEEE Trans. Image Process., 1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
1995
Projection-based spatially adaptive reconstruction of block-transform compressed images.
IEEE Trans. Image Process., 1995
1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
Edge-Preserving Reconstruction of Compressed Images Using Projections and a Divide-and-Conquer Strategy.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
1993
Regularized reconstruction to reduce blocking artifacts of block discrete cosine transform compressed images.
IEEE Trans. Circuits Syst. Video Technol., 1993
Regularized reconstruction to remove blocking artifacts from block discrete cosine transform compressed images.
Proceedings of the Visual Communications and Image Processing '93, 1993
Iterative projection algorithms for removing the blocking artifacts of block-DCT compressed images.
Proceedings of the IEEE International Conference on Acoustics, 1993
1990