Yi Xu

Orcid: 0000-0001-6508-4469

Affiliations:
  • Shanghai Jiao Tong University, School of Electronic Information and Electrical Engineering, China


According to our database1, Yi Xu authored at least 108 papers between 2006 and 2023.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
SGCL: Spatial guided contrastive learning on whole-slide pathological images.
Medical Image Anal., October, 2023

Fast Quaternion Product Units for Learning Disentangled Representations in $\mathbb {SO}(3)$.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Hierarchical multiple proxy loss for deep metric learning.
Digit. Signal Process., March, 2023

SLPD: Slide-Level Prototypical Distillation for WSIs.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Breast Lesion Diagnosis Using Static Images and Dynamic Video.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Background Clustering Pre-Training for Few-Shot Segmentation.
Proceedings of the IEEE International Conference on Image Processing, 2023

Interventional Bag Multi-Instance Learning On Whole-Slide Pathological Images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Fine-Grained Video Captioning via Graph-based Multi-Granularity Interaction Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational Data.
CoRR, 2022

HIRL: A General Framework for Hierarchical Image Representation Learning.
CoRR, 2022

Self Supervised Lesion Recognition For Breast Ultrasound Diagnosis.
CoRR, 2022

Enhancing Non-Mass Breast Ultrasound Cancer Classification with Knowledge Transfer.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Self Supervised Lesion Recognition for Breast Ultrasound Diagnosis.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

SepLUT: Separable Image-Adaptive Lookup Tables for Real-Time Image Enhancement.
Proceedings of the Computer Vision - ECCV 2022, 2022

Posterior Refinement on Metric Matrix Improves Generalization Bound in Metric Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022

AdaInt: Learning Adaptive Intervals for 3D Lookup Tables on Real-time Image Enhancement.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

HCSC: Hierarchical Contrastive Selective Coding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Anatomy-Aware Self-Supervised Learning for Aligned Multi-Modal Medical Data.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Using BI-RADS Stratifications as Auxiliary Information for Breast Masses Classification in Ultrasound Images.
IEEE J. Biomed. Health Informatics, 2021

Decoupled gradient harmonized detector for partial annotation: Application to signet ring cell detection.
Neurocomputing, 2021

Enhanced Breast Lesion Classification via Knowledge Guided Cross-Modal and Semantic Data Augmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Self-Supervised Disentangled Embedding For Robust Image Classification.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020
MUGGLE: MUlti-Stream Group Gaze Learning and Estimation.
IEEE Trans. Circuits Syst. Video Technol., 2020

Relational Learning Between Multiple Pulmonary Nodules via Deep Set Attention Transformers.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Quaternion Product Units for Deep Learning on 3D Rotation Groups.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Recognition oriented facial image quality assessment via deep convolutional neural network.
Neurocomputing, 2019

User tailored colorization using automatic scribbles and hierarchical features.
Digit. Signal Process., 2019

Evaluating and Boosting Uncertainty Quantification in Classification.
CoRR, 2019

Disentangled Deep Autoencoding Regularization for Robust Image Classification.
CoRR, 2019

Probabilistic Radiomics: Ambiguous Diagnosis with Controllable Shape Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Cross Modality Alignment of Medical Volumes using Spatio-Semantic Attentive Cycle-GAN.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Single-Image Rain Removal Via Multi-Scale Cascading Image Generation.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018
Flexible Network Binarization with Layer-Wise Priority.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Quaternion Convolutional Neural Networks.
Proceedings of the Computer Vision - ECCV 2018, 2018

Geometric Constrained Joint Lane Segmentation and Lane Boundary Detection.
Proceedings of the Computer Vision - ECCV 2018, 2018

Scale-Transferrable Object Detection.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Crowd Counting via Adversarial Cross-Scale Consistency Pursuit.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Enhancing pulmonary nodule detection via cross-modal alignment.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

On the Impact of Environmental Sound on Perceived Visual Quality.
Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Deep Cross-Modality Alignment for Multi-Shot Person Re-IDentification.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Pedestrian Detection via Bi-directional Multi-scale Analysis.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Pedestrian Detection Using ACF Based Fast R-CNN.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2017

Video Segmentation via Multiple Granularity Analysis.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
When Correlation Filters Meet Convolutional Neural Networks for Visual Tracking.
IEEE Signal Process. Lett., 2016

Exploiting neural models for no-reference image quality assessment.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Recognition Oriented Facial Image Quality Assessment via Deep Convolutional Neural Network.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2016

2015
Single Image Superresolution Based on Gradient Profile Sharpness.
IEEE Trans. Image Process., 2015

Vector Sparse Representation of Color Image Using Quaternion Matrix Analysis.
IEEE Trans. Image Process., 2015

Real time and scene invariant crowd counting: Across a line or inside a region.
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Dictionary Learning with Mutually Reinforcing Group-Graph Structures.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Online Pedestrian Tracking Using Ensemble Color Feature.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014
Separation of Weak Reflection from a Single Superimposed Image.
IEEE Signal Process. Lett., 2014

HEASK: Robust homography estimation based on appearance similarity and keypoint correspondences.
Pattern Recognit., 2014

Blind image quality assessment based on a new feature of nature scene statistics.
Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

The mathematical models of serum HE4 and CA125 combined application to improve the pelvic tumor differential diagnosis rate.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

Quaternion Phase Congruency model for edge saliency map extraction and image blur measurement.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2014

2013
A generalized EMD with body prior for pedestrian identification.
J. Vis. Commun. Image Represent., 2013

Quaternion based optical flow estimation for robust object tracking.
Digit. Signal Process., 2013

Measuring orderliness based on social force model in collective motions.
Proceedings of the 2013 Visual Communications and Image Processing, 2013

Separation of weak reflection from a single superimposed image using gradient profile sharpness.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Quaternion-based sparse representation of color image.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Self-example based super-resolution with fractal-based gradient enhancement.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

An image quality assessment metric based on quaternion wavelet transform.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

No-reference image blur assessment based on gradient profile sharpness.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2013

2012
Robust object tracking with bidirectional corner matching and trajectory smoothness algorithm.
Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 2012

Colorization Using Quaternion Algebra with Automatic Scribble Generation.
Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

An Efficient Synthesizing and Tone-Mapping System for High Dynamic Range Images.
Proceedings of the Advances on Digital Television and Wireless Multimedia Communications, 2012

Image super-resolution based on a novel edge sharpness prior.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

A Robust Homography Estimation Method Based on Keypoint Consensus and Appearance Similarity.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Robust single image super-resolution based on gradient enhancement.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011
Time Varying Dynamic Bayesian Network for Nonstationary Events Modeling and Online Inference.
IEEE Trans. Signal Process., 2011

Image colorization using Bayesian nonlocal inference.
J. Electronic Imaging, 2011

Crowd instability analysis using velocity-field based social force model.
Proceedings of the 2011 IEEE Visual Communications and Image Processing, 2011

Separation of superimposed images with unknown motions using sparsity priors.
Proceedings of the 2011 IEEE Visual Communications and Image Processing, 2011

Hypothesis comparison guided cross validation for unsupervised signer adaptation.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Human identification using body prior and generalized EMD.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Gait identification by sparse representation.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

2010
Fire Surveillance Method Based on Quaternionic Wavelet Features.
Proceedings of the Advances in Multimedia Modeling, 2010

Part-based human gait identification under clothing and carrying condition variations.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Bayesian error concealment with DCT pyramid.
Proceedings of the IEEE International Conference on Acoustics, 2010

Separating Reflections from a Single Image Using Spatial Smoothness and Structure Information.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Improving Detector of Viola and Jones through SVM.
Proceedings of the Computer Vision - ACCV 2010 Workshops, 2010

QWT: Retrospective and New Applications.
Proceedings of the Geometric Algebra Computing - in Engineering and Computer Science., 2010

2009
CamShift guided particle filter for visual tracking.
Pattern Recognit. Lett., 2009

Improved Intra-coding Methods for H.264/AVC.
EURASIP J. Adv. Signal Process., 2009

Shanghai Jiao Tong University participation in high-level feature extraction and surveillance event detection at TRECVID 2009.
Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

Structure-Preserving Colorization Based on Quaternionic Phase Reconstruction.
Proceedings of the Advances in Multimedia Information Processing, 2009

Metric Learning for Regression Problems and Human Age Estimation.
Proceedings of the Advances in Multimedia Information Processing, 2009

Spatiotemporal Phase Congruency Based Invariant Features for Human Behavior Classification.
Proceedings of the Advances in Multimedia Information Processing, 2009

Learning distance metric for regression by semidefinite programming with application to human age estimation.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Event recognition with time varying Hidden Markov Model.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Efficient Deblocking With Coefficient Regularization, Shape-Adaptive Filtering, and Quantization Constraint.
IEEE Trans. Multim., 2008

Efficient Image Deblocking Based on Postfiltering in Shifted Windows.
IEEE Trans. Circuits Syst. Video Technol., 2008

No-reference noticeable blockiness estimation in images.
Signal Process. Image Commun., 2008

Unified deblocking for discrete cosine transfer compressed images.
J. Electronic Imaging, 2008

Shanghai Jiao Tong University participation in high-level feature extraction, automatic search and surveillance event detectionat TRECVID 2008.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Color image watermarking using local quaternion Fourier spectral analysis.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Local Quaternionic Gabor Binary Patterns for color face recognition.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Quaternion wavelet phase based stereo matching for uncalibrated images.
Pattern Recognit. Lett., 2007

LGPS: Phase Based Image Quality Assessment Metric.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2007

Shifted Window Based Filtering for Alleviating Blocking Artifacts.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2007

Multi-Scale Gabor Phase-Based Stereo Matching using Graph Cuts.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

A Unified Framework for Removing Blocking Artifacts.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Cooperative Stereo Matching using Quaternion Wavlets and Top-Down Segmentation.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

2D Quaternion Fourier Transform: The Spectrum Properties and its Application in Color Image Registration.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

2006
GES: a new image quality assessment metric based on energy features in Gabor transform domain.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Modeling Blocking Visual Sensitivity Profile.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006


  Loading...