Xin Yang

Orcid: 0000-0001-6252-1061

Affiliations:
  • Huazhong University of Science and Technology, Electronics and Information Engineering Department, Wuhan, China
  • University of California, Santa Barbara, Department of Electrical and Computer Engineering, CA, USA (former)


According to our database1, Xin Yang authored at least 110 papers between 2009 and 2024.

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

Timeline

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Bibliography

2024
Accurate and Efficient Stereo Matching via Attention Concatenation Volume.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2024

A Discrepancy Aware Framework for Robust Anomaly Detection.
IEEE Trans. Ind. Informatics, March, 2024

MFTrans: Modality-Masked Fusion Transformer for Incomplete Multi-Modality Brain Tumor Segmentation.
IEEE J. Biomed. Health Informatics, January, 2024

Coatrsnet: Fully Exploiting Convolution and Attention for Stereo Matching by Region Separation.
Int. J. Comput. Vis., January, 2024

Adaptive Fusion of Single-View and Multi-View Depth for Autonomous Driving.
CoRR, 2024

Selective-Stereo: Adaptive Frequency Information Selection for Stereo Matching.
CoRR, 2024

2023
Bidirectional Semi-Supervised Dual-Branch CNN for Robust 3D Reconstruction of Stereo Endoscopic Images via Adaptive Cross and Parallel Supervisions.
IEEE Trans. Medical Imaging, November, 2023

Vision Transformer With Hybrid Shifted Windows for Gastrointestinal Endoscopy Image Classification.
IEEE Trans. Circuits Syst. Video Technol., September, 2023

SDV-LOAM: Semi-Direct Visual-LiDAR Odometry and Mapping.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Affinity Feature Strengthening for Accurate, Complete and Robust Vessel Segmentation.
IEEE J. Biomed. Health Informatics, August, 2023

Unsupervised Cross-Modality Adaptation via Dual Structural-Oriented Guidance for 3D Medical Image Segmentation.
IEEE Trans. Medical Imaging, June, 2023

Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images.
Medical Image Anal., May, 2023

Accurate Cobb Angle Estimation on Scoliosis X-Ray Images via Deeply-Coupled Two-Stage Network With Differentiable Cropping and Random Perturbation.
IEEE J. Biomed. Health Informatics, March, 2023

CR-LDSO: Direct Sparse LiDAR-Assisted Visual Odometry With Cloud Reusing.
IEEE Trans. Multim., 2023

Path-Analysis-Based Reinforcement Learning Algorithm for Imitation Filming.
IEEE Trans. Multim., 2023

Region Separable Stereo Matching.
IEEE Trans. Multim., 2023

FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation.
IEEE Trans. Medical Imaging, 2023

FlowDA: Unsupervised Domain Adaptive Framework for Optical Flow Estimation.
CoRR, 2023

Memory-Efficient Optical Flow via Radius-Distribution Orthogonal Cost Volume.
CoRR, 2023

MC-Stereo: Multi-peak Lookup and Cascade Search Range for Stereo Matching.
CoRR, 2023

SAMUS: Adapting Segment Anything Model for Clinically-Friendly and Generalizable Ultrasound Image Segmentation.
CoRR, 2023

FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation.
CoRR, 2023

CGI-Stereo: Accurate and Real-Time Stereo Matching via Context and Geometry Interaction.
CoRR, 2023

FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Iterative Geometry Encoding Volume for Stereo Matching.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
RGB-D DSO: Direct Sparse Odometry With RGB-D Cameras for Indoor Scenes.
IEEE Trans. Multim., 2022

Customized Federated Learning for Multi-Source Decentralized Medical Image Classification.
IEEE J. Biomed. Health Informatics, 2022

Cell Localization and Counting Using Direction Field Map.
IEEE J. Biomed. Health Informatics, 2022

Imitation Learning-Based Algorithm for Drone Cinematography System.
IEEE Trans. Cogn. Dev. Syst., 2022

One-Shot Imitation Drone Filming of Human Motion Videos.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Convolutional-capsule network for gastrointestinal endoscopy image classification.
Int. J. Intell. Syst., 2022

Subspace-PnP: A Geometric Constraint Loss for Mutual Assistance of Depth and Optical Flow Estimation.
Int. J. Comput. Vis., 2022

SR-LIO: LiDAR-Inertial Odometry with Sweep Reconstruction.
CoRR, 2022

Deep Learning for Medical Image Segmentation: Tricks, Challenges and Future Directions.
CoRR, 2022

FedRare: Federated Learning with Intra- and Inter-Client Contrast for Effective Rare Disease Classification.
CoRR, 2022

Accurate Scoliosis Vertebral Landmark Localization on X-ray Images via Shape-constrained Multi-stage Cascaded CNNs.
CoRR, 2022

ACVNet: Attention Concatenation Volume for Accurate and Efficient Stereo Matching.
CoRR, 2022

Dual-Distribution Discrepancy for Anomaly Detection in Chest X-Rays.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

PUA-MOS: End-to-End Point-wise Uncertainty Weighted Aggregation for Moving Object Segmentation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Attention Concatenation Volume for Accurate and Efficient Stereo Matching.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Robust and Efficient RGB-D SLAM in Dynamic Environments.
IEEE Trans. Multim., 2021

Fast Depth Prediction and Obstacle Avoidance on a Monocular Drone Using Probabilistic Convolutional Neural Network.
IEEE Trans. Intell. Transp. Syst., 2021

Variation-Aware Federated Learning With Multi-Source Decentralized Medical Image Data.
IEEE J. Biomed. Health Informatics, 2021

3D-CNN-SPP: A Patient Risk Prediction System From Electronic Health Records via 3D CNN and Spatial Pyramid Pooling.
IEEE Trans. Emerg. Top. Comput. Intell., 2021

DENAO: Monocular Depth Estimation Network With Auxiliary Optical Flow.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Towards Robust Dual-View Transformation via Densifying Sparse Supervision for Mammography Lesion Matching.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Feature-Level Collaboration: Joint Unsupervised Learning of Optical Flow, Stereo Depth and Camera Motion.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Enabling a Single Deep Learning Model for Accurate Gland Instance Segmentation: A Shape-Aware Adversarial Learning Framework.
IEEE Trans. Medical Imaging, 2020

Multi-Task Siamese Network for Retinal Artery/Vein Separation via Deep Convolution Along Vessel.
IEEE Trans. Medical Imaging, 2020

Bi-Modality Medical Image Synthesis Using Semi-Supervised Sequential Generative Adversarial Networks.
IEEE J. Biomed. Health Informatics, 2020

Semi-supervised mp-MRI data synthesis with StitchLayer and auxiliary distance maximization.
Medical Image Anal., 2020

Bi-Real Net: Binarizing Deep Network Towards Real-Network Performance.
Int. J. Comput. Vis., 2020

Multi-phase and Multi-level Selective Feature Fusion for Automated Pancreas Segmentation from CT Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

D<sup>2</sup>VO: Monocular Deep Direct Visual Odometry.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

2019
Real-Time Semantic Plane Reconstruction on a Monocular Drone Using Sparse Fusion.
IEEE Trans. Veh. Technol., 2019

Bayesian DeNet: Monocular Depth Prediction and Frame-Wise Fusion With Synchronized Uncertainty.
IEEE Trans. Multim., 2019

Real-Time Dense Monocular SLAM With Online Adapted Depth Prediction Network.
IEEE Trans. Multim., 2019

A Three-Stage Deep Learning Model for Accurate Retinal Vessel Segmentation.
IEEE J. Biomed. Health Informatics, 2019

Reactive obstacle avoidance of monocular quadrotors with online adapted depth prediction network.
Neurocomputing, 2019

Fast and accurate visual odometry from a monocular camera.
Frontiers Comput. Sci., 2019

One-Shot Imitation Filming of Human Motion Videos.
CoRR, 2019

Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations.
CoRR, 2019

A Two-Stage Convolutional Neural Network for Pulmonary Embolism Detection From CTPA Images.
IEEE Access, 2019

Visual-Inertial State Estimation with Pre-integration Correction for Robust Mobile Augmented Reality.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Seg4Reg Networks for Automated Spinal Curvature Estimation.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2019

Automated Pulmonary Embolism Detection from CTPA Images Using an End-to-End Convolutional Neural Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Learning to Capture a Film-Look Video with a Camera Drone.
Proceedings of the International Conference on Robotics and Automation, 2019

MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning to Film From Professional Human Motion Videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
A Skeletal Similarity Metric for Quality Evaluation of Retinal Vessel Segmentation.
IEEE Trans. Medical Imaging, 2018

Automated Detection of Clinically Significant Prostate Cancer in mp-MRI Images Based on an End-to-End Deep Neural Network.
IEEE Trans. Medical Imaging, 2018

Joint Segment-Level and Pixel-Wise Losses for Deep Learning Based Retinal Vessel Segmentation.
IEEE Trans. Biomed. Eng., 2018

Robust and real-time pose tracking for augmented reality on mobile devices.
Multim. Tools Appl., 2018

Deep Hierarchical Machine: a Flexible Divide-and-Conquer Architecture.
CoRR, 2018

Monocular Camera Based Real-Time Dense Mapping Using Generative Adversarial Network.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

A Deep Model with Shape-Preserving Loss for Gland Instance Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Through-the-Lens Drone Filming.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

ACT: An Autonomous Drone Cinematography System for Action Scenes.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Bi-Real Net: Enhancing the Performance of 1-Bit CNNs with Improved Representational Capability and Advanced Training Algorithm.
Proceedings of the Computer Vision - ECCV 2018, 2018

StitchAD-GAN for Synthesizing Apparent Diffusion Coefficient Images of Clinically Significant Prostate Cancer.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Co-trained convolutional neural networks for automated detection of prostate cancer in multi-parametric MRI.
Medical Image Anal., 2017

V-Head: Face Detection and Alignment for Facial Augmented Reality Applications.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Joint Face Detection and Initialization for Face Alignment.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Real-time Monocular Dense Mapping for Augmented Reality.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

DeepCADx: Automated Prostate Cancer Detection and Diagnosis in mp-MRI based on Multimodal Convolutional Neural Networks.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Real-Time Dense Monocular SLAM for Augmented Reality.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Joint Detection and Diagnosis of Prostate Cancer in Multi-parametric MRI Based on Multimodal Convolutional Neural Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

REDBEE: A visual-inertial drone system for real-time moving object detection.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Joint Classification Loss and Histogram Loss for Sketch-Based Image Retrieval.
Proceedings of the Image and Graphics - 9th International Conference, 2017

2016
Renal compartment segmentation in DCE-MRI images.
Medical Image Anal., 2016

Accurate and efficient pulse measurement from facial videos on smartphones.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

OGB: A Distinctive and Efficient Feature for Mobile Augmented Reality.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Location-Aware Image Classification.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

2015
Vision-Inertial Hybrid Tracking for Robust and Efficient Augmented Reality on Smartphones.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Automatic Segmentation of Renal Compartments in DCE-MRI Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Fusion of Vision and Inertial Sensing for Accurate and Efficient Pose Tracking on Smartphones.
Proceedings of the 2015 IEEE International Symposium on Mixed and Augmented Reality, 2015

Mobile Image Search: Challenges and Methods.
Proceedings of the Mobile Cloud Visual Media Computing - From Interaction to Service, 2015

2014
Learning Optimized Local Difference Binaries for Scalable Augmented Reality on Mobile Devices.
IEEE Trans. Vis. Comput. Graph., 2014

Local Difference Binary for Ultrafast and Distinctive Feature Description.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

libLDB: a library for extracting ultrafast and distinctive binary feature description.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Geodesic Active Contours with Adaptive Configuration for Cerebral Vessel and Aneurysm Segmentation.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Accurate Vessel Segmentation with Progressive Contrast Enhancement and Canny Refinement.
Proceedings of the Computer Vision - ACCV 2014, 2014

2012
MixPad: augmenting interactive paper with mice & keyboards for cross-media and fine-grained interaction with documents.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Accelerating SURF detector on mobile devices.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

LDB: An ultra-fast feature for scalable Augmented Reality on mobile devices.
Proceedings of the 11th IEEE International Symposium on Mixed and Augmented Reality, 2012

2011
Minimum correspondence sets for improving large-scale augmented paper.
Proceedings of the 10th International Conference on Virtual Reality Continuum and its Applications in Industry, 2011

Large-scale EMM identification based on geometry-constrained visual word correspondence voting.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

2010
Mobile image search with multimodal context-aware queries.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Near-duplicate detection for images and videos.
Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining, 2009

MyFinder: near-duplicate detection for large image collections.
Proceedings of the 17th International Conference on Multimedia 2009, 2009


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