Michael Ying Yang

Orcid: 0000-0002-0649-9987

According to our database1, Michael Ying Yang authored at least 132 papers between 2009 and 2024.

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Bibliography

2024
Robust Shape Fitting for 3D Scene Abstraction.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2024

Transformer-based multimodal change detection with multitask consistency constraints.
Inf. Fusion, 2024

Learning from Exemplars for Interactive Image Segmentation.
CoRR, 2024

Compositional 3D Scene Synthesis with Scene Graph Guided Layout-Shape Generation.
CoRR, 2024

Convincing Rationales for Visual Question Answering Reasoning.
CoRR, 2024

LAformer: Trajectory Prediction for Autonomous Driving with Lane-Aware Scene Constraints.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
RelTR: Relation Transformer for Scene Graph Generation.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Embedding artificial intelligence in society: looking beyond the EU AI master plan using the culture cycle.
AI Soc., August, 2023

Learning Similarity between Scene Graphs and Images with Transformers.
CoRR, 2023

Generating Evidential BEV Maps in Continuous Driving Space.
CoRR, 2023

HRVQA: A Visual Question Answering Benchmark for High-Resolution Aerial Images.
CoRR, 2023

Attribute-Centric Compositional Text-to-Image Generation.
CoRR, 2023

BuilDiff: 3D Building Shape Generation using Single-Image Conditional Point Cloud Diffusion Models.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Tracing the Influence of Predecessors on Trajectory Prediction.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Interactive Image Segmentation with Cross-Modality Vision Transformers.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SSGVS: Semantic Scene Graph-to-Video Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Locality guided cross-modal feature aggregation and pixel-level fusion for multispectral pedestrian detection.
Inf. Fusion, 2022

GATraj: A Graph- and Attention-based Multi-Agent Trajectory Prediction Model.
CoRR, 2022

Text to Image Generation with Semantic-Spatial Aware GAN.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Flow-based GAN for 3D Point Cloud Generation from a Single Image.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances, and Million-AID.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Bidirectional Multi-scale Attention Networks for Semantic Segmentation of Oblique UAV Imagery.
CoRR, 2021

CABiNet: Efficient Context Aggregation Network for Low-Latency Semantic Segmentation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Exploring Dynamic Context for Multi-path Trajectory Prediction.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021


Disentangled Lifespan Face Synthesis.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Spatial-Temporal Transformer for Dynamic Scene Graph Generation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Target-Tailored Source-Transformation for Scene Graph Generation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Cuboids Revisited: Learning Robust 3D Shape Fitting to Single RGB Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Context-Aware Layout to Image Generation With Enhanced Object Appearance.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
A Deep Learning-Based Surface Defect Inspection System Using Multiscale and Channel-Compressed Features.
IEEE Trans. Instrum. Meas., 2020

Self-supervised monocular depth estimation from oblique UAV videos.
CoRR, 2020

LGENet: Local and Global Encoder Network for Semantic Segmentation of Airborne Laser Scanning Point Clouds.
CoRR, 2020

Boosting Image Super-Resolution Via Fusion of Complementary Information Captured by Multi-Modal Sensors.
CoRR, 2020

DiRS: On Creating Benchmark Datasets for Remote Sensing Image Interpretation.
CoRR, 2020

AMENet: Attentive Maps Encoder Network for Trajectory Prediction.
CoRR, 2020

LR-CNN: Local-aware Region CNN for Vehicle Detection in Aerial Imagery.
CoRR, 2020

Plug & Play Convolutional Regression Tracker for Video Object Detection.
CoRR, 2020

Context Conditional Variational Autoencoder for Predicting Multi-Path Trajectories in Mixed Traffic.
CoRR, 2020

MCENET: Multi-Context Encoder Network for Homogeneous Agent Trajectory Prediction in Mixed Traffic.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Temporally Consistent Horizon Lines.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

NODIS: Neural Ordinary Differential Scene Understanding.
Proceedings of the Computer Vision - ECCV 2020, 2020

FairNN - Conjoint Learning of Fair Representations for Fair Decisions.
Proceedings of the Discovery Science - 23rd International Conference, 2020

CONSAC: Robust Multi-Model Fitting by Conditional Sample Consensus.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Image Captioning Through Image Transformer.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Cascaded Deep Networks With Multiple Receptive Fields for Infrared Image Super-Resolution.
IEEE Trans. Circuits Syst. Video Technol., 2019

Accurate salient object detection via dense recurrent connections and residual-based hierarchical feature integration.
Signal Process. Image Commun., 2019

Detecting Building Changes between Airborne Laser Scanning and Photogrammetric Data.
Remote. Sens., 2019

Crowd-Driven and Automated Mapping of Field Boundaries in Highly Fragmented Agricultural Landscapes of Ethiopia with Very High Spatial Resolution Imagery.
Remote. Sens., 2019

Application of Deep Learning for Delineation of Visible Cadastral Boundaries from Remote Sensing Imagery.
Remote. Sens., 2019

Fusion of multispectral data through illumination-aware deep neural networks for pedestrian detection.
Inf. Fusion, 2019

Deep Neural Network for Fast and Accurate Single Image Super-Resolution via Channel-Attention-based Fusion of Orientation-aware Features.
CoRR, 2019

Robust object extraction from remote sensing data.
CoRR, 2019

Exploring the Semantics for Visual Relationship Detection.
CoRR, 2019

Box-level Segmentation Supervised Deep Neural Networks for Accurate and Real-time Multispectral Pedestrian Detection.
CoRR, 2019

Fusing Airborne Laser Scanning and Rapideye Sensor Parameters for Tropical Forest Biomass Estimation of Nepal.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Deep Learning for Semantic Segmentation of UAV Videos.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

LIP: Learning Instance Propagation for Video Object Segmentation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Exploiting Attention for Visual Relationship Detection.
Proceedings of the Pattern Recognition, 2019

Natural Language Guided Visual Relationship Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Unsupervised Domain Adaptation for Multispectral Pedestrian Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Orientation-Aware Deep Neural Network for Real Image Super-Resolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Security Event Recognition for Visual Surveillance.
CoRR, 2018

The UAVid Dataset for Video Semantic Segmentation.
CoRR, 2018

Change Detection between Multimodal Remote Sensing Data Using Siamese CNN.
CoRR, 2018

Patch-based Evaluation of Dense Image Matching Quality.
CoRR, 2018

Fusion of Multispectral Data Through Illumination-aware Deep Neural Networks for Pedestrian Detection.
CoRR, 2018

Video Event Recognition and Anomaly Detection by Combining Gaussian Process and Hierarchical Dirichlet Process Models.
CoRR, 2018

Vehicle Detection in Aerial Images.
CoRR, 2018

A patch-based method for the evaluation of dense image matching quality.
Int. J. Appl. Earth Obs. Geoinformation, 2018

Object Recognition from very few Training Examples for Enhancing Bicycle Maps.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Deep Learning for Vehicle Detection in Aerial Images.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Contour Detection for UAV-Based Cadastral Mapping.
Remote. Sens., 2017

Natural Language Guided Visual Relationship Detection.
CoRR, 2017

Learning a Fully Convolutional Network for Object Recognition using very few Data.
CoRR, 2017

Towards Automated Cadastral Boundary Delineation from UAV Data.
CoRR, 2017

Motion Segmentation via Global and Local Sparse Subspace Optimization.
CoRR, 2017

Dense matching quality evaluation - an empirical study.
Proceedings of the Joint Urban Remote Sensing Event, 2017

Analyzing modular CNN architectures for joint depth prediction and semantic segmentation.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Triplet-Based Deep Similarity Learning for Person Re-Identification.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Deep Learning for Vanishing Point Detection Using an Inverse Gnomonic Projection.
Proceedings of the Pattern Recognition - 39th German Conference, 2017

Unbiased Sparse Subspace Clustering by Selective Pursuit.
Proceedings of the 14th Conference on Computer and Robot Vision, 2017

2016
Rich probabilistic models for semantic labeling
, 2016

Effective Strip Noise Removal for Low-Textured Infrared Images Based on 1-D Guided Filtering.
IEEE Trans. Circuits Syst. Video Technol., 2016

Foreword to the Special Issue on "GeoVision: Computer Vision for Geospatial Applications".
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Review of Automatic Feature Extraction from High-Resolution Optical Sensor Data for UAV-Based Cadastral Mapping.
Remote. Sens., 2016

On Support Relations and Semantic Scene Graphs.
CoRR, 2016

Alzheimer's disease detection via automatic 3D caudate nucleus segmentation using coupled dictionary learning with level set formulation.
Comput. Methods Programs Biomed., 2016

Bi-layer dictionary learning for remote sensing image classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Node-Grained Incremental Community Detection for Streaming Networks.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Real-time RGB-D based template matching pedestrian detection.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

A representative-based framework for parsing and summarizing events in surveillance videos.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

Can Ground Truth Label Propagation from Video Help Semantic Segmentation?
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Unsupervised Deep Domain Adaptation for Pedestrian Detection.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Uncertainty-Driven 6D Pose Estimation of Objects and Scenes from a Single RGB Image.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Smart Ubiquitous Projection: Discovering Surfaces for the Projection of Adaptive Content.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Mapping Auto-context Decision Forests to Deep ConvNets for Semantic Segmentation.
Proceedings of the British Machine Vision Conference 2016, 2016

2015
Joint Object Segmentation and Depth Upsampling.
IEEE Signal Process. Lett., 2015

Descriptor evaluation and feature regression for multimodal image analysis.
Mach. Vis. Appl., 2015

Relating Cascaded Random Forests to Deep Convolutional Neural Networks for Semantic Segmentation.
CoRR, 2015

Automatic 3D Liver Segmentation Using Sparse Representation of Global and Local Image Information via Level Set Formulation.
CoRR, 2015

A Global-to-Local Framework for Infrared and Visible Image Sequence Registration.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

A Generic Probabilistic Graphical Model for Region-based Scene Interpretation.
Proceedings of the VISAPP 2015, 2015

Integration of Gaussian process and MRF for hyperspectral image classification.
Proceedings of the Joint Urban Remote Sensing Event, 2015

Temporally Object-Based Video Co-segmentation.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Hyperspectral image classification using Gaussian process models.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A novel dictionary learning method for remote sensing image classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Video Event Recognition by Combining HDP and Gaussian Process.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Exploiting global priors for RGB-D saliency detection.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Pose Estimation of Kinematic Chain Instances via Object Coordinate Regression.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Estimating layout of cluttered indoor scenes using trajectory-based priors.
Image Vis. Comput., 2014

Multi-region labeling and segmentation using a graph topology prior and atlas information in brain images.
Comput. Medical Imaging Graph., 2014

Video segmentation with joint object and trajectory labeling.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Coupled Dictionary Learning for Automatic Multi-Label Brain Tumor Segmentation in Flair MRI images.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Improved trihedral corner reflector for high-precision SAR calibration and validation.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Simultaneous remote sensing image classification and annotation based on the spatial coherent topic model.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Brain tumor classification using sparse coding and dictionary learning.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Feature Regression for Multimodal Image Analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Sparse Optimization for Motion Segmentation.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2013
Medical Image Segmentation Using Multi-level Set Partitioning with Topological Graph Prior.
Proceedings of the Image and Video Technology - PSIVT 2013 Workshops, 2013

Slice Sampling Particle Belief Propagation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Image Segmentation by Bilayer Superpixel Grouping.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

2011
Hierarchical and spatial structures for interpreting images of man made scenes using graphical models.
PhD thesis, 2011

Robust alignment of wide baseline terrestrial laser scans via 3D viewpoint normalization.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Regionwise Classification of Building Facade Images.
Proceedings of the Photogrammetric Image Analysis - ISPRS Conference, 2011

A hierarchical conditional random field model for labeling and classifying images of man-made scenes.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2010
Hierarchical Conditional Random Field for Multi-class Image Classification.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Robust Wide Baseline Scene Alignment Based on 3D Viewpoint Normalization.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

2009
Integration of conditional random fields and attribute grammars for range data interpretation of man-made objects.
Ann. GIS, 2009

Multiregion level-set segmentation of synthetic aperture radar images.
Proceedings of the International Conference on Image Processing, 2009


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