Xin Yang

Affiliations:
  • Dalian University of Technology, Department of Electronic Information and Electrical Engineering, China
  • City University of Hong Kong, Hong Kong
  • University of California Davis, CA, USA (PhD 2012)
  • Zhejiang University, Hangzhou, China (PhD 2012)


According to our database1, Xin Yang authored at least 114 papers between 2008 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Dual modality prompt learning for visual question-grounded answering in robotic surgery.
Vis. Comput. Ind. Biomed. Art, December, 2024

Discovering Expert-Level Air Combat Knowledge via Deep Excitatory-Inhibitory Factorized Reinforcement Learning.
ACM Trans. Intell. Syst. Technol., August, 2024

MCFNet: Multi-Attentional Class Feature Augmentation Network for Real-Time Scene Parsing.
ACM Trans. Multim. Comput. Commun. Appl., June, 2024

A Universal Event-Based Plug-In Module for Visual Object Tracking in Degraded Conditions.
Int. J. Comput. Vis., May, 2024

Human-Inspired Audio-Visual Speech Recognition: Spike Activity, Cueing Interaction and Causal Processing.
CoRR, 2024

CSO: Constraint-Guided Space Optimization for Active Scene Mapping.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Exploring Matching Rates: From Keypoint Selection to Camera Relocalization.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Prior-Posterior Knowledge Prompting-and-Reasoning for Surgical Visual Question Localized-Answering.
Proceedings of the International Joint Conference on Neural Networks, 2024

Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Phasic Diversity Optimization for Population-Based Reinforcement Learning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Exploiting Polarized Material Cues for Robust Car Detection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Explore Contextual Information for 3D Scene Graph Generation.
IEEE Trans. Vis. Comput. Graph., December, 2023

Toward Realistic 3D Human Motion Prediction With a Spatio-Temporal Cross- Transformer Approach.
IEEE Trans. Circuits Syst. Video Technol., October, 2023

Point Cloud Scene Completion With Joint Color and Semantic Estimation From Single RGB-D Image.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Lightweight single-image super-resolution via multi-scale feature fusion CNN and multiple attention block.
Vis. Comput., August, 2023

Discriminative Active Learning for Robotic Grasping in Cluttered Scene.
IEEE Robotics Autom. Lett., March, 2023

Large-Field Contextual Feature Learning for Glass Detection.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Monocular Camera-Based Complex Obstacle Avoidance via Efficient Deep Reinforcement Learning.
IEEE Trans. Circuits Syst. Video Technol., February, 2023

A Geometrical Approach to Evaluate the Adversarial Robustness of Deep Neural Networks.
ACM Trans. Multim. Comput. Commun. Appl., 2023

Hierarchical and Progressive Image Matting.
ACM Trans. Multim. Comput. Commun. Appl., 2023

Mirror Segmentation via Semantic-aware Contextual Contrasted Feature Learning.
ACM Trans. Multim. Comput. Commun. Appl., 2023

S $^3$ Net: Self-Supervised Self-Ensembling Network for Semi-Supervised RGB-D Salient Object Detection.
IEEE Trans. Multim., 2023

Distractor-Aware Event-Based Tracking.
IEEE Trans. Image Process., 2023

Camouflaged Object Segmentation with Omni Perception.
Int. J. Comput. Vis., 2023

In the Blink of an Eye: Event-based Emotion Recognition.
Proceedings of the ACM SIGGRAPH 2023 Conference Proceedings, 2023

Event-Enhanced Multi-Modal Spiking Neural Network for Dynamic Obstacle Avoidance.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Single Depth-image 3D Reflection Symmetry and Shape Prediction.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Multi-view Spectral Polarization Propagation for Video Glass Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Frame-Event Alignment and Fusion Network for High Frame Rate Tracking.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Deep Polarization Reconstruction with PDAVIS Events.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Parallel Dense Vision Transformer and Augmentation Network for Occluded Person Re-identification.
Proceedings of the Computer-Aided Design and Computer Graphics, 2023

2022
STTG-net: a Spatio-temporal network for human motion prediction based on transformer and graph convolution network.
Vis. Comput. Ind. Biomed. Art, 2022

Easy2Hard: Learning to Solve the Intractables From a Synthetic Dataset for Structure-Preserving Image Smoothing.
IEEE Trans. Neural Networks Learn. Syst., 2022

Prior-Induced Information Alignment for Image Matting.
IEEE Trans. Multim., 2022

Learning Smooth Motion Planning for Intelligent Aerial Transportation Vehicles by Stable Auxiliary Gradient.
IEEE Trans. Intell. Transp. Syst., 2022

Progressive Glass Segmentation.
IEEE Trans. Image Process., 2022

A Two-Stage Attentive Network for Single Image Super-Resolution.
IEEE Trans. Circuits Syst. Video Technol., 2022

Exploring Dense Context for Salient Object Detection.
IEEE Trans. Circuits Syst. Video Technol., 2022

Salient object detection with image-level binary supervision.
Pattern Recognit., 2022

Perception-oriented Single Image Super-Resolution Network with Receptive Field Block.
Neural Comput. Appl., 2022

Learning to Detect Instance-Level Salient Objects Using Complementary Image Labels.
Int. J. Comput. Vis., 2022

Adaptive feedback connection with a single-level feature for object detection.
IET Comput. Vis., 2022

Hierarchical and Progressive Image Matting.
CoRR, 2022

GlassNet: Label Decoupling-based Three-stream Neural Network for Robust Image Glass Detection.
Comput. Graph. Forum, 2022

6-DoF Pose Relocalization for Event Cameras With Entropy Frame and Attention Networks.
Proceedings of the 18th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry, 2022

Biologically Inspired Dynamic Thresholds for Spiking Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Spiking Transformers for Event-based Single Object Tracking.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Bi-directional Object-Context Prioritization Learning for Saliency Ranking.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Glass Segmentation using Intensity and Spectral Polarization Cues.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Wider and Higher: Intensive Integration and Global Foreground Perception for Image Matting.
Proceedings of the Advances in Computer Graphics, 2022

DOMA: Deep Smooth Trajectory Generation Learning for Real-Time UAV Motion Planning.
Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, 2022

CPRAL: Collaborative Panoptic-Regional Active Learning for Semantic Segmentation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Multi-domain collaborative feature representation for robust visual object tracking.
Vis. Comput., 2021

Smart Scribbles for Image Matting.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Automatic Comic Generation with Stylistic Multi-page Layouts and Emotion-driven Text Balloon Generation.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Intensity-Aware Single-Image Deraining With Semantic and Color Regularization.
IEEE Trans. Image Process., 2021

ASFNet: Adaptive multiscale segmentation fusion network for real-time semantic segmentation.
Comput. Animat. Virtual Worlds, 2021

Smart Scribbles for Image Mating.
CoRR, 2021

MBKD: Acceleration structure designed for moving primitives.
Comput. Graph., 2021

A Vision-based Irregular Obstacle Avoidance Framework via Deep Reinforcement Learning.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Object Tracking by Jointly Exploiting Frame and Event Domain.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Tripartite Information Mining and Integration for Image Matting.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Camouflaged Object Segmentation With Distraction Mining.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Depth-Aware Mirror Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Fused behavior recognition model based on attention mechanism.
Vis. Comput. Ind. Biomed. Art, 2020

RGB-D salient object detection via deep fusion of semantics and details.
Comput. Animat. Virtual Worlds, 2020

Point cloud semantic scene segmentation based on coordinate convolution.
Comput. Animat. Virtual Worlds, 2020

Multi-scale Information Assembly for Image Matting.
Comput. Graph. Forum, 2020

CSANet: Channel and Spatial Mixed Attention CNN for Pedestrian Detection.
IEEE Access, 2020

A Preliminary Study of Fusion ARTs with Adaptively Information Intensity Attenuation Controlling.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

A Spectral Clustering on Grassmann Manifold via Double Low Rank Constraint.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Multi-Context And Enhanced Reconstruction Network For Single Image Super Resolution.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Kernel Clustering On Symmetric Positive Definite Manifolds Via Double Approximated Low Rank Representation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

TENet: Triple Excitation Network for Video Salient Object Detection.
Proceedings of the Computer Vision - ECCV 2020, 2020

Attention-Guided Hierarchical Structure Aggregation for Image Matting.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Don't Hit Me! Glass Detection in Real-World Scenes.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Attention Scaling for Crowd Counting.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning to Restore Low-Light Images via Decomposition-and-Enhancement.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Memetic Multi-agent optimization with Problem Reformulation by Coordinate Rotation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Weakly-supervised Salient Instance Detection.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

Efficient Attention Calibration Network for Real-Time Semantic Segmentation.
Proceedings of The 12th Asian Conference on Machine Learning, 2020

Reweighted Non-convex Non-smooth Rank Minimization Based Spectral Clustering on Grassmann Manifold.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
DRFN: Deep Recurrent Fusion Network for Single-Image Super-Resolution With Large Factors.
IEEE Trans. Multim., 2019

Cascaded network with deep intensity manipulation for scene understanding.
Comput. Animat. Virtual Worlds, 2019

DEMC: A Deep Dual-Encoder Network for Denoising Monte Carlo Rendering.
J. Comput. Sci. Technol., 2019

Human motion data editing based on a convolutional automatic encoder and manifold learning.
Entertain. Comput., 2019

Real-virtual consistent traffic flow interaction.
Graph. Model., 2019

3D Human Motion Synthesis Based on Convolutional Neural Network.
IEEE Access, 2019

Fast Reconstruction for Monte Carlo Rendering Using Deep Convolutional Networks.
IEEE Access, 2019

Where Is My Mirror?
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Spatial Attentive Single-Image Deraining With a High Quality Real Rain Dataset.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Deep Reinforcement Learning of Volume-Guided Progressive View Inpainting for 3D Point Scene Completion From a Single Depth Image.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Efficient image super-resolution integration.
Vis. Comput., 2018

Interactive Sketch-Based Normal Map Generation with Deep Neural Networks.
Proc. ACM Comput. Graph. Interact. Tech., 2018

Active Matting.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Active Object Reconstruction Using a Guided View Planner.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Image Correction via Deep Reciprocating HDR Transformation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
3D palmprint recognition using shape index representation and fragile bits.
Multim. Tools Appl., 2017

Interactive traffic simulation model with learned local parameters.
Multim. Tools Appl., 2017

Real-virtual fusion model for traffic animation.
Comput. Animat. Virtual Worlds, 2017

Sketch2normal: deep networks for normal map generation.
Proceedings of the SIGGRAPH Asia 2017 Posters, Bangkok, Thailand, November 27 - 30, 2017, 2017

k-d Tree Construction Designed for Motion Blur.
Proceedings of the 28th Eurographics Symposium on Rendering, Rendering, 2017

Painting Image Classification Using Online Learning Algorithm.
Proceedings of the Distributed, Ambient and Pervasive Interactions, 2017

2016
MSKD: multi-split KD-tree design on GPU.
Multim. Tools Appl., 2016

DKD: a fast <i>k</i>-d tree update design for dynamic scenes.
Comput. Animat. Virtual Worlds, 2016

Adaptive hybrid differential evolution with circular sliding window for large scale optimization.
Proceedings of the 12th International Conference on Natural Computation, 2016

2015
Complex shading efficiently for ray tracing on GPU.
Multim. Tools Appl., 2015

Cooperative differential evolution with fast variable interdependence learning and cross-cluster mutation.
Appl. Soft Comput., 2015

Real traffic data-driven animation simulation.
Proceedings of the 14th ACM SIGGRAPH International Conference on Virtual Reality Continuum and its Applications in Industry, 2015

2014
Optimized big data K-means clustering using MapReduce.
J. Supercomput., 2014

2013
Efficient local representations for three-dimensional palmprint recognition.
J. Electronic Imaging, 2013

Efficient data management for incoherent ray tracing.
Appl. Soft Comput., 2013

2010
Incoherent Ray tracing on GPU.
J. Multim., 2010

2008
Ray Tracing Dynamic Scenes using fast KD-tree Base on Multi-Core Architectures.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008


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