Suya You

Orcid: 0000-0002-6387-7024

Affiliations:
  • University of Southern California, Los Angeles, USA


According to our database1, Suya You authored at least 127 papers between 1997 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
Geometrical Interpretation and Design of Multilayer Perceptrons.
IEEE Trans. Neural Networks Learn. Syst., February, 2024

SemST: Semantically Consistent Multi-Scale Image Translation via Structure-Texture Alignment.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature Fields.
CoRR, 2023

BLoad: Enhancing Neural Network Training with Efficient Sequential Data Handling.
CoRR, 2023

Unsupervised Green Object Tracker (GOT) without Offline Pre-training.
CoRR, 2023

Unsupervised Synthetic Image Refinement via Contrastive Learning and Consistent Semantic-Structural Constraints.
CoRR, 2023

A Study on Improving Realism of Synthetic Data for Machine Learning.
CoRR, 2023

Frequency-domain Learning for Volumetric-based 3D Data Perception.
CoRR, 2023

TransUPR: A Transformer-based Uncertain Point Refiner for LiDAR Point Cloud Semantic Segmentation.
CoRR, 2023

DDS: Decoupled Dynamic Scene-Graph Generation Network.
CoRR, 2023

An Online Continuous Semantic Segmentation Framework With Minimal Labeling Efforts.
Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023

PrObeD: Proactive Object Detection Wrapper.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

TransUPR: A Transformer-based Plug-and-Play Uncertain Point Refiner for LiDAR Point Cloud Semantic Segmentation.
IROS, 2023

LGSQE: Lightweight Generated Sample Quality Evaluation.
Proceedings of the IEEE International Conference on Image Processing, 2023

SUMMIT: Source-Free Adaptation of Uni-Modal Models to Multi-Modal Targets.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Enhanced Low-Resolution LiDAR-Camera Calibration via Depth Interpolation and Supervised Contrastive Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023

ALTO: Alternating Latent Topologies for Implicit 3D Reconstruction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

A globally optimal fast iterative linear maximum likelihood classifier.
Proceedings of the Computational Imaging XXI, San Francisco, 2023

2022
Towards Ground Truth for Single Image Deraining.
CoRR, 2022

DefakeHop++: An Enhanced Lightweight Deepfake Detector.
CoRR, 2022

Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection using Meta-Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

GUSOT: Green and Unsupervised Single Object Tracking for Long Video Sequences.
Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

Fake Satellite Image Detection via Parallel Subspace Learning (PSL).
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Towards Scalable and Efficient Client Selection for Federated Object Detection.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Not Just Streaks: Towards Ground Truth for Single Image Deraining.
Proceedings of the Computer Vision - ECCV 2022, 2022

GADAN: Generative Adversarial Domain Adaptation Network For Debris Detection Using Drone.
Proceedings of the 18th International Conference on Distributed Computing in Sensor Systems, 2022

2021
On Relationship of Multilayer Perceptrons and Piecewise Polynomial Approximators.
IEEE Signal Process. Lett., 2021

Low-resolution face recognition in resource-constrained environments.
Pattern Recognit. Lett., 2021

Unsupervised Lightweight Single Object Tracking with UHP-SOT++.
CoRR, 2021

Geo-DefakeHop: High-Performance Geographic Fake Image Detection.
CoRR, 2021

GTNet: Guided Transformer Network for Detecting Human-Object Interactions.
CoRR, 2021

Evaluation of Multimodal Semantic Segmentation using RGB-D Data.
CoRR, 2021

CalibDNN: Multimodal Sensor Calibration for Perception Using Deep Neural Networks.
CoRR, 2021

UHP-SOT: An Unsupervised High-Performance Single Object Tracker.
Proceedings of the International Conference on Visual Communications and Image Processing, 2021

DefakeHop: A Light-Weight High-Performance Deepfake Detector.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

2020
Visualization, Discriminability and Applications of Interpretable Saak Features.
J. Vis. Commun. Image Represent., 2020

Constructing Multilayer Perceptrons as Piecewise Low-Order Polynomial Approximators: A Signal Processing Approach.
CoRR, 2020

From Two-Class Linear Discriminant Analysis to Interpretable Multilayer Perceptron Design.
CoRR, 2020

Object Detection on Single Monocular Images through Canonical Correlation Analysis.
CoRR, 2020

Object Detection on Monocular Images with Two- Dimensional Canonical Correlation Analysis.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

FaceHop: A Light-Weight Low-Resolution Face Gender Classification Method.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Pixelhop++: A Small Successive-Subspace-Learning-Based (Ssl-Based) Model For Image Classification.
Proceedings of the IEEE International Conference on Image Processing, 2020

Modeling Cross-Modal Interaction in a Multi-detector, Multi-modal Tracking Framework.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Deep RGB-D Canonical Correlation Analysis For Sparse Depth Completion.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Robustness of Saak Transform Against Adversarial Attacks.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018
Learning to Prune Filters in Convolutional Neural Networks.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

2017
Mobile collaborative mixed reality for supporting scientific inquiry and visualization of earth science data.
Proceedings of the 2017 IEEE Virtual Reality, 2017

Self-paced cross-modality transfer learning for efficient road segmentation.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Shape Inpainting Using 3D Generative Adversarial Network and Recurrent Convolutional Networks.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2016
Scene Labeling using Recurrent Neural Networks with Explicit Long Range Contextual Dependency.
CoRR, 2016

Point cloud labeling using 3D Convolutional Neural Network.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Vehicle detection in urban point clouds with orthogonal-view convolutional neural network.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Change Detection in Laser-Scanned Data of Industrial Sites.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Automatic 3D industrial point cloud modeling and recognition.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Pole-like object detection and classification from urban point clouds.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

2014
Segmentation and matching: Towards a robust object detection system.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

A Unified Framework for Augmented Reality and Knowledge-Based Systems in Maintaining Aircraft.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Estimation of camera pose with respect to terrestrial LiDAR data.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Robust Image Matching with Line Context.
Proceedings of the British Machine Vision Conference, 2013

Detecting Objects in Scene Point Cloud: A Combinational Approach.
Proceedings of the 2013 International Conference on 3D Vision, 2013

2012
Efficient matchings and mobile augmented reality.
ACM Trans. Multim. Comput. Commun. Appl., 2012

Image relighting and matching with illumination information.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Efficient matchings in augmented reality application.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Road network extraction from airborne LiDAR data using scene context.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Point cloud matching based on 3D self-similarity.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2011
Augmented distinctive features for efficient image matching.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Computationally efficient retrieval-based tracking system and augmented reality for large-scale areas.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Recognition-driven 3D navigation in large-scale virtual environments.
Proceedings of the IEEE Virtual Reality Conference, 2011

GPS-aided recognition-based user tracking system with augmented reality in extreme large-scale areas.
Proceedings of the Second Annual ACM SIGMM Conference on Multimedia Systems, 2011

Rapid extraction and updating of road network from airborne LiDAR data.
Proceedings of the 2011 IEEE Applied Imagery Pattern Recognition Workshop: Imaging for Decision Making, 2011

Multimodal image matching using self similarity.
Proceedings of the 2011 IEEE Applied Imagery Pattern Recognition Workshop: Imaging for Decision Making, 2011

3D Reconstruction of Urban Areas.
Proceedings of the International Conference on 3D Imaging, 2011

2010
Explore multiple clues for urban images matching.
Proceedings of the International Conference on Image Processing, 2010

Automatic Registration of Large-Scale Multi-sensor Datasets.
Proceedings of the Trends and Topics in Computer Vision, 2010

2009
Photorealistic Large-Scale Urban City Model Reconstruction.
IEEE Trans. Vis. Comput. Graph., 2009

A vision-based 2D-3D registration system.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

Applying robust structure from motion to markerless augmented reality.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

Automatic Creation of Massive Virtual Cities.
Proceedings of the IEEE Virtual Reality Conference 2009 (VR 2009), 2009

Robust pose estimation in untextured environments for augmented reality applications.
Proceedings of the Science & Technology Proceedings, 2009

PTZ camera calibration for Augmented Virtual Environments.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Wide-baseline image matching using Line Signatures.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Automatic reconstruction of cities from remote sensor data.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

A Dynamic Programming Approach to Maximizing Tracks for Structure from Motion.
Proceedings of the Computer Vision, 2009

2008
A Vision-Based System For Automatic Detection and Extraction Of Road Networks.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

Rapid Creation of Large-scale Photorealistic Virtual Environments.
Proceedings of the IEEE Virtual Reality Conference 2008 (VR 2008), 2008

Large document, small screen: a camera driven scroll and zoom control for mobile devices.
Proceedings of the 2008 Symposium on Interactive 3D Graphics, 2008

Feature selection for real-time image matching systems.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

CDIKP: A highly-compact local feature descriptor.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Supporting range and segment-based hysteresis thresholding in edge detection.
Proceedings of the International Conference on Image Processing, 2008

2007
Single View Camera Calibration for Augmented Virtual Environments.
Proceedings of the IEEE Virtual Reality Conference, 2007

Real-Time Object Tracking for Augmented Reality Combining Graph Cuts and Optical Flow.
Proceedings of the Sixth IEEE/ACM International Symposium on Mixed and Augmented Reality, 2007

A High-Performance Image Matching and Recognition System for Multimedia Applications.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Generating High-Resolution Textures for 3D Virtual Environments using View-Independent Texture Mapping.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

An Augmented Reality Interface for Mobile Information Retrieval.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Semiautomatic registration between ground-level panoramas and an orthorectified aerial image for building modeling.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Linear feature extraction using perceptual grouping and graph-cuts.
Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007

Real-Time Image Matching Based on Multiple View Kernel Projection.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Generating and Updating Textures for a Large-Scale Environment.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006

Fast Similarity Search for High-Dimensional Dataset.
Proceedings of the Eigth IEEE International Symposium on Multimedia (ISM 2006), 2006

Automatic Pose Recovery for High-Quality Textures Generation.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Geodec: Enabling Geospatial Decision Making.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Tricodes: A Barcode-Like Fiducial Design for Augmented Reality Media.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Model-Driven Video-Based Rendering for Vehicles.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Large-Scale Urban Modeling by Combining Ground Level Panoramic and Aerial Imagery.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

Vanishing Hull.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

Integrating LiDAR, Aerial Image and Ground Images for Complete Urban Building Modeling.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005
Texture Painting from Video.
J. WSCG, 2005

Rapid part-based 3D modeling.
Proceedings of the ACM Symposium on Virtual Reality Software and Technology, 2005

MobiPortrait: Automatic Portraits with Mobile Computing.
Proceedings of the 1st International Conference on Distributed Frameworks for Multimedia Applications (DFMA 2005), 2005

2004
Visualizing Reality in an Augmented Virtual Environment.
Presence Teleoperators Virtual Environ., 2004

Colorplate: A Robust Hybrid Tracking System for Outdoor Augmented Reality.
Proceedings of the IEEE Virtual Reality Conference 2004 (VR 2004), 2004

A Robust Hybrid Tracking System for Outdoor Augmented Reality.
Proceedings of the IEEE Virtual Reality Conference 2004 (VR 2004), 2004

2003
Approaches to Large-Scale Urban Modeling.
IEEE Computer Graphics and Applications, 2003

Augmented Virtual Environments (AVE): Dynamic Fusion of Imagery and 3D Models.
Proceedings of the IEEE Virtual Reality Conference 2003 (VR 2003), 2003

Urban Site Modeling from LiDAR.
Proceedings of the Computational Science and Its Applications, 2003

2002
Tracking with Omni-Directional Vision for Outdoor AR Systems.
Proceedings of the 2002 IEEE / ACM International Symposium on Mixed and Augmented Reality (ISMAR 2002), 30 September, 2002

2001
Fusion of Vision and Gyro Tracking for Robust Augmented Reality Registration.
Proceedings of the Virtual Reality 2001 Conference, 2001

2000
A video-based augmented reality golf simulator.
Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000

Camera Tracking for Augmented Reality Media.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

1999
Natural Feature Tracking for Augmented Reality.
IEEE Trans. Multim., 1999

Orientation Tracking for Outdoor Augmented Reality Registration.
IEEE Computer Graphics and Applications, 1999

Tracking in unprepared environments for augmented reality systems.
Comput. Graph., 1999

Hybrid Inertial and Vision Tracking for Augmented Reality Registration.
Proceedings of the IEEE Virtual Reality 1999 Conference, 1999

1998
Automatic Object Modeling for 3D Virtual Environment.
Proceedings of the Noblesse Workshop on Non-Linear Model Based Image Analysis, 1998

Integration of Region Tracking and Optical Flow for Image Motion Estimation.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997
A multi-view face recognition system.
J. Comput. Sci. Technol., 1997

Interactive volume rendering for virtual colonoscopy.
Proceedings of the 8th IEEE Visualization Conference, 1997


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