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ORCIDSuya You
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- affiliation: University of Southern California, Los Angeles, USA
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2020 – today
- 2023
[c91]Prasanna Reddy Pulakurthi, Sohail A. Dianat, Majid Rabbani, Suya You, Raghuveer M. Rao:
A globally optimal fast iterative linear maximum likelihood classifier. Computational Imaging 2023: 1-5- [c90]Zhen Wang, Shijie Zhou, Jeong Joon Park, Despoina Paschalidou, Suya You, Gordon Wetzstein, Leonidas J. Guibas, Achuta Kadambi:
ALTO: Alternating Latent Topologies for Implicit 3D Reconstruction. CVPR 2023: 259-270 - [c89]Zhikang Zhang, Zifan Yu, Suya You, Raghuveer Rao, Sanjeev Agarwal, Fengbo Ren:
Enhanced Low-Resolution LiDAR-Camera Calibration via Depth Interpolation and Supervised Contrastive Learning. ICASSP 2023: 1-5 - [c88]Ganning Zhao, Vasileios Magoulianitis, Suya You, C.-C. Jay Kuo:
LGSQE: Lightweight Generated Sample Quality Evaluation. ICIP 2023: 1915-1919 - [c87]Masud Ahmed, Zahid Hasan, Tim Yingling, Eric O'Leary, Sanjay Purushotham, Suya You, Nirmalya Roy:
An Online Continuous Semantic Segmentation Framework With Minimal Labeling Efforts. SMARTCOMP 2023: 116-123 - [i36]A. S. M. Iftekhar, Raphael Ruschel, Satish Kumar, Suya You, B. S. Manjunath:
DDS: Decoupled Dynamic Scene-Graph Generation Network. CoRR abs/2301.07666 (2023) - [i35]Zifan Yu, Meida Chen, Zhikang Zhang, Suya You, Fengbo Ren:
TransUPR: A Transformer-based Uncertain Point Refiner for LiDAR Point Cloud Semantic Segmentation. CoRR abs/2302.08594 (2023) - [i34]Zifan Yu, Suya You, Fengbo Ren:
Frequency-domain Learning for Volumetric-based 3D Data Perception. CoRR abs/2302.08595 (2023) - [i33]Tingwei Shen, Ganning Zhao, Suya You:
A Study on Improving Realism of Synthetic Data for Machine Learning. CoRR abs/2304.12463 (2023) - [i32]Ganning Zhao, Tingwei Shen, Suya You, C.-C. Jay Kuo:
Unsupervised Synthetic Image Refinement via Contrastive Learning and Consistent Semantic-Structural Constraints. CoRR abs/2304.12591 (2023) - [i31]Cody Simons, Dripta S. Raychaudhuri, Sk Miraj Ahmed, Suya You, Konstantinos Karydis, Amit K. Roy-Chowdhury:
SUMMIT: Source-Free Adaptation of Uni-Modal Models to Multi-Modal Targets. CoRR abs/2308.11880 (2023) - [i30]Zhiruo Zhou, Suya You, C.-C. Jay Kuo:
Unsupervised Green Object Tracker (GOT) without Offline Pre-training. CoRR abs/2309.09078 (2023) - [i29]Ganning Zhao, Wenhui Cui, Suya You, C.-C. Jay Kuo:
SemST: Semantically Consistent Multi-Scale Image Translation via Structure-Texture Alignment. CoRR abs/2310.04995 (2023) - [i28]Raphael Ruschel, A. S. M. Iftekhar, B. S. Manjunath, Suya You:
BLoad: Enhancing Neural Network Training with Efficient Sequential Data Handling. CoRR abs/2310.10879 (2023) - [i27]Vishal Asnani, Abhinav Kumar, Suya You, Xiaoming Liu:
PrObeD: Proactive Object Detection Wrapper. CoRR abs/2310.18788 (2023) - [i26]Zifan Yu, Erfan Bank Tavakoli, Meida Chen, Suya You, Raghuveer Rao, Sanjeev Agarwal, Fengbo Ren:
TokenMotion: Motion-Guided Vision Transformer for Video Camouflaged Object Detection Via Learnable Token Selection. CoRR abs/2311.02535 (2023) - 2022
- [c86]Masud Ahmed, Naima Khan, Pretom Roy Ovi, Nirmalya Roy, Sanjay Purushotham, Aryya Gangopadhyay, Suya You:
GADAN: Generative Adversarial Domain Adaptation Network For Debris Detection Using Drone. DCOSS 2022: 277-282 - [c85]Yunhao Ba
, Howard Zhang, Ethan Yang, Akira Suzuki, Arnold Pfahnl, Chethan Chinder Chandrappa, Celso M. de Melo, Suya You, Stefano Soatto, Alex Wong, Achuta Kadambi:
Not Just Streaks: Towards Ground Truth for Single Image Deraining. ECCV (7) 2022: 723-740 - [c84]George Constantinou, Suya You, Cyrus Shahabi:
Towards Scalable and Efficient Client Selection for Federated Object Detection. ICPR 2022: 5140-5146 - [c83]Hong-Shuo Chen, Kaitai Zhang, Shuowen Hu, Suya You, C.-C. Jay Kuo:
Fake Satellite Image Detection via Parallel Subspace Learning (PSL). ISCAS 2022: 1502-1506 - [c82]Zhiruo Zhou, Hongyu Fu, Suya You, C.-C. Jay Kuo:
GUSOT: Green and Unsupervised Single Object Tracking for Long Video Sequences. MMSP 2022: 1-6 - [c81]Vibashan VS, Domenick Poster, Suya You, Shuowen Hu, Vishal M. Patel:
Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection using Meta-Learning. WACV 2022: 3697-3706 - [i25]Hong-Shuo Chen, Shuowen Hu, Suya You, C.-C. Jay Kuo:
DefakeHop++: An Enhanced Lightweight Deepfake Detector. CoRR abs/2205.00211 (2022) - [i24]Yunhao Ba, Howard Zhang, Ethan Yang, Akira Suzuki, Arnold Pfahnl, Chethan Chinder Chandrappa, Celso de Melo, Suya You, Stefano Soatto, Alex Wong, Achuta Kadambi:
Towards Ground Truth for Single Image Deraining. CoRR abs/2206.10779 (2022) - [i23]Zhiruo Zhou, Hongyu Fu, Suya You, C.-C. Jay Kuo:
GUSOT: Green and Unsupervised Single Object Tracking for Long Video Sequences. CoRR abs/2207.07629 (2022) - [i22]Zhikang Zhang, Zifan Yu, Suya You, Raghuveer Rao, Sanjeev Agarwal, Fengbo Ren:
Enhanced Low-resolution LiDAR-Camera Calibration Via Depth Interpolation and Supervised Contrastive Learning. CoRR abs/2211.03932 (2022) - [i21]Zhen Wang, Shijie Zhou, Jeong Joon Park, Despoina Paschalidou, Suya You, Gordon Wetzstein, Leonidas J. Guibas, Achuta Kadambi:
ALTO: Alternating Latent Topologies for Implicit 3D Reconstruction. CoRR abs/2212.04096 (2022) - 2021
- [j12]Mozhdeh Rouhsedaghat, Yifan Wang, Shuowen Hu, Suya You, C.-C. Jay Kuo:
Low-resolution face recognition in resource-constrained environments. Pattern Recognit. Lett. 149: 193-199 (2021) - [j11]Ruiyuan Lin, Suya You, Raghuveer Rao, C.-C. Jay Kuo:
On Relationship of Multilayer Perceptrons and Piecewise Polynomial Approximators. IEEE Signal Process. Lett. 28: 1813-1817 (2021) - [c80]Hong-Shuo Chen, Mozhdeh Rouhsedaghat, Hamza Ghani, Shuowen Hu, Suya You, C.-C. Jay Kuo:
DefakeHop: A Light-Weight High-Performance Deepfake Detector. ICME 2021: 1-6 - [c79]Zhiruo Zhou, Hongyu Fu, Suya You, Christoph Borel-Donohue, C.-C. Jay Kuo:
UHP-SOT: An Unsupervised High-Performance Single Object Tracker. VCIP 2021: 1-5 - [i20]Hong-Shuo Chen, Mozhdeh Rouhsedaghat, Hamza Ghani, Shuowen Hu, Suya You, C.-C. Jay Kuo:
DefakeHop: A Light-Weight High-Performance Deepfake Detector. CoRR abs/2103.06929 (2021) - [i19]Ganning Zhao, Jiesi Hu, Suya You, C.-C. Jay Kuo:
CalibDNN: Multimodal Sensor Calibration for Perception Using Deep Neural Networks. CoRR abs/2103.14793 (2021) - [i18]Jiesi Hu, Ganning Zhao, Suya You, C.-C. Jay Kuo:
Evaluation of Multimodal Semantic Segmentation using RGB-D Data. CoRR abs/2103.16758 (2021) - [i17]A. S. M. Iftekhar, Satish Kumar, R. Austin McEver, Suya You, B. S. Manjunath:
GTNet: Guided Transformer Network for Detecting Human-Object Interactions. CoRR abs/2108.00596 (2021) - [i16]Zhiruo Zhou, Hongyu Fu, Suya You, Christoph Borel-Donohue, C.-C. Jay Kuo:
UHP-SOT: An Unsupervised High-Performance Single Object Tracker. CoRR abs/2110.01812 (2021) - [i15]Vibashan VS, Domenick Poster, Suya You, Shuowen Hu, Vishal M. Patel:
Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection using Meta-Learning. CoRR abs/2110.03143 (2021) - [i14]Hong-Shuo Chen, Kaitai Zhang, Shuowen Hu, Suya You, C.-C. Jay Kuo:
Geo-DefakeHop: High-Performance Geographic Fake Image Detection. CoRR abs/2110.09795 (2021) - [i13]Zhiruo Zhou, Hongyu Fu, Suya You, C.-C. Jay Kuo:
Unsupervised Lightweight Single Object Tracking with UHP-SOT++. CoRR abs/2111.07548 (2021) - 2020
- [j10]Abinaya Manimaran, Thiyagarajan Ramanathan, Suya You, C.-C. Jay Kuo:
Visualization, Discriminability and Applications of Interpretable Saak Features. J. Vis. Commun. Image Represent. 66: 102699 (2020) - [c78]Yiqi Zhong, Suya You, Ulrich Neumann:
Modeling Cross-Modal Interaction in a Multi-detector, Multi-modal Tracking Framework. ACCV (2) 2020: 683-699 - [c77]Yueru Chen, Mozhdeh Rouhsedaghat, Suya You, Raghuveer Rao, C.-C. Jay Kuo:
Pixelhop++: A Small Successive-Subspace-Learning-Based (Ssl-Based) Model For Image Classification. ICIP 2020: 3294-3298 - [c76]Mozhdeh Rouhsedaghat, Yifan Wang, Xiou Ge, Shuowen Hu, Suya You, C.-C. Jay Kuo:
FaceHop: A Light-Weight Low-Resolution Face Gender Classification Method. ICPR Workshops (8) 2020: 169-183 - [c75]Zifan Yu, Suya You:
Object Detection on Monocular Images with Two- Dimensional Canonical Correlation Analysis. ICPR 2020: 5905-5912 - [i12]Yueru Chen, Mozhdeh Rouhsedaghat, Suya You, Raghuveer Rao, C.-C. Jay Kuo:
PixelHop++: A Small Successive-Subspace-Learning-Based (SSL-based) Model for Image Classification. CoRR abs/2002.03141 (2020) - [i11]Zifan Yu, Suya You:
Object Detection on Single Monocular Images through Canonical Correlation Analysis. CoRR abs/2002.05349 (2020) - [i10]Mozhdeh Rouhsedaghat, Yifan Wang, Xiou Ge, Shuowen Hu, Suya You, C.-C. Jay Kuo:
FaceHop: A Light-Weight Low-Resolution Face Gender Classification Method. CoRR abs/2007.09510 (2020) - [i9]Ruiyuan Lin, Zhiruo Zhou, Suya You, Raghuveer Rao, C.-C. Jay Kuo:
From Two-Class Linear Discriminant Analysis to Interpretable Multilayer Perceptron Design. CoRR abs/2009.04442 (2020) - [i8]Ruiyuan Lin, Suya You, Raghuveer Rao, C.-C. Jay Kuo:
Constructing Multilayer Perceptrons as Piecewise Low-Order Polynomial Approximators: A Signal Processing Approach. CoRR abs/2010.07871 (2020) - [i7]Mozhdeh Rouhsedaghat, Yifan Wang, Shuowen Hu, Suya You, C.-C. Jay Kuo:
Low-Resolution Face Recognition In Resource-Constrained Environments. CoRR abs/2011.11674 (2020)
2010 – 2019
- 2019
- [c74]Thiyagarajan Ramanathan, Abinaya Manimaran, Suya You, C.-C. Jay Kuo:
Robustness of Saak Transform Against Adversarial Attacks. ICIP 2019: 2531-2535 - [c73]Yiqi Zhong, Cho-Ying Wu, Suya You, Ulrich Neumann:
Deep RGB-D Canonical Correlation Analysis For Sparse Depth Completion. NeurIPS 2019: 5332-5342 - [i6]Thiyagarajan Ramanathan, Abinaya Manimaran, Suya You, C.-C. Jay Kuo:
Robustness Of Saak Transform Against Adversarial Attacks. CoRR abs/1902.02826 (2019) - [i5]Abinaya Manimaran, Thiyagarajan Ramanathan, Suya You, C.-C. Jay Kuo:
Visualization, Discriminability and Applications of Interpretable Saak Features. CoRR abs/1902.09107 (2019) - [i4]Yiqi Zhong, Cho-Ying Wu, Suya You, Ulrich Neumann:
Deep RGB-D Canonical Correlation Analysis For Sparse Depth Completion. CoRR abs/1906.08967 (2019) - 2018
- [c72]Qiangui Huang, Shaohua Kevin Zhou, Suya You, Ulrich Neumann:
Learning to Prune Filters in Convolutional Neural Networks. WACV 2018: 709-718 - [i3]Qiangui Huang, Shaohua Kevin Zhou, Suya You, Ulrich Neumann:
Learning to Prune Filters in Convolutional Neural Networks. CoRR abs/1801.07365 (2018) - 2017
- [c71]Weiyue Wang, Qiangui Huang, Suya You, Chao Yang, Ulrich Neumann:
Shape Inpainting Using 3D Generative Adversarial Network and Recurrent Convolutional Networks. ICCV 2017: 2317-2325 - [c70]Weiyue Wang, Naiyan Wang, Xiaomin Wu, Suya You, Ulrich Neumann:
Self-paced cross-modality transfer learning for efficient road segmentation. ICRA 2017: 1394-1401 - [c69]Suya You, Charles K. Thompson:
Mobile collaborative mixed reality for supporting scientific inquiry and visualization of earth science data. VR 2017: 241-242 - [i2]Weiyue Wang, Qiangui Huang, Suya You, Chao Yang, Ulrich Neumann:
Shape Inpainting using 3D Generative Adversarial Network and Recurrent Convolutional Networks. CoRR abs/1711.06375 (2017) - 2016
- [c68]Jing Huang, Suya You:
Vehicle detection in urban point clouds with orthogonal-view convolutional neural network. ICIP 2016: 2593-2597 - [c67]Jing Huang, Suya You:
Point cloud labeling using 3D Convolutional Neural Network. ICPR 2016: 2670-2675 - [i1]Qiangui Huang, Weiyue Wang, Shaohua Kevin Zhou, Suya You, Ulrich Neumann:
Scene Labeling using Recurrent Neural Networks with Explicit Long Range Contextual Dependency. CoRR abs/1611.07485 (2016) - 2015
- [c66]Jing Huang, Suya You:
Pole-like object detection and classification from urban point clouds. ICRA 2015: 3032-3038 - [c65]Guan Pang, Rongqi Qiu, Jing Huang, Suya You, Ulrich Neumann:
Automatic 3D industrial point cloud modeling and recognition. MVA 2015: 22-25 - [c64]Jing Huang, Suya You:
Change Detection in Laser-Scanned Data of Industrial Sites. WACV 2015: 733-740 - 2014
- [c63]GeunSik Jo, Kyeong-Jin Oh, Inay Ha, Kee-Sung Lee, Myung-Duk Hong, Ulrich Neumann, Suya You:
A Unified Framework for Augmented Reality and Knowledge-Based Systems in Maintaining Aircraft. AAAI 2014: 2990-2997 - [c62]Jing Huang, Suya You:
Segmentation and matching: Towards a robust object detection system. WACV 2014: 325-332 - 2013
- [c61]Jing Huang, Suya You:
Detecting Objects in Scene Point Cloud: A Combinational Approach. 3DV 2013: 175-182 - [c60]Wei Guan, Suya You:
Robust Image Matching with Line Context. BMVC 2013 - [c59]Wei Guan, Suya You, Guan Pang:
Estimation of camera pose with respect to terrestrial LiDAR data. WACV 2013: 391-398 - 2012
- [j9]Wei Guan, Suya You, Ulrich Neumann:
Efficient matchings and mobile augmented reality. ACM Trans. Multim. Comput. Commun. Appl. 8(S3): 47:1-47:15 (2012) - [c58]Jiaping Zhao, Suya You:
Road network extraction from airborne LiDAR data using scene context. CVPR Workshops 2012: 9-16 - [c57]Jing Huang, Suya You:
Point cloud matching based on 3D self-similarity. CVPR Workshops 2012: 41-48 - [c56]Wei Guan, Suya You, Ulrich Neumann:
Efficient matchings in augmented reality application. ICIP 2012: 997-1000 - [c55]Wei Guan, Suya You, Tanasai Sucontphunt, Ulrich Neumann:
Image relighting and matching with illumination information. ICIP 2012: 2941-2944 - 2011
- [c54]Charalambos Poullis, Suya You:
3D Reconstruction of Urban Areas. 3DIMPVT 2011: 33-40 - [c53]Jing Huang, Suya You, Jiaping Zhao:
Multimodal image matching using self similarity. AIPR 2011: 1-6 - [c52]Jiaping Zhao, Suya You, Jing Huang:
Rapid extraction and updating of road network from airborne LiDAR data. AIPR 2011: 1-7 - [c51]Wei Guan, Suya You, Ulrich Neumann:
GPS-aided recognition-based user tracking system with augmented reality in extreme large-scale areas. MMSys 2011: 1-10 - [c50]Wei Guan, Suya You, Ulrich Neumann:
Recognition-driven 3D navigation in large-scale virtual environments. VR 2011: 71-74 - [c49]Quan Wang, Wei Guan, Suya You:
Augmented distinctive features for efficient image matching. WACV 2011: 15-22 - [c48]Wei Guan, Suya You, Ulrich Neumann:
Computationally efficient retrieval-based tracking system and augmented reality for large-scale areas. WACV 2011: 410-417 - 2010
- [c47]Quan Wang, Suya You:
Automatic Registration of Large-Scale Multi-sensor Datasets. ECCV Workshops (1) 2010: 225-238 - [c46]Quan Wang, Suya You:
Explore multiple clues for urban images matching. ICIP 2010: 4621-4624
2000 – 2009
- 2009
- [j8]Charalambos Poullis, Suya You:
Photorealistic Large-Scale Urban City Model Reconstruction. IEEE Trans. Vis. Comput. Graph. 15(4): 654-669 (2009) - [c45]Jonathan Mooser, Suya You, Ulrich Neumann, Raphaël Grasset, Mark Billinghurst:
A Dynamic Programming Approach to Maximizing Tracks for Structure from Motion. ACCV (2) 2009: 1-10 - [c44]Charalambos Poullis, Suya You:
Automatic reconstruction of cities from remote sensor data. CVPR 2009: 2775-2782 - [c43]Lu Wang, Ulrich Neumann, Suya You:
Wide-baseline image matching using Line Signatures. ICCV 2009: 1311-1318 - [c42]Lu Wang, Suya You, Ulrich Neumann:
PTZ camera calibration for Augmented Virtual Environments. ICME 2009: 1366-1369 - [c41]Wei Guan, Lu Wang, Jonathan Mooser, Suya You, Ulrich Neumann:
Robust pose estimation in untextured environments for augmented reality applications. ISMAR 2009: 191-192 - [c40]Charalambos Poullis, Suya You:
Automatic Creation of Massive Virtual Cities. VR 2009: 199-202 - [c39]Jonathan Mooser, Suya You, Ulrich Neumann, Quan Wang:
Applying robust structure from motion to markerless augmented reality. WACV 2009: 1-8 - [c38]Quan Wang, Suya You:
A vision-based 2D-3D registration system. WACV 2009: 1-8 - 2008
- [c37]Lu Wang, Suya You, Ulrich Neumann:
Supporting range and segment-based hysteresis thresholding in edge detection. ICIP 2008: 609-612 - [c36]Yun-Ta Tsai, Quan Wang, Suya You:
CDIKP: A highly-compact local feature descriptor. ICPR 2008: 1-4 - [c35]Quan Wang, Suya You:
Feature selection for real-time image matching systems. ICPR 2008: 1-4 - [c34]Jonathan Mooser, Suya You, Ulrich Neumann:
Large document, small screen: a camera driven scroll and zoom control for mobile devices. SI3D 2008: 27-34 - [c33]Charalambos Poullis, Suya You, Ulrich Neumann:
Rapid Creation of Large-scale Photorealistic Virtual Environments. VR 2008: 153-160 - [c32]Charalambos Poullis, Suya You, Ulrich Neumann:
A Vision-Based System For Automatic Detection and Extraction Of Road Networks. WACV 2008: 1-8 - 2007
- [c31]Quan Wang, Suya You:
Real-Time Image Matching Based on Multiple View Kernel Projection. CVPR 2007 - [c30]Charalambos Poullis, Suya You, Ulrich Neumann:
Linear feature extraction using perceptual grouping and graph-cuts. GIS 2007: 64 - [c29]Lu Wang, Suya You, Ulrich Neumann:
Semiautomatic registration between ground-level panoramas and an orthorectified aerial image for building modeling. ICCV 2007: 1-8 - [c28]Charalambos Poullis, Suya You, Ulrich Neumann:
Generating High-Resolution Textures for 3D Virtual Environments using View-Independent Texture Mapping. ICME 2007: 1295-1298 - [c27]Suya You, Ulrich Neumann:
A High-Performance Image Matching and Recognition System for Multimedia Applications. ICME 2007: 1746-1749 - [c26]Jonathan Mooser, Lu Wang, Suya You, Ulrich Neumann:
An Augmented Reality Interface for Mobile Information Retrieval. ICME 2007: 2226-2229 - [c25]Jonathan Mooser, Suya You, Ulrich Neumann:
Real-Time Object Tracking for Augmented Reality Combining Graph Cuts and Optical Flow. ISMAR 2007: 145-152 - [c24]Lu Wang, Suya You, Ulrich Neumann:
Single View Camera Calibration for Augmented Virtual Environments. VR 2007: 255-258 - 2006
- [c23]Jinhui Hu, Suya You, Ulrich Neumann:
Integrating LiDAR, Aerial Image and Ground Images for Complete Urban Building Modeling. 3DPVT 2006: 184-191 - [c22]Jinhui Hu, Suya You, Ulrich Neumann:
Vanishing Hull. 3DPVT 2006: 448-455 - [c21]Lu Wang, Suya You, Ulrich Neumann:
Large-Scale Urban Modeling by Combining Ground Level Panoramic and Aerial Imagery. 3DPVT 2006: 806-813 - [c20]Ismail Oner Sebe, Suya You, Ulrich Neumann:
Model-Driven Video-Based Rendering for Vehicles. CVPR Workshops 2006: 166 - [c19]Cyrus Shahabi, Yao-Yi Chiang, Kelvin Chung, Kai-Chen Huang, Jeff Khoshgozaran-Haghighi, Craig A. Knoblock, Sung Lee, Ulrich Neumann, Ram Nevatia, Arjun Rihan, Snehal Thakkar, Suya You:
Geodec: Enabling Geospatial Decision Making. ICME 2006: 93-96 - [c18]Jonathan Mooser, Suya You, Ulrich Neumann:
Tricodes: A Barcode-Like Fiducial Design for Augmented Reality Media. ICME 2006: 1301-1304 - [c17]