Winston H. Hsu

According to our database, Winston H. Hsu authored at least 223 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Attention Tracker: Detecting Prompt Injection Attacks in LLMs.

Kuo-Han Hung, Ching-Yun Ko, Ambrish Rawat, I-Hsin Chung, Winston H. Hsu, Pin-Yu Chen

CoRR, 2024

Revisiting Semi-supervised Adversarial Robustness via Noise-aware Online Robust Distillation.

Tsung-Han Wu, Hung-Ting Su, Shang-Tse Chen, Winston H. Hsu

CoRR, 2024

Distribution Discrepancy and Feature Heterogeneity for Active 3D Object Detection.

Huang-Yu Chen, Jia-Fong Yeh, Jia-Wei Liao, Pin-Hsuan Peng, Winston H. Hsu

CoRR, 2024

Context-Aware Replanning with Pre-explored Semantic Map for Object Navigation.

Hung-Ting Su, Ching-Yuan Chen, Po-Chen Ko, Jia-Fong Yeh, Min Sun, Winston H. Hsu

CoRR, 2024

Bridging Episodes and Semantics: A Novel Framework for Long-Form Video Understanding.

Gueter Josmy Faure, Jia-Fong Yeh, Min-Hung Chen, Hung-Ting Su, Winston H. Hsu, Shang-Hong Lai

CoRR, 2024

Investigating Video Reasoning Capability of Large Language Models with Tropes in Movies.

Hung-Ting Su, Chun-Tong Chao, Ya-Ching Hsu, Xudong Lin, Yulei Niu, Hung-Yi Lee, Winston H. Hsu

CoRR, 2024

Shared-unique Features and Task-aware Prioritized Sampling on Multi-task Reinforcement Learning.

Po-Shao Lin, Jia-Fong Yeh, Yi-Ting Chen, Winston H. Hsu

CoRR, 2024

VICtoR: Learning Hierarchical Vision-Instruction Correlation Rewards for Long-horizon Manipulation.

Kuo-Han Hung, Pang-Chi Lo, Jia-Fong Yeh, Han-Yuan Hsu, Yi-Ting Chen, Winston H. Hsu

CoRR, 2024

Tracking-Assisted Object Detection with Event Cameras.

Ting-Kang Yen, Igor Morawski, Shusil Dangi, Kai He, Chung-Yi Lin, Jia-Fong Yeh, Hung-Ting Su, Winston H. Hsu

CoRR, 2024

AED: Adaptable Error Detection for Few-shot Imitation Policy.

Jia-Fong Yeh, Kuo-Han Hung, Pang-Chi Lo, Chi-Ming Chung, Tsung-Han Wu, Hung-Ting Su, Yi-Ting Chen, Winston H. Hsu

CoRR, 2024

Tel2Veh: Fusion of Telecom Data and Vehicle Flow to Predict Camera-Free Traffic via a Spatio-Temporal Framework.

ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Enhancing Sustainable Urban Mobility Prediction with Telecom Data: A Spatio-Temporal Framework Approach.

ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

WLST: Weak Labels Guided Self-training for Weakly-supervised Domain Adaptation on 3D Object Detection.

Tsung-Lin Tsou, Tsung-Han Wu, Winston H. Hsu

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Unveiling Narrative Reasoning Limits of Large Language Models with Trope in Movie Synopses.

Hung-Ting Su, Ya-Ching Hsu, Xudong Lin, Xiang Qian Shi, Yulei Niu, Han-Yuan Hsu, Hung-yi Lee, Winston H. Hsu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Unsupervised Image Prior via Prompt Learning and CLIP Semantic Guidance for Low-Light Image Enhancement.

Igor Morawski, Kai He, Shusil Dangi, Winston H. Hsu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation and Prediction via Multifaceted Graph Modeling.

ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Dual-Awareness Attention for Few-Shot Object Detection.

Tung-I Chen, Yueh-Cheng Liu, Hung-Ting Su, Yu-Cheng Chang, Yu-Hsiang Lin, Jia-Fong Yeh, Wen-Chin Chen, Winston H. Hsu

IEEE Trans. Multim., 2023

Unsupervised Adversarial Detection without Extra Model: Training Loss Should Change.

Chien Cheng Chyou, Hung-Ting Su, Winston H. Hsu

CoRR, 2023

MuRAL: Multi-Scale Region-based Active Learning for Object Detection.

Yi-Syuan Liou, Tsung-Han Wu, Jia-Fong Yeh, Wen-Chin Chen, Winston H. Hsu

CoRR, 2023

Self-Training with High-Dimensional Markers for Cell Instance Segmentation.

Kuang-Cheng Lo, Cheng-Wei Lin, Hsin-Ying Lee, Hao Hsu, Winston H. Hsu, Tung-Hung Su, Shih-Yu Chen, Yung-Ming Jeng

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Geographical Cellular Traffic Prediction with Multivariate Spatio-Temporal Modeling.

ChungYi Lin, Shen-Lung Tung, Winston H. Hsu

Proceedings of the 2nd International Workshop on Spatio-Temporal Reasoning and Learning (STRL 2023) co-located with the 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023

CrossDTR: Cross-view and Depth-guided Transformers for 3D Object Detection.

Ching-Yu Tseng, Yi-Rong Chen, Hsin-Ying Lee, Tsung-Han Wu, Wen-Chin Chen, Winston H. Hsu

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

CFVS: Coarse-to-Fine Visual Servoing for 6-DoF Object-Agnostic Peg-In-Hole Assembly.

Bo-Siang Lu, Tung-I Chen, Hsin-Ying Lee, Winston H. Hsu

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Coarse-to-Fine Point Cloud Registration with SE(3)-Equivariant Representations.

Cheng-Wei Lin, Tung-I Chen, Hsin-Ying Lee, Wen-Chin Chen, Winston H. Hsu

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Orbeez-SLAM: A Real-time Monocular Visual SLAM with ORB Features and NeRF-realized Mapping.

Chi-Ming Chung, Yang-Che Tseng, Ya-Ching Hsu, Xiang Qian Shi, Yun-Hung Hua, Jia-Fong Yeh, Wen-Chin Chen, Yi-Ting Chen, Winston H. Hsu

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Pay Attention to Multi-Channel for Improving Graph Neural Networks.

ChungYi Lin, Shen-Lung Tung, Winston H. Hsu

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Fair Robust Active Learning by Joint Inconsistency.

Tsung-Han Wu, Hung-Ting Su, Shang-Tse Chen, Winston H. Hsu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

BIRD-PCC: Bi-Directional Range Image-Based Deep Lidar Point Cloud Compression.

Chia-Sheng Liu, Jia-Fong Yeh, Hao Hsu, Hung-Ting Su, Ming-Sui Lee, Winston H. Hsu

Proceedings of the IEEE International Conference on Acoustics, 2023

Language Models are Causal Knowledge Extractors for Zero-shot Video Question Answering.

Hung-Ting Su, Yulei Niu, Xudong Lin, Winston H. Hsu, Shih-Fu Chang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Revisiting Depth-guided Methods for Monocular 3D Object Detection by Hierarchical Balanced Depth.

Yi-Rong Chen, Ching-Yu Tseng, Yi-Syuan Liou, Tsung-Han Wu, Winston H. Hsu

Proceedings of the Conference on Robot Learning, 2023

CTCam: Enhancing Transportation Evaluation through Fusion of Cellular Traffic and Camera-Based Vehicle Flows.

ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

STAMINA (Spatial-Temporal Aligned Meteorological INformation Attention) and FPL (Focal Precip Loss): Advancements in Precipitation Nowcasting for Heavy Rainfall Events.

Ping-Chia Huang, Yueh-Li Chen, Yi-Syuan Liou, Bing-Chen Tsai, Chun-Chieh Wu, Winston H. Hsu

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Minisuperb: Lightweight Benchmark for Self-Supervised Speech Models.

Yu-Hsiang Wang, Huang-Yu Chen, Kai-Wei Chang, Winston H. Hsu, Hung-Yi Lee

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Raw Image Deblurring.

Chih-Hung Liang, Yu-An Chen, Yueh-Cheng Liu, Winston H. Hsu

IEEE Trans. Multim., 2022

Fair Robust Active Learning by Joint Inconsistency.

Tsung-Han Wu, Shang-Tse Chen, Winston H. Hsu

CoRR, 2022

ADeADA: Adaptive Density-aware Active Domain Adaptation for Semantic Segmentation.

Tsung-Han Wu, Yi-Syuan Liou, Shao-Ji Yuan, Hsin-Ying Lee, Tung-I Chen, Winston H. Hsu

CoRR, 2022

Lung-Originated Tumor Segmentation from Computed Tomography Scan (LOTUS) Benchmark.

Parnian Afshar, Arash Mohammadi, Konstantinos N. Plataniotis, Keyvan Farahani, Justin S. Kirby, Anastasia Oikonomou, Amir Asif, Leonard Wee, Andre Dekker, Xin Wu, Mohammad Ariful Haque, Shahruk Hossain, Md. Kamrul Hasan, Uday Kamal, Winston H. Hsu, Jhih-Yuan Lin, M. Sohel Rahman, Nabil Ibtehaz, Sh. M. Amir Foisol, Kin-Man Lam, Zhong Guang, Runze Zhang, Sumohana S. Channappayya, Shashank Gupta, Chander Dev

CoRR, 2022

SeqDNet: Improving Missing Value by Sequential Depth Network.

Hao Hsu, Hung-Ting Su, Jia-Fong Yeh, Chi-Ming Chung, Winston H. Hsu

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

$\mathrm {D^2ADA}$: Dynamic Density-Aware Active Domain Adaptation for Semantic Segmentation.

Tsung-Han Wu, Yi-Syuan Liou, Shao-Ji Yuan, Hsin-Ying Lee, Tung-I Chen, Kuan-Chih Huang, Winston H. Hsu

Proceedings of the Computer Vision - ECCV 2022, 2022

GenISP: Neural ISP for Low-Light Machine Cognition.

Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Shusil Dangi, Kai He, Winston H. Hsu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

MonoDTR: Monocular 3D Object Detection with Depth-Aware Transformer.

Kuan-Chih Huang, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Learning Fine-Grained Visual Understanding for Video Question Answering via Decoupling Spatial-Temporal Modeling.

Hsin-Ying Lee, Hung-Ting Su, Bing-Chen Tsai, Tsung-Han Wu, Jia-Fong Yeh, Winston H. Hsu

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Free-form 3D Scene Inpainting with Dual-stream GAN.

Ru-Fen Jheng, Tsung-Han Wu, Jia-Fong Yeh, Winston H. Hsu

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Stage Conscious Attention Network (SCAN): A Demonstration-Conditioned Policy for Few-Shot Imitation.

Jia-Fong Yeh, Chi-Ming Chung, Hung-Ting Su, Yi-Ting Chen, Winston H. Hsu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

xCos: An Explainable Cosine Metric for Face Verification Task.

Yu-Sheng Lin, Zhe Yu Liu, Yu-An Chen, Yu-Siang Wang, Ya-Liang Chang, Winston H. Hsu

ACM Trans. Multim. Comput. Commun. Appl., 2021

End-to-End Video Question-Answer Generation With Generator-Pretester Network.

Hung-Ting Su, Chen-Hsi Chang, Po-Wei Shen, Yu-Siang Wang, Ya-Liang Chang, Yu-Cheng Chang, Pu-Jen Cheng, Winston H. Hsu

IEEE Trans. Circuits Syst. Video Technol., 2021

Learn from the past - sequentially one-to-one video deblurring network.

Chih-Hung Liang, Hung-Ting Su, Winston H. Hsu

J. Vis. Commun. Image Represent., 2021

3rd Place Solution for NeurIPS 2021 Shifts Challenge: Vehicle Motion Prediction.

Ching-Yu Tseng, Po-Shao Lin, Yu-Jia Liou, Kuan-Chih Huang, Winston H. Hsu

CoRR, 2021

Anomaly-Aware Semantic Segmentation by Leveraging Synthetic-Unknown Data.

Guan-Rong Lu, Yueh-Cheng Liu, Tung-I Chen, Hung-Ting Su, Tsung-Han Wu, Winston H. Hsu

CoRR, 2021

Learning from 2D: Pixel-to-Point Knowledge Transfer for 3D Pretraining.

Yueh-Cheng Liu, Yu-Kai Huang, HungYueh Chiang, Hung-Ting Su, Zhe Yu Liu, Chin-Tang Chen, Ching-Yu Tseng, Winston H. Hsu

CoRR, 2021

S³: Learnable Sparse Signal Superdensity for Guided Depth Estimation.

Yu-Kai Huang, Yueh-Cheng Liu, Tsung-Han Wu, Hung-Ting Su, Yu-Cheng Chang, Tsung-Lin Tsou, Yu-An Wang, Winston H. Hsu

CoRR, 2021

Should I Look at the Head or the Tail? Dual-awareness Attention for Few-Shot Object Detection.

Tung-I Chen, Yueh-Cheng Liu, Hung-Ting Su, Yu-Cheng Chang, Yu-Hsiang Lin, Jia-Fong Yeh, Winston H. Hsu

CoRR, 2021

Situation and Behavior Understanding by Trope Detection on Films.

Chen-Hsi Chang, Hung-Ting Su, Juiheng Hsu, Yu-Siang Wang, Yu-Cheng Chang, Zhe Yu Liu, Ya-Liang Chang, Wen-Feng Cheng, Ke-Jyun Wang, Winston H. Hsu

Proceedings of the WWW '21: The Web Conference 2021, 2021

Class-agnostic Few-shot Object Counting.

Shuo-Diao Yang, Hung-Ting Su, Winston H. Hsu, Wen-Chin Chen

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

OCID-Ref: A 3D Robotic Dataset With Embodied Language For Clutter Scene Grounding.

Ke-Jyun Wang, Yun-Hsuan Liu, Hung-Ting Su, Jen-Wei Wang, Yu-Siang Wang, Winston H. Hsu, Wen-Chin Chen

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

ODIP: Towards Automatic Adaptation for Object Detection by Interactive Perception.

Tung-I Chen, Jen-Wei Wang, Winston H. Hsu

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation.

Tsung-Han Wu, Yueh-Cheng Liu, Yu-Kai Huang, Hsin-Ying Lee, Hung-Ting Su, Ping-Chia Huang, Winston H. Hsu

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Role Aware Multi-Party Dialogue Question Answering.

Jui-Heng Hsu, Po-Wei Shen, Hung-Ting Su, Chen-Hsi Chang, Jia-Fong Yeh, Winston H. Hsu

Proceedings of the IEEE International Conference on Acoustics, 2021

S3: Learnable Sparse Signal Superdensity for Guided Depth Estimation.

Yu-Kai Huang, Yueh-Cheng Liu, Tsung-Han Wu, Hung-Ting Su, Yu-Cheng Chang, Tsung-Lin Tsou, Yu-An Wang, Winston H. Hsu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

TrUMAn: Trope Understanding in Movies and Animations.

Hung-Ting Su, Po-Wei Shen, Bing-Chen Tsai, Wen-Feng Cheng, Ke-Jyun Wang, Winston H. Hsu

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffic.

Chung-Yi Lin, Hung-Ting Su, Shen-Lung Tung, Winston H. Hsu

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection Dataset.

Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Winston H. Hsu

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Multi-Stream Attention Learning for Monocular Vehicle Velocity and Inter-Vehicle Distance Estimation.

Kuan-Chih Huang, Yu-Kai Huang, Winston H. Hsu

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Deep Multi-Kernel Convolutional LSTM Networks and an Attention-Based Mechanism for Videos.

Sebastian Agethen, Winston H. Hsu

IEEE Trans. Multim., 2020

A Coarse-To-Fine (C2F) Representation for End-To-End 6-DoF Grasp Detection.

Kuang-Yu Jeng, Yueh-Cheng Liu, Zhe Yu Liu, Jen-Wei Wang, Ya-Liang Chang, Hung-Ting Su, Winston H. Hsu

CoRR, 2020

Large Margin Mechanism and Pseudo Query Set on Cross-Domain Few-Shot Learning.

Jia-Fong Yeh, Hsin-Ying Lee, Bing-Chen Tsai, Yi-Rong Chen, Ping-Chia Huang, Winston H. Hsu

CoRR, 2020

Expanding Sparse Guidance for Stereo Matching.

Yu-Kai Huang, Yueh-Cheng Liu, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu

CoRR, 2020

xCos: An Explainable Cosine Metric for Face Verification Task.

Yu-Sheng Lin, Zhe Yu Liu, Yu-An Chen, Yu-Siang Wang, Hsin-Ying Lee, Yi-Rong Chen, Ya-Liang Chang, Winston H. Hsu

CoRR, 2020

Efficient and Phase-Aware Video Super-Resolution for Cardiac MRI.

Jhih-Yuan Lin, Yu-Cheng Chang, Winston H. Hsu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Video Question Generation via Semantic Rich Cross-Modal Self-Attention Networks Learning.

Yu-Siang Wang, Hung-Ting Su, Chen-Hsi Chang, Zhe Yu Liu, Winston H. Hsu

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

GDN: A Coarse-To-Fine (C2F) Representation for End-To-End 6-DoF Grasp Detection.

Kuang-Yu Jeng, Yueh-Cheng Liu, Zhe Yu Liu, Jen-Wei Wang, Ya-Liang Chang, Hung-Ting Su, Winston H. Hsu

Proceedings of the 4th Conference on Robot Learning, 2020

2019

Deep Long Audio Inpainting.

Ya-Liang Chang, Kuan-Ying Lee, Po-Yu Wu, Hung-yi Lee, Winston H. Hsu

CoRR, 2019

Organ At Risk Segmentation with Multiple Modality.

Kuan-Lun Tseng, Winston H. Hsu, Chun-Ting Wu, Ya-Fang Shih, Fan-Yun Sun

CoRR, 2019

Video Question Generation via Cross-Modal Self-Attention Networks Learning.

Yu-Siang Wang, Hung-Ting Su, Chen-Hsi Chang, Winston H. Hsu

CoRR, 2019

Learnable Gated Temporal Shift Module for Deep Video Inpainting.

Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu

CoRR, 2019

FishNet: A Camera Localizer using Deep Recurrent Networks.

Hsin-I Chen, Sebastian Agethen, Chia-Min Wu, Winston H. Hsu, Bing-Yu Chen

CoRR, 2019

Learning from 3D (Point Cloud) Data.

Winston H. Hsu

Proceedings of the 27th ACM International Conference on Multimedia, 2019

DECCNet: Depth Enhanced Crowd Counting.

Shuo-Diao Yang, Hung-Ting Su, Winston H. Hsu, Wen-Chin Chen

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Indoor Depth Completion with Boundary Consistency and Self-Attention.

Yu-Kai Huang, Tsung-Han Wu, Yueh-Cheng Liu, Winston H. Hsu

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Free-Form Video Inpainting With 3D Gated Convolution and Temporal PatchGAN.

Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Audio Feature Generation for Missing Modality Problem in Video Action Recognition.

Hu-Cheng Lee, Chih-Yu Lin, Pin-Chun Hsu, Winston H. Hsu

Proceedings of the IEEE International Conference on Acoustics, 2019

Saliency Aware: Weakly Supervised Object Localization.

Yun-Chun Chen, Winston H. Hsu

Proceedings of the IEEE International Conference on Acoustics, 2019

VORNet: Spatio-Temporally Consistent Video Inpainting for Object Removal.

Ya-Liang Chang, Zhe Yu Liu, Winston H. Hsu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Anticipation of Human Actions With Pose-Based Fine-Grained Representations.

Sebastian Agethen, Hu-Cheng Lee, Winston H. Hsu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Learnable Gated Temporal Shift Module for Free-form Video Inpainting.

Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu

Proceedings of the 30th British Machine Vision Conference 2019, 2019

A Unified Point-Based Framework for 3D Segmentation.

HungYueh Chiang, Yen-Liang Lin, Yueh-Cheng Liu, Winston H. Hsu

Proceedings of the 2019 International Conference on 3D Vision, 2019

2018

Learning From Cross-Domain Media Streams for Event-of-Interest Discovery.

Wen-Yu Lee, Winston H. Hsu, Shin'ichi Satoh

IEEE Trans. Multim., 2018

Netizen-Style Commenting on Fashion Photos: Dataset and Diversity Measures.

Wen Hua Lin, Kuan-Ting Chen, HungYueh Chiang, Winston H. Hsu

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Super-Identity Convolutional Neural Network for Face Hallucination.

Kaipeng Zhang, Zhanpeng Zhang, Chia-Wen Cheng, Winston H. Hsu, Yu Qiao, Wei Liu, Tong Zhang

Proceedings of the Computer Vision - ECCV 2018, 2018

Deep Disguised Faces Recognition.

Kaipeng Zhang, Ya-Liang Chang, Winston H. Hsu

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Cross-Domain Hallucination Network for Fine-Grained Object Recognition.

Jin-Fu Lin, Yen-Liang Lin, Erh-Kan King, Hung-Ting Su, Winston H. Hsu

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Attribute Augmented Convolutional Neural Network for Face Hallucination.

Cheng-Han Lee, Kaipeng Zhang, Hu-Cheng Lee, Chia-Wen Cheng, Winston H. Hsu

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Drone-View Building Identification by Cross-View Visual Learning and Relative Spatial Estimation.

Chun-Wei Chen, Yin-Hsi Kuo, Tang Lee, Cheng-Han Lee, Winston H. Hsu

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

PIVTONS: Pose Invariant Virtual Try-On Shoe with Conditional Image Completion.

Chao-Te Chou, Cheng-Han Lee, Kaipeng Zhang, Hu-Cheng Lee, Winston H. Hsu

Proceedings of the Computer Vision - ACCV 2018, 2018

Cross-Domain Image-Based 3D Shape Retrieval by View Sequence Learning.

Tang Lee, Yen-Liang Lin, HungYueh Chiang, Ming-Wei Chiu, Winston H. Hsu, Polly Huang

Proceedings of the 2018 International Conference on 3D Vision, 2018

2017

Photo Filter Recommendation by Category-Aware Aesthetic Learning.

Wei-Tse Sun, Ting-Hsuan Chao, Yin-Hsi Kuo, Winston H. Hsu

IEEE Trans. Multim., 2017

Dehashing: Server-Side Context-Aware Feature Reconstruction for Mobile Visual Search.

Yin-Hsi Kuo, Winston H. Hsu

IEEE Trans. Circuits Syst. Video Technol., 2017

Scalable Face Track Retrieval in Video Archives Using Bag-of-Faces Sparse Representation.

Bor-Chun Chen, Yan-Ying Chen, Yin-Hsi Kuo, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh, Winston H. Hsu

IEEE Trans. Circuits Syst. Video Technol., 2017

Editorial for the ICMR 2016 special issue.

Susanne Boll, Winston H. Hsu, Jiebo Luo

Int. J. Multim. Inf. Retr., 2017

Harnessing A.I. for Augmenting Creativity: Application to Movie Trailer Creation.

John R. Smith, Dhiraj Joshi, Benoit Huet, Winston H. Hsu, Jozef Cota

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Feature Learning with Rank-Based Candidate Selection for Product Search.

Yin-Hsi Kuo, Winston H. Hsu

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Drone-Based Object Counting by Spatially Regularized Regional Proposal Network.

Meng-Ru Hsieh, Yen-Liang Lin, Winston H. Hsu

Proceedings of the IEEE International Conference on Computer Vision, 2017

Multi-task learning for face identification and attribute estimation.

Hui-Lan Hsieh, Winston H. Hsu, Yan-Ying Chen

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation.

Kuan-Lun Tseng, Yen-Liang Lin, Winston H. Hsu, Chung-Yang Huang

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

RGB-D to CAD Retrieval with ObjectNN Dataset.

Binh-Son Hua, Quang-Trung Truong, Minh-Khoi Tran, Quang-Hieu Pham, Asako Kanezaki, Tang Lee, HungYueh Chiang, Winston H. Hsu, Bo Li, Yijuan Lu, Henry Johan, Shoki Tashiro, Masaki Aono, Minh-Triet Tran, Viet-Khoi Pham, Hai-Dang Nguyen, Vinh-Tiep Nguyen, Quang-Thang Tran, Thuyen V. Phan, Bao Truong, Minh N. Do, Anh Duc Duong, Lap-Fai Yu, Duc Thanh Nguyen, Sai-Kit Yeung

Proceedings of the 10th Eurographics Workshop on 3D Object Retrieval, 2017

2016

City-view image location identification by multiple geo-social media and graph-based image cluster refinement.

Wen-Yu Lee, Yin-Hsi Kuo, Winston H. Hsu, Kiyoharu Aizawa

J. Vis. Commun. Image Represent., 2016

De-Hashing: Server-Side Context-Aware Feature Reconstruction for Mobile Visual Search.

Yin-Hsi Kuo, Winston H. Hsu

CoRR, 2016

We Can "See" You via Wi-Fi - An Overview and Beyond.

Jen-Yin Chang, Kuan-Ying Lee, Yu-Lin Wei, Kate Ching-Ju Lin, Winston H. Hsu

CoRR, 2016

Location-Independent WiFi Action Recognition via Vision-based Methods.

Jen-Yin Chang, Kuan-Ying Lee, Yu-Lin Wei, Kate Ching-Ju Lin, Winston H. Hsu

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Egocentric activity recognition by leveraging multiple mid-level representations.

Peng-Ju Hsieh, Yen-Liang Lin, Yu-Hsiu Chen, Winston H. Hsu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

LDADEEP+: Latent aspect discovery with deep representations.

Chieh-En Tsai, Hui-Lan Hsieh, Winston H. Hsu

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

WiFi action recognition via vision-based methods.

Jen-Yin Chang, Kuan-Ying Lee, Kate Ching-Ju Lin, Winston H. Hsu

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Mediated experts for deep convolutional networks.

Sebastian Agethen, Winston H. Hsu

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Face Recognition and Retrieval Using Cross-Age Reference Coding With Cross-Age Celebrity Dataset.

Bor-Chun Chen, Chu-Song Chen, Winston H. Hsu

IEEE Trans. Multim., 2015

Augmenting flower recognition by automatically expanding training data from web.

Cheng-Yu Huang, Yen-Liang Lin, Winston H. Hsu

Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Exploiting Word and Visual Word Co-occurrence for Sketch-based Clipart Image Retrieval.

Ching-Hsuan Liu, Yen-Liang Lin, Wen-Feng Cheng, Winston H. Hsu

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Unsupervised Latent Aspect Discovery for Diverse Event Summarization.

Wen-Yu Lee, Yin-Hsi Kuo, Peng-Ju Hsieh, Wen-Feng Cheng, Ting-Hsuan Chao, Hui-Lan Hsieh, Chieh-En Tsai, Hsiao-Ching Chang, Jia-Shin Lan, Winston H. Hsu

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Real-Time Instant Event Detection in Egocentric Videos by Leveraging Sensor-Based Motion Context.

Pei-Yun Hsu, Wen-Feng Cheng, Peng-Ju Hsieh, Yen-Liang Lin, Winston H. Hsu

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Who are the Devils Wearing Prada in New York City?

Kuan-Ting Chen, Kezhen Chen, Peizhong Cong, Winston H. Hsu, Jiebo Luo

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Filter-Invariant Image Classification on Social Media Photos.

Yu-Hsiu Chen, Ting-Hsuan Chao, Sheng-Yi Bai, Yen-Liang Lin, Wen-Chin Chen, Winston H. Hsu

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Trending pool: Visual analytics for trending event compositions for time-series categorical log data.

Yi-Chih Tsai, Liang-Chi Hsieh, Wen-Feng Cheng, Yin-Hsi Kuo, Winston H. Hsu, Wen-Chin Chen

Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

Summarizing While Recording: Context-Based Highlight Detection for Egocentric Videos.

Yen-Liang Lin, Vlad I. Morariu, Winston H. Hsu

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Identify Visual Human Signature in community via wearable camera.

Chia-Chin Tsao, Yan-Ying Chen, Yu-Lin Hou, Winston H. Hsu

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Enhancing sparse voice annotation for semantic retrieval of personal photos by continuous space word representations.

Yuan-ming Liou, Hung-tsung Lu, Yi-Sheng Fu, Winston H. Hsu, Lin-Shan Lee

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Approximating Weighted Hamming Distance by Probabilistic Selection for Multiple Hash Tables.

Chiang-Yu Tsai, Yin-Hsi Kuo, Winston H. Hsu

Proceedings of the Advances in Information Retrieval, 2015

Scalable object detection by filter compression with regularized sparse coding.

Ting-Hsuan Chao, Yen-Liang Lin, Yin-Hsi Kuo, Winston H. Hsu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Visually Interpreting Names as Demographic Attributes by Exploiting Click-Through Data.

Yan-Ying Chen, Yin-Hsi Kuo, Chun-Che Wu, Winston H. Hsu

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Scalable Mobile Visual Classification by Kernel Preserving Projection Over High-Dimensional Features.

Yu-Chuan Su, Tzu-Hsuan Chiu, Yin-Hsi Kuo, Chun-Yen Yeh, Winston H. Hsu

IEEE Trans. Multim., 2014

Online image search result grouping with MapReduce-based image clustering and graph construction for large-scale photos.

Liang-Chi Hsieh, Guan-Long Wu, Yu-Ming Hsu, Winston H. Hsu

J. Vis. Commun. Image Represent., 2014

Transfer Learning for Video Recognition with Scarce Training Data.

Yu-Chuan Su, Tzu-Hsuan Chiu, Chun-Yen Yeh, Hsinfu Huang, Winston H. Hsu

CoRR, 2014

Me-link: link me to the media - fusing audio and visual cues for robust and efficient mobile media interaction.

Chun-Yen Yeh, Yu-Ming Hsu, Hsinfu Huang, Hong-Wun Jheng, Yu-Chuan Su, Tzu-Hsuan Chiu, Winston H. Hsu

Proceedings of the 23rd International World Wide Web Conference, 2014

Learning to personalize trending image search suggestion.

Chun-Che Wu, Tao Mei, Winston H. Hsu, Yong Rui

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Facial Attribute Space Compression by Latent Human Topic Discovery.

Chia-Hung Lin, Yan-Ying Chen, Bor-Chun Chen, Yu-Lin Hou, Winston H. Hsu

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Efficient Cross-Domain Image Retrieval by Multi-Level Matching and Spatial Verification for Structural Similarity.

Che-Chun Lee, Yin-Hsi Kuo, Winston H. Hsu, Shin'ichi Satoh, Sebastian Agethen

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Discovering the City by Mining Diverse and Multimodal Data Streams.

Yin-Hsi Kuo, Yan-Ying Chen, Bor-Chun Chen, Wen-Yu Lee, Chun-Che Wu, Chia-Hung Lin, Yu-Lin Hou, Wen-Feng Cheng, Yi-Chih Tsai, Chung-Yen Hung, Liang-Chi Hsieh, Winston H. Hsu

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Automatic Facial Image Annotation and Retrieval by Integrating Voice Label and Visual Appearance.

Hong-Wun Jheng, Bor-Chun Chen, Yan-Ying Chen, Winston H. Hsu

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Efficient Face Detection by Leveraging Knowledge from Large-Scale Photos.

Yi-De Lin, Yen-Liang Lin, Winston H. Hsu

Proceedings of the International Conference on Multimedia Retrieval, 2014

Rank-Preserving and Unsupervised Hash Learning from Auxiliary Contextual Cues.

Yin-Hsi Kuo, Winston H. Hsu

Proceedings of the International Conference on Multimedia Retrieval, 2014

Predicting Viewer Affective Comments Based on Image Content in Social Media.

Yan-Ying Chen, Tao Chen, Winston H. Hsu, Hong-Yuan Mark Liao, Shih-Fu Chang

Proceedings of the International Conference on Multimedia Retrieval, 2014

Learning-based heart rate detection from remote photoplethysmography features.

YungChien Hsu, Yen-Liang Lin, Winston H. Hsu

Proceedings of the IEEE International Conference on Acoustics, 2014

Investigating and predicting social and visual image interestingness on social media by crowdsourcing.

Liang-Chi Hsieh, Winston H. Hsu, Hao-Chuan Wang

Proceedings of the IEEE International Conference on Acoustics, 2014

Jointly Optimizing 3D Model Fitting and Fine-Grained Classification.

Yen-Liang Lin, Vlad I. Morariu, Winston H. Hsu, Larry S. Davis

Proceedings of the Computer Vision - ECCV 2014, 2014

Cross-Age Reference Coding for Age-Invariant Face Recognition and Retrieval.

Bor-Chun Chen, Chu-Song Chen, Winston H. Hsu

Proceedings of the Computer Vision - ECCV 2014, 2014

2013

Automatic Training Image Acquisition and Effective Feature Selection From Community-Contributed Photos for Facial Attribute Detection.

Yan-Ying Chen, Winston H. Hsu, Hong-Yuan Mark Liao

IEEE Trans. Multim., 2013

Scalable Face Image Retrieval Using Attribute-Enhanced Sparse Codewords.

Bor-Chun Chen, Yan-Ying Chen, Yin-Hsi Kuo, Winston H. Hsu

IEEE Trans. Multim., 2013

Travel Recommendation by Mining People Attributes and Travel Group Types From Community-Contributed Photos.

Yan-Ying Chen, An-Jung Cheng, Winston H. Hsu

IEEE Trans. Multim., 2013

Investigating 3-D Model and Part Information for Improving Content-Based Vehicle Retrieval.

Yen-Liang Lin, Ming-Kuang Tsai, Winston H. Hsu, Chih-Wei Chen

IEEE Trans. Circuits Syst. Video Technol., 2013

Graph-based semi-supervised learning with multi-modality propagation for large-scale image datasets.

Wen-Yu Lee, Liang-Chi Hsieh, Guan-Long Wu, Winston H. Hsu

J. Vis. Commun. Image Represent., 2013

Scalable Mobile Video Retrieval with Sparse Projection Learning and Pseudo Label Mining.

Guan-Long Wu, Yin-Hsi Kuo, Tzu-Hsuan Chiu, Winston H. Hsu, Lexing Xie

IEEE Multim., 2013

Search-based relevance association with auxiliary contextual cues.

Chun-Che Wu, Kuan-Yu Chu, Yin-Hsi Kuo, Yan-Ying Chen, Wen-Yu Lee, Winston H. Hsu

Proceedings of the ACM Multimedia Conference, 2013

Flickr-tag prediction using multi-modal fusion and meta information.

Yu-Chuan Su, Tzu-Hsuan Chiu, Guan-Long Wu, Chun-Yen Yeh, Felix Wu, Winston H. Hsu

Proceedings of the ACM Multimedia Conference, 2013

Enabling low bitrate mobile visual recognition: a performance versus bandwidth evaluation.

Yu-Chuan Su, Tzu-Hsuan Chiu, Yan-Ying Chen, Chun-Yen Yeh, Winston H. Hsu

Proceedings of the ACM Multimedia Conference, 2013

City-view image retrieval leveraging check-in data.

Wen-Yu Lee, Yin-Hsi Kuo, Winston H. Hsu

Proceedings of the 2nd ACM international workshop on Geotagging and its applications in multimedia, 2013

Real-time privacy-preserving moving object detection in the cloud.

Kuan-Yu Chu, Yin-Hsi Kuo, Winston H. Hsu

Proceedings of the ACM Multimedia Conference, 2013

3D Sub-query Expansion for Improving Sketch-Based Multi-view Image Retrieval.

Yen-Liang Lin, Cheng-Yu Huang, Hao-Jeng Wang, Winston H. Hsu

Proceedings of the IEEE International Conference on Computer Vision, 2013

Full body human attribute detection in indoor surveillance environment using color-depth information.

Hao-Jen Wang, Yen-Liang Lin, Cheng-Yu Huang, Yu-Lin Hou, Winston H. Hsu

Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012

Preference-Aware View Recommendation System for Scenic Photos Based on Bag-of-Aesthetics-Preserving Features.

Hsiao-Hang Su, Tse-Wei Chen, Chieh-Chi Kao, Winston H. Hsu, Shao-Yi Chien

IEEE Trans. Multim., 2012

Unsupervised Semantic Feature Discovery for Image Object Retrieval and Tag Refinement.

Yin-Hsi Kuo, Wen-Huang Cheng, Hsuan-Tien Lin, Winston H. Hsu

IEEE Trans. Multim., 2012

Learning by expansion: Exploiting social media for image classification with few training examples.

Sheng-Yuan Wang, Wei-Shing Liao, Liang-Chi Hsieh, Yan-Ying Chen, Winston H. Hsu

Neurocomputing, 2012

Where is who: large-scale photo retrieval by facial attributes and canvas layout.

Yu-Heng Lei, Yan-Ying Chen, Bor-Chun Chen, Lime Iida, Winston H. Hsu

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Sharing the trees among random forests for effective and efficient concept detection.

Tzu-Hsuan Chiu, Guan-Long Wu, Yu-Chuan Su, Winston H. Hsu

Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 2012

Large-scale simultaneous multi-object recognition and localization via bottom up search-based approach.

Chun-Che Wu, Yin-Hsi Kuo, Winston H. Hsu

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Sketch-based image retrieval on mobile devices using compact hash bits.

Kai-Yu Tseng, Yen-Liang Lin, Yu-Hsiu Chen, Winston H. Hsu

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Detecting the directions of viewing landmarks for recommendation by large-scale user-contributed photos.

Yen-Ta Huang, Kuan-Ting Chen, Liang-Chi Hsieh, Winston H. Hsu, Ya-Fan Su

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Emerging challenges and opportunities in exploiting mobile photos and videos.

Winston H. Hsu

Proceedings of the 2nd ACM international workshop on Interactive multimedia on mobile and portable devices, 2012

Discovering informative social subgraphs and predicting pairwise relationships from group photos.

Yan-Ying Chen, Winston H. Hsu, Hong-Yuan Mark Liao

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Evaluating Gaussian Like Image Representations over Local Features.

Yu-Chuan Su, Guan-Long Wu, Tzu-Hsuan Chiu, Winston H. Hsu, Kuo-Wei Chang

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Live Semantic Sport Highlight Detection Based on Analyzing Tweets of Twitter.

Liang-Chi Hsieh, Ching-Wei Lee, Tzu-Hsuan Chiu, Winston H. Hsu

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Content-based vehicle retrieval using 3D model and part information.

Ming-Kuang Tsai, Yen-Liang Lin, Winston H. Hsu, Chih-Wei Chen

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Two-stage sparse graph construction using MinHash on MapReduce.

Liang-Chi Hsieh, Guan-Long Wu, Wen-Yu Lee, Winston H. Hsu

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Learning facial attributes by crowdsourcing in social media.

Yan-Ying Chen, Winston H. Hsu, Hong-Yuan Mark Liao

Proceedings of the 20th International Conference on World Wide Web, 2011

Multi-layer graph-based semi-supervised learning for large-scale image datasets using mapreduce.

Wen-Yu Lee, Liang-Chi Hsieh, Guan-Long Wu, Winston H. Hsu, Ya-Fan Su

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Region-based landmark discovery by crowdsourcing geo-referenced photos.

Yen-Ta Huang, An-Jung Cheng, Liang-Chi Hsieh, Winston H. Hsu, Kuo-Wei Chang

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Snap2Read: Automatic Magazine Capturing and Analysis for Adaptive Mobile Reading.

Yu-Ming Hsu, Yen-Liang Lin, Winston H. Hsu, Brian Wang

Proceedings of the Advances in Multimedia Modeling, 2011

Scalable mobile video question-answering system with locally aggregated descriptors and random projection.

Guan-Long Wu, Yu-Chuan Su, Tzu-Hsuan Chiu, Liang-Chi Hsieh, Winston H. Hsu

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Scenic photo quality assessment with bag of aesthetics-preserving features.

Hsiao-Hang Su, Tse-Wei Chen, Chieh-Chi Kao, Winston H. Hsu, Shao-Yi Chien

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Multiple object localization by context-aware adaptive window search and search-based object recognition.

Fang-Erh Lin, Yin-Hsi Kuo, Winston H. Hsu

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Photo search by face positions and facial attributes on touch devices.

Yu-Heng Lei, Yan-Ying Chen, Lime Iida, Bor-Chun Chen, Hsiao-Hang Su, Winston H. Hsu

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Augmenting mobile city-view image retrieval with context-rich user-contributed photos.

Yin-Hsi Kuo, Wen-Yu Lee, Winston H. Hsu, Wen-Huang Cheng

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Comp2Watch: enhancing the mobile video browsing experience.

Yu-Ming Hsu, Ming-Kuang Tsai, Yen-Liang Lin, Winston H. Hsu

Proceedings of the 2011 international ACM workshop on Interactive multimedia on mobile and portable devices, 2011

Personalized travel recommendation by mining people attributes from community-contributed photos.

An-Jung Cheng, Yan-Ying Chen, Yen-Ta Huang, Winston H. Hsu, Hong-Yuan Mark Liao

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Semi-supervised face image retrieval using sparse coding with identity constraint.

Bor-Chun Chen, Yin-Hsi Kuo, Yan-Ying Chen, Kuan-Yu Chu, Winston H. Hsu

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Coarse-to-fine temporal optimization for video retargeting based on seam carving.

Wei-Lun Chao, Hsiao-Hang Su, Shao-Yi Chien, Winston H. Hsu, Jian-Jiun Ding

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Unsupervised auxiliary visual words discovery for large-scale image object retrieval.

Yin-Hsi Kuo, Hsuan-Tien Lin, Wen-Huang Cheng, Yi-Hsuan Yang, Winston H. Hsu

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Boosting image object retrieval and indexing by automatically discovered pseudo-objects.

Kuan-Ting Chen, Kuan Hung Lin, Yin-Hsi Kuo, Yi-Lun Wu, Winston H. Hsu

J. Vis. Commun. Image Represent., 2010

Knowledge Discovery from Community-Contributed Multimedia.

Tao Mei, Winston H. Hsu, Jiebo Luo

IEEE Multim., 2010

Interactive inquiry for object of interest in video playback by motion-augmented graph cut.

Po-Nung Tseng, Yen-Liang Lin, Winston H. Hsu

Proceedings of the 18th International Conference on Multimedia 2010, 2010

A technical demonstration of large-scale image object retrieval by efficient query evaluation and effective auxiliary visual feature discovery.

Yin-Hsi Kuo, Yi-Lun Wu, Kuan-Ting Chen, Yi-Hsuan Yang, Tzu-Hsuan Chiu, Winston H. Hsu

Proceedings of the 18th International Conference on Multimedia 2010, 2010

GPS, compass, or camera?: investigating effective mobile sensors for automatic search-based image annotation.

An-Jung Cheng, Fang-Erh Lin, Yin-Hsi Kuo, Winston H. Hsu

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Search-Based Automatic Image Annotation via Flickr Photos Using Tag Expansion.

Liang-Chi Hsieh, Winston H. Hsu

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Online Reranking via Ordinal Informative Concepts for Context Fusion in Concept Detection and Video Search.

Yi-Hsuan Yang, Winston H. Hsu, Homer H. Chen

IEEE Trans. Circuits Syst. Video Technol., 2009

Adaptive Learning for Multimodal Fusion in Video Search.

Wen-Yu Lee, Po Tun Wu, Winston H. Hsu

Proceedings of the Advances in Multimedia Information Processing, 2009

Content-based and concept-based retrieval for large-scale image/video collections.

Rong Yan, Winston H. Hsu

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Query expansion for hash-based image object retrieval.

Yin-Hsi Kuo, Kuan-Ting Chen, Chien-Hsing Chiang, Winston H. Hsu

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Canonical image selection and efficient image graph construction for large-scale flickr photos.

Liang-Chi Hsieh, Kuan-Ting Chen, Chien-Hsing Chiang, Yi-Hsuan Yang, Guan-Long Wu, Chun-Sung Ferng, Hsiu-Wen Hsueh, Angela Charng-Rurng Tsai, Winston H. Hsu

Proceedings of the 17th International Conference on Multimedia 2009, 2009

A latent semantic retrieval and clustering system for personal photos with sparse speech annotation.

Yi-Sheng Fu, Winston H. Hsu, Lin-Shan Lee

Proceedings of the third workshop on Searching spontaneous conversational speech, 2009

Knowledge discovery over community-sharing media: From signal to intelligence.

Winston H. Hsu, Tao Mei, Rong Yan

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Foreground segmentation for static video via multi-core and multi-modal graph cut.

Lun-Yu Chang, Winston H. Hsu

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Boosting object retrieval by estimating pseudo-objects.

Kuan Hung Lin, Kuan-Ting Chen, Winston H. Hsu, Chun Jen Lee, Tien-Hsu Lee

Proceedings of the International Conference on Image Processing, 2009

2008

AdImage: video advertising by image matching and ad scheduling optimization.

Wei-Shing Liao, Kuan-Ting Chen, Winston H. Hsu

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

ContextSeer: context search and recommendation at query time for shared consumer photos.

Yi-Hsuan Yang, Po Tun Wu, Ching-Wei Lee, Kuan Hung Lin, Winston H. Hsu, Homer H. Chen

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Recent developments in content-based and concept-based image/video retrieval.

Rong Yan, Winston H. Hsu

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Keyword-based concept search on consumer photos by web-based kernel function.

Po Tun Wu, Yi-Hsuan Yang, Kuan-Ting Chen, Winston H. Hsu, Tien-Hsu Lee, Chun Jen Lee

Proceedings of the 16th International Conference on Multimedia 2008, 2008

SheepDog: group and tag recommendation for flickr photos by automatic search-based learning.

Hong-Ming Chen, Ming-Hsiu Chang, Ping-Chieh Chang, Min-Chun Tien, Winston H. Hsu, Ja-Ling Wu

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Video search reranking via online ordinal reranking.

Yi-Hsuan Yang, Winston H. Hsu

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

2007

Reranking Methods for Visual Search.

Winston H. Hsu, Lyndon S. Kennedy, Shih-Fu Chang

IEEE Multim., 2007

The NTU Toolkit and Framework for High-Level Feature Detection at TRECVID 2007.

Ming-Fang Weng, Chun-Kang Chen, Yi-Hsuan Yang, Rong-En Fan, Yu-Ting Hsieh, Yung-Yu Chuang, Winston H. Hsu, Chih-Jen Lin

Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

NTU TRECVID-2007 fast rushes summarization system.

Chen-Ming Pan, Yung-Yu Chuang, Winston H. Hsu

Proceedings of the 1st ACM Workshop on Video Summarization, 2007

Video search reranking through random walk over document-level context graph.

Winston H. Hsu, Lyndon S. Kennedy, Shih-Fu Chang

Proceedings of the 15th International Conference on Multimedia 2007, 2007

2006

Large-Scale Concept Ontology for Multimedia.

Milind R. Naphade, John R. Smith, Jelena Tesic, Shih-Fu Chang, Winston H. Hsu, Lyndon S. Kennedy, Alexander G. Hauptmann, Jon Curtis

IEEE Multim., 2006

Columbia University TRECVID-2006 Video Search and High-Level Feature Extraction.

Shih-Fu Chang, Winston H. Hsu, Wei Jiang, Lyndon S. Kennedy, Dong Xu, Akira Yanagawa, Eric Zavesky

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Video search reranking via information bottleneck principle.

Winston H. Hsu, Lyndon S. Kennedy, Shih-Fu Chang

Proceedings of the 14th ACM International Conference on Multimedia, 2006

Topic Tracking Across Broadcast News Videos with Visual Duplicates and Semantic Concepts.

Winston H. Hsu, Shih-Fu Chang

Proceedings of the International Conference on Image Processing, 2006

2005

Columbia University TRECVID-2005 Video Search and High-Level Feature Extraction.

Shih-Fu Chang, Winston H. Hsu, Lyndon S. Kennedy, Lexing Xie, Akira Yanagawa, Eric Zavesky, Dong-Qing Zhang

Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005

Visual Cue Cluster Construction via Information Bottleneck Principle and Kernel Density Estimation.

Winston H. Hsu, Shih-Fu Chang

Proceedings of the Image and Video Retrieval, 4th International Conference, 2005

2004

IBM Research TRECVID 2004 Video Retrieval System.

Arnon Amir, Janne Argillander, Marco Berg, Shih-Fu Chang, Martin Franz, Winston H. Hsu, Giridharan Iyengar, John R. Kender, Lyndon S. Kennedy, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, John R. Smith, Jelena Tesic, Gang Wu, Rong Yan, Donqing Zhang

Proceedings of the 2004 TREC Video Retrieval Evaluation, 2004

Discovery and fusion of salient multimodal features toward news story segmentation.

Winston H. Hsu, Shih-Fu Chang, Chih-Wei Huang, Lyndon S. Kennedy, Ching-Yung Lin, Giridharan Iyengar

Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2004, 2004

Story boundary detection in large broadcast news video archives: techniques, experience and trends.

Tat-Seng Chua, Shih-Fu Chang, Lekha Chaisorn, Winston H. Hsu

Proceedings of the 12th ACM International Conference on Multimedia, 2004

Generative, discriminative, and ensemble learning on multi-modal perceptual fusion toward news video story segmentation.

Winston H. Hsu, Shih-Fu Chang

Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

News video story segmentation using fusion of multi-level multi-modal features in TRECVID 2003.

Winston H. Hsu, Lyndon S. Kennedy, Chih-Wei Huang, Shih-Fu Chang, Ching-Yung Lin, Giridharan Iyengar

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Discovery and Fusion of Salient Multi-modal Features Towards News Story Segmentation.

Winston H. Hsu, Shih-Fu Chang, Lyndon S. Kennedy, Chih-Wei Huang, Ching-Yung Lin, Giridharan Iyengar

Proceedings of the 2003 TREC Video Retrieval Evaluation, 2003

IBM Research TRECVID-2003 Video Retrieval System.

Arnon Amir, Marco Berg, Shih-Fu Chang, Winston H. Hsu, Giridharan Iyengar, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Chalapathy Neti, Harriet J. Nock, John R. Smith, Belle L. Tseng, Yi Wu, Donqing Zhang

Proceedings of the 2003 TREC Video Retrieval Evaluation, 2003

A statistical framework for fusing mid-level perceptual features in news story segmentation.

Winston H. Hsu, Shih-Fu Chang

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003