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ORCIDWinston H. Hsu
◀ ▷ joint publications with coauthor community group 1
- > Home > Persons > Winston H. Hsu
Publications
- 2024
[c159]ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu:
TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation and Prediction via Multifaceted Graph Modeling. AAAI 2024: 22927-22933- [c158]Tsung-Lin Tsou, Tsung-Han Wu, Winston H. Hsu:
WLST: Weak Labels Guided Self-training for Weakly-supervised Domain Adaptation on 3D Object Detection. ICRA 2024: 18214-18220 - [c157]ChungYi Lin
, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu:
Tel2Veh: Fusion of Telecom Data and Vehicle Flow to Predict Camera-Free Traffic via a Spatio-Temporal Framework. WWW (Companion Volume) 2024: 1083-1086 - [i67]ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu:
TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation and Prediction via Multifaceted Graph Modeling. CoRR abs/2401.03138 (2024) - [i66]Jia-Fong Yeh, Kuo-Han Hung, Pang-Chi Lo, Chi-Ming Chung, Tsung-Han Wu, Hung-Ting Su, Yi-Ting Chen, Winston H. Hsu:
AED: Adaptable Error Detection for Few-shot Imitation Policy. CoRR abs/2402.03860 (2024) - [i65]ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu:
Tel2Veh: Fusion of Telecom Data and Vehicle Flow to Predict Camera-Free Traffic via a Spatio-Temporal Framework. CoRR abs/2403.12991 (2024) - [i64]Ting-Kang Yen, Igor Morawski, Shusil Dangi, Kai He, Chung-Yi Lin, Jia-Fong Yeh, Hung-Ting Su, Winston H. Hsu:
Tracking-Assisted Object Detection with Event Cameras. CoRR abs/2403.18330 (2024) - [i63]Igor Morawski, Kai He, Shusil Dangi, Winston H. Hsu:
Unsupervised Image Prior via Prompt Learning and CLIP Semantic Guidance for Low-Light Image Enhancement. CoRR abs/2405.11478 (2024) - [i62]Kuo-Han Hung, Pang-Chi Lo, Jia-Fong Yeh, Han-Yuan Hsu, Yi-Ting Chen, Winston H. Hsu:
VICtoR: Learning Hierarchical Vision-Instruction Correlation Rewards for Long-horizon Manipulation. CoRR abs/2405.16545 (2024) - [i61]ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu:
Enhancing Sustainable Urban Mobility Prediction with Telecom Data: A Spatio-Temporal Framework Approach. CoRR abs/2405.17507 (2024) - [i60]Po-Shao Lin, Jia-Fong Yeh, Yi-Ting Chen, Winston H. Hsu:
Shared-unique Features and Task-aware Prioritized Sampling on Multi-task Reinforcement Learning. CoRR abs/2406.00761 (2024) - [i59]Hung-Ting Su, Chun-Tong Chao, Ya-Ching Hsu, Xudong Lin, Yulei Niu, Hung-Yi Lee, Winston H. Hsu:
Investigating Video Reasoning Capability of Large Language Models with Tropes in Movies. CoRR abs/2406.10923 (2024) - 2023
- [j29]Tung-I Chen, Yueh-Cheng Liu, Hung-Ting Su, Yu-Cheng Chang, Yu-Hsiang Lin, Jia-Fong Yeh, Wen-Chin Chen, Winston H. Hsu:
Dual-Awareness Attention for Few-Shot Object Detection. IEEE Trans. Multim. 25: 291-301 (2023) - [c156]Yu-Hsiang Wang, Huang-Yu Chen, Kai-Wei Chang, Winston H. Hsu, Hung-Yi Lee:
Minisuperb: Lightweight Benchmark for Self-Supervised Speech Models. ASRU 2023: 1-8 - [c155]Ping-Chia Huang, Yueh-Li Chen, Yi-Syuan Liou, Bing-Chen Tsai, Chun-Chieh Wu, Winston H. Hsu:
STAMINA (Spatial-Temporal Aligned Meteorological INformation Attention) and FPL (Focal Precip Loss): Advancements in Precipitation Nowcasting for Heavy Rainfall Events. CIKM 2023: 854-863 - [c154]ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu:
CTCam: Enhancing Transportation Evaluation through Fusion of Cellular Traffic and Camera-Based Vehicle Flows. CIKM 2023: 5341-5345 - [c153]Yi-Rong Chen, Ching-Yu Tseng, Yi-Syuan Liou, Tsung-Han Wu, Winston H. Hsu:
Revisiting Depth-guided Methods for Monocular 3D Object Detection by Hierarchical Balanced Depth. CoRL 2023: 2995-3009 - [c152]Hung-Ting Su, Yulei Niu, Xudong Lin, Winston H. Hsu, Shih-Fu Chang:
Language Models are Causal Knowledge Extractors for Zero-shot Video Question Answering. CVPR Workshops 2023: 4951-4960 - [c151]Chia-Sheng Liu, Jia-Fong Yeh, Hao Hsu, Hung-Ting Su, Ming-Sui Lee, Winston H. Hsu:
BIRD-PCC: Bi-Directional Range Image-Based Deep Lidar Point Cloud Compression. ICASSP 2023: 1-5 - [c150]Tsung-Han Wu, Hung-Ting Su, Shang-Tse Chen, Winston H. Hsu:
Fair Robust Active Learning by Joint Inconsistency. ICCV (Workshops) 2023: 3624-3633 - [c149]ChungYi Lin, Shen-Lung Tung, Winston H. Hsu:
Pay Attention to Multi-Channel for Improving Graph Neural Networks. Tiny Papers @ ICLR 2023 - [c148]Cheng-Wei Lin, Tung-I Chen, Hsin-Ying Lee, Wen-Chin Chen, Winston H. Hsu:
Coarse-to-Fine Point Cloud Registration with SE(3)-Equivariant Representations. ICRA 2023: 2833-2840 - [c147]Ching-Yu Tseng, Yi-Rong Chen, Hsin-Ying Lee, Tsung-Han Wu, Wen-Chin Chen, Winston H. Hsu:
CrossDTR: Cross-view and Depth-guided Transformers for 3D Object Detection. ICRA 2023: 4850-4857 - [c146]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:
Orbeez-SLAM: A Real-time Monocular Visual SLAM with ORB Features and NeRF-realized Mapping. ICRA 2023: 9400-9406 - [c145]Bo-Siang Lu, Tung-I Chen, Hsin-Ying Lee, Winston H. Hsu:
CFVS: Coarse-to-Fine Visual Servoing for 6-DoF Object-Agnostic Peg-In-Hole Assembly. ICRA 2023: 12402-12408 - [c144]ChungYi Lin, Shen-Lung Tung, Winston H. Hsu:
Geographical Cellular Traffic Prediction with Multivariate Spatio-Temporal Modeling. STRL@IJCAI 2023 - [c143]Kuang-Cheng Lo, Cheng-Wei Lin, Hsin-Ying Lee, Hao Hsu, Winston H. Hsu, Tung-Hung Su, Shih-Yu Chen, Yung-Ming Jeng:
Self-Training with High-Dimensional Markers for Cell Instance Segmentation. ISBI 2023: 1-5 - [i58]Chia-Sheng Liu, Jia-Fong Yeh, Hao Hsu, Hung-Ting Su, Ming-Sui Lee, Winston H. Hsu:
BIRD-PCC: Bi-directional Range Image-based Deep LiDAR Point Cloud Compression. CoRR abs/2303.04027 (2023) - [i57]Yi-Syuan Liou, Tsung-Han Wu, Jia-Fong Yeh, Wen-Chin Chen, Winston H. Hsu:
MuRAL: Multi-Scale Region-based Active Learning for Object Detection. CoRR abs/2303.16637 (2023) - [i56]Hung-Ting Su, Yulei Niu, Xudong Lin, Winston H. Hsu, Shih-Fu Chang:
Language Models are Causal Knowledge Extractors for Zero-shot Video Question Answering. CoRR abs/2304.03754 (2023) - [i55]Yu-Hsiang Wang, Huang-Yu Chen, Kai-Wei Chang, Winston H. Hsu, Hung-yi Lee:
MiniSUPERB: Lightweight Benchmark for Self-supervised Speech Models. CoRR abs/2305.19011 (2023) - [i54]Chien Cheng Chyou, Hung-Ting Su, Winston H. Hsu:
Unsupervised Adversarial Detection without Extra Model: Training Loss Should Change. CoRR abs/2308.03243 (2023) - [i53]Tsung-Lin Tsou, Tsung-Han Wu, Winston H. Hsu:
WLST: Weak Labels Guided Self-training for Weakly-supervised Domain Adaptation on 3D Object Detection. CoRR abs/2310.03821 (2023) - 2022
- [j28]Chih-Hung Liang, Yu-An Chen, Yueh-Cheng Liu, Winston H. Hsu:
Raw Image Deblurring. IEEE Trans. Multim. 24: 61-72 (2022) - [c142]Jia-Fong Yeh, Chi-Ming Chung, Hung-Ting Su, Yi-Ting Chen, Winston H. Hsu:
Stage Conscious Attention Network (SCAN): A Demonstration-Conditioned Policy for Few-Shot Imitation. AAAI 2022: 8866-8873 - [c141]Hsin-Ying Lee, Hung-Ting Su, Bing-Chen Tsai, Tsung-Han Wu, Jia-Fong Yeh, Winston H. Hsu:
Learning Fine-Grained Visual Understanding for Video Question Answering via Decoupling Spatial-Temporal Modeling. BMVC 2022: 116 - [c140]Ru-Fen Jheng, Tsung-Han Wu, Jia-Fong Yeh, Winston H. Hsu:
Free-form 3D Scene Inpainting with Dual-stream GAN. BMVC 2022: 378 - [c139]Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Shusil Dangi, Kai He, Winston H. Hsu:
GenISP: Neural ISP for Low-Light Machine Cognition. CVPR Workshops 2022: 629-638 - [c138]Kuan-Chih Huang, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu:
MonoDTR: Monocular 3D Object Detection with Depth-Aware Transformer. CVPR 2022: 4002-4011 - [c137]Tsung-Han Wu, Yi-Syuan Liou, Shao-Ji Yuan, Hsin-Ying Lee, Tung-I Chen, Kuan-Chih Huang, Winston H. Hsu:
$\mathrm {D^2ADA}$: Dynamic Density-Aware Active Domain Adaptation for Semantic Segmentation. ECCV (29) 2022: 449-467 - [c136]Hao Hsu, Hung-Ting Su, Jia-Fong Yeh, Chi-Ming Chung, Winston H. Hsu:
SeqDNet: Improving Missing Value by Sequential Depth Network. ICIP 2022: 1826-1830 - [i52]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:
Lung-Originated Tumor Segmentation from Computed Tomography Scan (LOTUS) Benchmark. CoRR abs/2201.00458 (2022) - [i51]Tsung-Han Wu, Yi-Syuan Liou, Shao-Ji Yuan, Hsin-Ying Lee, Tung-I Chen, Winston H. Hsu:
ADeADA: Adaptive Density-aware Active Domain Adaptation for Semantic Segmentation. CoRR abs/2202.06484 (2022) - [i50]Kuan-Chih Huang, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu:
MonoDTR: Monocular 3D Object Detection with Depth-Aware Transformer. CoRR abs/2203.10981 (2022) - [i49]Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Shusil Dangi, Kai He, Winston H. Hsu:
GenISP: Neural ISP for Low-Light Machine Cognition. CoRR abs/2205.03688 (2022) - [i48]Bo-Siang Lu, Tung-I Chen, Hsin-Ying Lee, Winston H. Hsu:
CFVS: Coarse-to-Fine Visual Servoing for 6-DoF Object-Agnostic Peg-In-Hole Assembly. CoRR abs/2209.08864 (2022) - [i47]Tsung-Han Wu, Shang-Tse Chen, Winston H. Hsu:
Fair Robust Active Learning by Joint Inconsistency. CoRR abs/2209.10729 (2022) - [i46]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:
Orbeez-SLAM: A Real-time Monocular Visual SLAM with ORB Features and NeRF-realized Mapping. CoRR abs/2209.13274 (2022) - [i45]Ching-Yu Tseng, Yi-Rong Chen, Hsin-Ying Lee, Tsung-Han Wu, Wen-Chin Chen, Winston H. Hsu:
CrossDTR: Cross-view and Depth-guided Transformers for 3D Object Detection. CoRR abs/2209.13507 (2022) - [i44]Cheng-Wei Lin, Tung-I Chen, Hsin-Ying Lee, Wen-Chin Chen, Winston H. Hsu:
Coarse-to-Fine Point Cloud Registration with SE(3)-Equivariant Representations. CoRR abs/2210.02045 (2022) - [i43]Hsin-Ying Lee, Hung-Ting Su, Bing-Chen Tsai, Tsung-Han Wu, Jia-Fong Yeh, Winston H. Hsu:
Learning Fine-Grained Visual Understanding for Video Question Answering via Decoupling Spatial-Temporal Modeling. CoRR abs/2210.03941 (2022) - [i42]Ru-Fen Jheng, Tsung-Han Wu, Jia-Fong Yeh, Winston H. Hsu:
Free-form 3D Scene Inpainting with Dual-stream GAN. CoRR abs/2212.08464 (2022) - 2021
- [j27]Chih-Hung Liang, Hung-Ting Su, Winston H. Hsu:
Learn from the past - sequentially one-to-one video deblurring network. J. Vis. Commun. Image Represent. 78: 103159 (2021) - [j26]Hung-Ting Su, Chen-Hsi Chang, Po-Wei Shen, Yu-Siang Wang, Ya-Liang Chang, Yu-Cheng Chang, Pu-Jen Cheng, Winston H. Hsu:
End-to-End Video Question-Answer Generation With Generator-Pretester Network. IEEE Trans. Circuits Syst. Video Technol. 31(11): 4497-4507 (2021) - [j25]Yu-Sheng Lin, Zhe Yu Liu, Yu-An Chen, Yu-Siang Wang, Ya-Liang Chang, Winston H. Hsu:
xCos: An Explainable Cosine Metric for Face Verification Task. ACM Trans. Multim. Comput. Commun. Appl. 17(3s): 112:1-112:16 (2021) - [c135]Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Winston H. Hsu:
NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection Dataset. BMVC 2021: 76 - [c134]Kuan-Chih Huang, Yu-Kai Huang, Winston H. Hsu:
Multi-Stream Attention Learning for Monocular Vehicle Velocity and Inter-Vehicle Distance Estimation. BMVC 2021: 370 - [c133]Chung-Yi Lin, Hung-Ting Su, Shen-Lung Tung, Winston H. Hsu:
Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffic. CIKM 2021: 3248-3252 - [c132]Hung-Ting Su, Po-Wei Shen, Bing-Chen Tsai, Wen-Feng Cheng, Ke-Jyun Wang, Winston H. Hsu:
TrUMAn: Trope Understanding in Movies and Animations. CIKM 2021: 4594-4603 - [c131]Yu-Kai Huang, Yueh-Cheng Liu, Tsung-Han Wu, Hung-Ting Su, Yu-Cheng Chang, Tsung-Lin Tsou, Yu-An Wang, Winston H. Hsu:
S3: Learnable Sparse Signal Superdensity for Guided Depth Estimation. CVPR 2021: 16706-16716 - [c130]Jui-Heng Hsu, Po-Wei Shen, Hung-Ting Su, Chen-Hsi Chang, Jia-Fong Yeh, Winston H. Hsu:
Role Aware Multi-Party Dialogue Question Answering. ICASSP 2021: 7813-7817 - [c129]Tsung-Han Wu, Yueh-Cheng Liu, Yu-Kai Huang, Hsin-Ying Lee, Hung-Ting Su, Ping-Chia Huang, Winston H. Hsu:
ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation. ICCV 2021: 15490-15499 - [c128]Tung-I Chen, Jen-Wei Wang, Winston H. Hsu:
ODIP: Towards Automatic Adaptation for Object Detection by Interactive Perception. IROS 2021: 4474-4479 - [c127]Ke-Jyun Wang, Yun-Hsuan Liu, Hung-Ting Su, Jen-Wei Wang, Yu-Siang Wang, Winston H. Hsu, Wen-Chin Chen:
OCID-Ref: A 3D Robotic Dataset With Embodied Language For Clutter Scene Grounding. NAACL-HLT 2021: 5333-5338 - [c126]Shuo-Diao Yang, Hung-Ting Su, Winston H. Hsu, Wen-Chin Chen:
Class-agnostic Few-shot Object Counting. WACV 2021: 869-877 - [c125]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:
Situation and Behavior Understanding by Trope Detection on Films. WWW 2021: 3188-3198 - [i41]Hung-Ting Su, Chen-Hsi Chang, Po-Wei Shen, Yu-Siang Wang, Ya-Liang Chang, Yu-Cheng Chang, Pu-Jen Cheng, Winston H. Hsu:
End-to-End Video Question-Answer Generation with Generator-Pretester Network. CoRR abs/2101.01447 (2021) - [i40]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:
Situation and Behavior Understanding by Trope Detection on Films. CoRR abs/2101.07632 (2021) - [i39]Tung-I Chen, Yueh-Cheng Liu, Hung-Ting Su, Yu-Cheng Chang, Yu-Hsiang Lin, Jia-Fong Yeh, Winston H. Hsu:
Should I Look at the Head or the Tail? Dual-awareness Attention for Few-Shot Object Detection. CoRR abs/2102.12152 (2021) - [i38]Yu-Kai Huang, Yueh-Cheng Liu, Tsung-Han Wu, Hung-Ting Su, Yu-Cheng Chang, Tsung-Lin Tsou, Yu-An Wang, Winston H. Hsu:
S3: Learnable Sparse Signal Superdensity for Guided Depth Estimation. CoRR abs/2103.02396 (2021) - [i37]Ke-Jyun Wang, Yun-Hsuan Liu, Hung-Ting Su, Jen-Wei Wang, Yu-Siang Wang, Winston H. Hsu, Wen-Chin Chen:
OCID-Ref: A 3D Robotic Dataset with Embodied Language for Clutter Scene Grounding. CoRR abs/2103.07679 (2021) - [i36]Yueh-Cheng Liu, Yu-Kai Huang, HungYueh Chiang, Hung-Ting Su, Zhe Yu Liu, Chin-Tang Chen, Ching-Yu Tseng, Winston H. Hsu:
Learning from 2D: Pixel-to-Point Knowledge Transfer for 3D Pretraining. CoRR abs/2104.04687 (2021) - [i35]Tsung-Han Wu, Yueh-Cheng Liu, Yu-Kai Huang, Hsin-Ying Lee, Hung-Ting Su, Ping-Chia Huang, Winston H. Hsu:
ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation. CoRR abs/2107.11769 (2021) - [i34]Tung-I Chen, Jen-Wei Wang, Winston H. Hsu:
ODIP: Towards Automatic Adaptation for Object Detection by Interactive Perception. CoRR abs/2108.01477 (2021) - [i33]Hung-Ting Su, Po-Wei Shen, Bing-Chen Tsai, Wen-Feng Cheng, Ke-Jyun Wang, Winston H. Hsu:
TrUMAn: Trope Understanding in Movies and Animations. CoRR abs/2108.04542 (2021) - [i32]Chung-Yi Lin, Hung-Ting Su, Shen-Lung Tung, Winston H. Hsu:
Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffic. CoRR abs/2108.08307 (2021) - [i31]Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Winston H. Hsu:
NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection Dataset. CoRR abs/2110.10364 (2021) - [i30]Kuan-Chih Huang, Yu-Kai Huang, Winston H. Hsu:
Multi-Stream Attention Learning for Monocular Vehicle Velocity and Inter-Vehicle Distance Estimation. CoRR abs/2110.11608 (2021) - [i29]Guan-Rong Lu, Yueh-Cheng Liu, Tung-I Chen, Hung-Ting Su, Tsung-Han Wu, Winston H. Hsu:
Anomaly-Aware Semantic Segmentation by Leveraging Synthetic-Unknown Data. CoRR abs/2111.14343 (2021) - [i28]Ching-Yu Tseng, Po-Shao Lin, Yu-Jia Liou, Kuan-Chih Huang, Winston H. Hsu:
3rd Place Solution for NeurIPS 2021 Shifts Challenge: Vehicle Motion Prediction. CoRR abs/2112.01348 (2021) - [i27]Jia-Fong Yeh, Chi-Ming Chung, Hung-Ting Su, Yi-Ting Chen, Winston H. Hsu:
Stage Conscious Attention Network (SCAN) : A Demonstration-Conditioned Policy for Few-Shot Imitation. CoRR abs/2112.02278 (2021) - 2020
- [j24]Sebastian Agethen, Winston H. Hsu:
Deep Multi-Kernel Convolutional LSTM Networks and an Attention-Based Mechanism for Videos. IEEE Trans. Multim. 22(3): 819-829 (2020) - [c124]Kuang-Yu Jeng, Yueh-Cheng Liu, Zhe Yu Liu, Jen-Wei Wang, Ya-Liang Chang, Hung-Ting Su, Winston H. Hsu:
GDN: A Coarse-To-Fine (C2F) Representation for End-To-End 6-DoF Grasp Detection. CoRL 2020: 220-231 - [c123]Yu-Siang Wang, Hung-Ting Su, Chen-Hsi Chang, Zhe Yu Liu, Winston H. Hsu:
Video Question Generation via Semantic Rich Cross-Modal Self-Attention Networks Learning. ICASSP 2020: 2423-2427 - [c122]Jhih-Yuan Lin, Yu-Cheng Chang, Winston H. Hsu:
Efficient and Phase-Aware Video Super-Resolution for Cardiac MRI. MICCAI (4) 2020: 66-76 - [i26]Yu-Sheng Lin, Zhe Yu Liu, Yu-An Chen, Yu-Siang Wang, Hsin-Ying Lee, Yi-Rong Chen, Ya-Liang Chang, Winston H. Hsu:
xCos: An Explainable Cosine Metric for Face Verification Task. CoRR abs/2003.05383 (2020) - [i25]Yu-Kai Huang, Yueh-Cheng Liu, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu:
Expanding Sparse Guidance for Stereo Matching. CoRR abs/2005.02123 (2020) - [i24]Jia-Fong Yeh, Hsin-Ying Lee, Bing-Chen Tsai, Yi-Rong Chen, Ping-Chia Huang, Winston H. Hsu:
Large Margin Mechanism and Pseudo Query Set on Cross-Domain Few-Shot Learning. CoRR abs/2005.09218 (2020) - [i23]Jhih-Yuan Lin, Yu-Cheng Chang, Winston H. Hsu:
Efficient and Phase-aware Video Super-resolution for Cardiac MRI. CoRR abs/2005.10626 (2020) - [i22]Kuang-Yu Jeng, Yueh-Cheng Liu, Zhe Yu Liu, Jen-Wei Wang, Ya-Liang Chang, Hung-Ting Su, Winston H. Hsu:
A Coarse-To-Fine (C2F) Representation for End-To-End 6-DoF Grasp Detection. CoRR abs/2010.10695 (2020) - [i21]Chih-Hung Liang, Yu-An Chen, Yueh-Cheng Liu, Winston H. Hsu:
Raw Image Deblurring. CoRR abs/2012.04264 (2020) - 2019
- [c121]HungYueh Chiang, Yen-Liang Lin, Yueh-Cheng Liu, Winston H. Hsu:
A Unified Point-Based Framework for 3D Segmentation. 3DV 2019: 155-163 - [c120]Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu:
Learnable Gated Temporal Shift Module for Free-form Video Inpainting. BMVC 2019: 149 - [c119]Ya-Liang Chang, Zhe Yu Liu, Winston H. Hsu:
VORNet: Spatio-Temporally Consistent Video Inpainting for Object Removal. CVPR Workshops 2019: 1785-1794 - [c118]Sebastian Agethen, Hu-Cheng Lee, Winston H. Hsu:
Anticipation of Human Actions With Pose-Based Fine-Grained Representations. CVPR Workshops 2019: 2956-2959 - [c117]Yun-Chun Chen, Winston H. Hsu:
Saliency Aware: Weakly Supervised Object Localization. ICASSP 2019: 1907-1911 - [c116]Hu-Cheng Lee, Chih-Yu Lin, Pin-Chun Hsu, Winston H. Hsu:
Audio Feature Generation for Missing Modality Problem in Video Action Recognition. ICASSP 2019: 3956-3960 - [c115]Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu:
Free-Form Video Inpainting With 3D Gated Convolution and Temporal PatchGAN. ICCV 2019: 9065-9074 - [c114]Yu-Kai Huang, Tsung-Han Wu, Yueh-Cheng Liu, Winston H. Hsu:
Indoor Depth Completion with Boundary Consistency and Self-Attention. ICCV Workshops 2019: 1070-1078 - [c113]Shuo-Diao Yang, Hung-Ting Su, Winston H. Hsu, Wen-Chin Chen:
DECCNet: Depth Enhanced Crowd Counting. ICCV Workshops 2019: 4521-4530 - [i20]Ya-Liang Chang, Zhe Yu Liu, Winston H. Hsu:
VORNet: Spatio-temporally Consistent Video Inpainting for Object Removal. CoRR abs/1904.06726 (2019) - [i19]Hsin-I Chen, Sebastian Agethen, Chia-Min Wu, Winston H. Hsu, Bing-Yu Chen:
FishNet: A Camera Localizer using Deep Recurrent Networks. CoRR abs/1904.09722 (2019) - [i18]Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu:
Free-form Video Inpainting with 3D Gated Convolution and Temporal PatchGAN. CoRR abs/1904.10247 (2019) - [i17]Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu:
Learnable Gated Temporal Shift Module for Deep Video Inpainting. CoRR abs/1907.01131 (2019) - [i16]Yu-Siang Wang, Hung-Ting Su, Chen-Hsi Chang, Winston H. Hsu:
Video Question Generation via Cross-Modal Self-Attention Networks Learning. CoRR abs/1907.03049 (2019) - [i15]HungYueh Chiang, Yen-Liang Lin, Yueh-Cheng Liu, Winston H. Hsu:
A Unified Point-Based Framework for 3D Segmentation. CoRR abs/1908.00478 (2019) - [i14]Yu-Kai Huang, Tsung-Han Wu, Yueh-Cheng Liu, Winston H. Hsu:
Indoor Depth Completion with Boundary Consistency and Self-Attention. CoRR abs/1908.08344 (2019) - [i13]Sebastian Agethen, Winston H. Hsu:
Deep Multi-Kernel Convolutional LSTM Networks and an Attention-Based Mechanism for Videos. CoRR abs/1908.08990 (2019) - [i12]Kuan-Lun Tseng, Winston H. Hsu, Chun-Ting Wu, Ya-Fang Shih, Fan-Yun Sun:
Organ At Risk Segmentation with Multiple Modality. CoRR abs/1910.07800 (2019) - [i11]Ya-Liang Chang, Kuan-Ying Lee, Po-Yu Wu, Hung-yi Lee, Winston H. Hsu:
Deep Long Audio Inpainting. CoRR abs/1911.06476 (2019) - 2018
- [j23]Wen-Yu Lee, Winston H. Hsu, Shin'ichi Satoh:
Learning From Cross-Domain Media Streams for Event-of-Interest Discovery. IEEE Trans. Multim. 20(1): 142-154 (2018) - [c111]Tang Lee, Yen-Liang Lin, HungYueh Chiang, Ming-Wei Chiu, Winston H. Hsu, Polly Huang:
Cross-Domain Image-Based 3D Shape Retrieval by View Sequence Learning. 3DV 2018: 258-266 - [c110]Chao-Te Chou, Cheng-Han Lee, Kaipeng Zhang, Hu-Cheng Lee, Winston H. Hsu:
PIVTONS: Pose Invariant Virtual Try-On Shoe with Conditional Image Completion. ACCV (6) 2018: 654-668 - [c109]Kaipeng Zhang, Ya-Liang Chang, Winston H. Hsu:
Deep Disguised Faces Recognition. CVPR Workshops 2018: 32-36 - [c108]Cheng-Han Lee, Kaipeng Zhang, Hu-Cheng Lee, Chia-Wen Cheng, Winston H. Hsu:
Attribute Augmented Convolutional Neural Network for Face Hallucination. CVPR Workshops 2018: 721-729 - [c107]Jin-Fu Lin, Yen-Liang Lin, Erh-Kan King, Hung-Ting Su, Winston H. Hsu:
Cross-Domain Hallucination Network for Fine-Grained Object Recognition. CVPR Workshops 2018: 1214-1221 - [c106]Chun-Wei Chen, Yin-Hsi Kuo, Tang Lee, Cheng-Han Lee, Winston H. Hsu:
Drone-View Building Identification by Cross-View Visual Learning and Relative Spatial Estimation. CVPR Workshops 2018: 1477-1485 - [c105]Kaipeng Zhang, Zhanpeng Zhang, Chia-Wen Cheng, Winston H. Hsu, Yu Qiao, Wei Liu, Tong Zhang:
Super-Identity Convolutional Neural Network for Face Hallucination. ECCV (11) 2018: 196-211 - [c104]Wen Hua Lin, Kuan-Ting Chen, HungYueh Chiang, Winston H. Hsu:
Netizen-Style Commenting on Fashion Photos: Dataset and Diversity Measures. WWW (Companion Volume) 2018: 395-402 - [i10]Wen Hua Lin, Kuan-Ting Chen, HungYueh Chiang, Winston H. Hsu:
Netizen-Style Commenting on Fashion Photos: Dataset and Diversity Measures. CoRR abs/1801.10300 (2018) - [i9]Kaipeng Zhang, Zhanpeng Zhang, Chia-Wen Cheng, Winston H. Hsu, Yu Qiao, Wei Liu, Tong Zhang:
Super-Identity Convolutional Neural Network for Face Hallucination. CoRR abs/1811.02328 (2018) - 2017
- [j22]Susanne Boll, Winston H. Hsu, Jiebo Luo:
Editorial for the ICMR 2016 special issue. Int. J. Multim. Inf. Retr. 6(1): 49 (2017) - [j21]Yin-Hsi Kuo, Winston H. Hsu:
Dehashing: Server-Side Context-Aware Feature Reconstruction for Mobile Visual Search. IEEE Trans. Circuits Syst. Video Technol. 27(1): 139-148 (2017) - [j20]Bor-Chun Chen, Yan-Ying Chen, Yin-Hsi Kuo, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh, Winston H. Hsu:
Scalable Face Track Retrieval in Video Archives Using Bag-of-Faces Sparse Representation. IEEE Trans. Circuits Syst. Video Technol. 27(7): 1595-1603 (2017) - [j19]Wei-Tse Sun, Ting-Hsuan Chao, Yin-Hsi Kuo, Winston H. Hsu:
Photo Filter Recommendation by Category-Aware Aesthetic Learning. IEEE Trans. Multim. 19(8): 1870-1880 (2017) - [c103]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:
RGB-D to CAD Retrieval with ObjectNN Dataset. 3DOR@Eurographics 2017 - [c102]Kuan-Lun Tseng, Yen-Liang Lin, Winston H. Hsu, Chung-Yang Huang:
Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation. CVPR 2017: 3739-3746 - [c101]Hui-Lan Hsieh, Winston H. Hsu, Yan-Ying Chen:
Multi-task learning for face identification and attribute estimation. ICASSP 2017: 2981-2985 - [c100]Meng-Ru Hsieh, Yen-Liang Lin, Winston H. Hsu:
Drone-Based Object Counting by Spatially Regularized Regional Proposal Network. ICCV 2017: 4165-4173 - [c99]Yin-Hsi Kuo, Winston H. Hsu:
Feature Learning with Rank-Based Candidate Selection for Product Search. ICCV Workshops 2017: 298-307 - [c98]John R. Smith, Dhiraj Joshi, Benoit Huet, Winston H. Hsu, Jozef Cota:
Harnessing A.I. for Augmenting Creativity: Application to Movie Trailer Creation. ACM Multimedia 2017: 1799-1808 - [i8]Kuan-Lun Tseng, Yen-Liang Lin, Winston H. Hsu, Chung-Yang Huang:
Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation. CoRR abs/1704.07754 (2017) - [i7]Meng-Ru Hsieh, Yen-Liang Lin, Winston H. Hsu:
Drone-based Object Counting by Spatially Regularized Regional Proposal Network. CoRR abs/1707.05972 (2017) - 2016
- [j18]Wen-Yu Lee, Yin-Hsi Kuo, Winston H. Hsu, Kiyoharu Aizawa:
City-view image location identification by multiple geo-social media and graph-based image cluster refinement. J. Vis. Commun. Image Represent. 41: 200-211 (2016) - [c97]Sebastian Agethen, Winston H. Hsu:
Mediated experts for deep convolutional networks. ICASSP 2016: 2687-2691 - [c96]Chieh-En Tsai, Hui-Lan Hsieh, Winston H. Hsu:
LDADEEP+: Latent aspect discovery with deep representations. ICASSP 2016: 2732-2736 - [c95]Jen-Yin Chang, Kuan-Ying Lee, Kate Ching-Ju Lin, Winston H. Hsu:
WiFi action recognition via vision-based methods. ICASSP 2016: 2782-2786 - [c94]Peng-Ju Hsieh, Yen-Liang Lin, Yu-Hsiu Chen, Winston H. Hsu:
Egocentric activity recognition by leveraging multiple mid-level representations. ICME 2016: 1-6 - [c93]Jen-Yin Chang, Kuan-Ying Lee, Yu-Lin Wei, Kate Ching-Ju Lin, Winston H. Hsu:
Location-Independent WiFi Action Recognition via Vision-based Methods. ACM Multimedia 2016: 162-166 - [e1]John R. Kender, John R. Smith, Jiebo Luo, Susanne Boll, Winston H. Hsu:
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, ICMR 2016, New York, New York, USA, June 6-9, 2016. ACM 2016, ISBN 978-1-4503-4359-6 [contents] - [i6]Yin-Hsi Kuo, Winston H. Hsu:
De-Hashing: Server-Side Context-Aware Feature Reconstruction for Mobile Visual Search. CoRR abs/1606.08999 (2016) - [i5]Wei-Tse Sun, Ting-Hsuan Chao, Yin-Hsi Kuo, Winston H. Hsu:
Photo Filter Recommendation by Category-Aware Aesthetic Learning. CoRR abs/1608.05339 (2016) - [i4]Jen-Yin Chang, Kuan-Ying Lee, Yu-Lin Wei, Kate Ching-Ju Lin, Winston H. Hsu:
We Can "See" You via Wi-Fi - An Overview and Beyond. CoRR abs/1608.05461 (2016) - 2015
- [j17]Bor-Chun Chen, Chu-Song Chen, Winston H. Hsu:
Face Recognition and Retrieval Using Cross-Age Reference Coding With Cross-Age Celebrity Dataset. IEEE Trans. Multim. 17(6): 804-815 (2015) - [c92]Yan-Ying Chen, Yin-Hsi Kuo, Chun-Che Wu, Winston H. Hsu:
Visually Interpreting Names as Demographic Attributes by Exploiting Click-Through Data. AAAI 2015: 44-50 - [c91]Ting-Hsuan Chao, Yen-Liang Lin, Yin-Hsi Kuo, Winston H. Hsu:
Scalable object detection by filter compression with regularized sparse coding. CVPR 2015: 3900-3907 - [c90]Chiang-Yu Tsai, Yin-Hsi Kuo, Winston H. Hsu:
Approximating Weighted Hamming Distance by Probabilistic Selection for Multiple Hash Tables. ECIR 2015: 123-134 - [c89]Chia-Chin Tsao, Yan-Ying Chen, Yu-Lin Hou, Winston H. Hsu:
Identify Visual Human Signature in community via wearable camera. ICASSP 2015: 2229-2233 - [c88]Yuan-ming Liou, Hung-tsung Lu, Yi-Sheng Fu, Winston H. Hsu, Lin-Shan Lee:
Enhancing sparse voice annotation for semantic retrieval of personal photos by continuous space word representations. ICASSP 2015: 5341-5345 - [c87]Yen-Liang Lin, Vlad I. Morariu, Winston H. Hsu:
Summarizing While Recording: Context-Based Highlight Detection for Egocentric Videos. ICCV Workshops 2015: 443-451 - [c86]Yi-Chih Tsai, Liang-Chi Hsieh, Wen-Feng Cheng, Yin-Hsi Kuo, Winston H. Hsu, Wen-Chin Chen:
Trending pool: Visual analytics for trending event compositions for time-series categorical log data. VAST 2015: 221-222 - [c85]Kuan-Ting Chen, Kezhen Chen, Peizhong Cong, Winston H. Hsu, Jiebo Luo:
Who are the Devils Wearing Prada in New York City? ACM Multimedia 2015: 177-180 - [c84]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:
Unsupervised Latent Aspect Discovery for Diverse Event Summarization. ACM Multimedia 2015: 197-200 - [c83]Yu-Hsiu Chen, Ting-Hsuan Chao, Sheng-Yi Bai, Yen-Liang Lin, Wen-Chin Chen, Winston H. Hsu:
Filter-Invariant Image Classification on Social Media Photos. ACM Multimedia 2015: 855-858 - [c82]Ching-Hsuan Liu, Yen-Liang Lin, Wen-Feng Cheng, Winston H. Hsu:
Exploiting Word and Visual Word Co-occurrence for Sketch-based Clipart Image Retrieval. ACM Multimedia 2015: 867-870 - [c81]Pei-Yun Hsu, Wen-Feng Cheng, Peng-Ju Hsieh, Yen-Liang Lin, Winston H. Hsu:
Real-Time Instant Event Detection in Egocentric Videos by Leveraging Sensor-Based Motion Context. ACM Multimedia 2015: 1275-1278 - [c80]Cheng-Yu Huang, Yen-Liang Lin, Winston H. Hsu:
Augmenting flower recognition by automatically expanding training data from web. MMSP 2015: 1-6 - [i3]Kuan-Ting Chen, Kezhen Chen, Peizhong Cong, Winston H. Hsu, Jiebo Luo:
Who are the Devils Wearing Prada in New York City? CoRR abs/1508.04785 (2015) - [i2]Sebastian Agethen, Winston H. Hsu:
Mediated Experts for Deep Convolutional Networks. CoRR abs/1511.06072 (2015) - 2014
- [j16]Liang-Chi Hsieh, Guan-Long Wu, Yu-Ming Hsu, Winston H. Hsu:
Online image search result grouping with MapReduce-based image clustering and graph construction for large-scale photos. J. Vis. Commun. Image Represent. 25(2): 384-395 (2014) - [j15]Yu-Chuan Su, Tzu-Hsuan Chiu, Yin-Hsi Kuo, Chun-Yen Yeh, Winston H. Hsu:
Scalable Mobile Visual Classification by Kernel Preserving Projection Over High-Dimensional Features. IEEE Trans. Multim. 16(6): 1645-1653 (2014) - [c79]Yen-Liang Lin, Vlad I. Morariu, Winston H. Hsu, Larry S. Davis:
Jointly Optimizing 3D Model Fitting and Fine-Grained Classification. ECCV (4) 2014: 466-480 - [c78]Bor-Chun Chen, Chu-Song Chen, Winston H. Hsu:
Cross-Age Reference Coding for Age-Invariant Face Recognition and Retrieval. ECCV (6) 2014: 768-783 - [c77]Liang-Chi Hsieh, Winston H. Hsu, Hao-Chuan Wang:
Investigating and predicting social and visual image interestingness on social media by crowdsourcing. ICASSP 2014: 4309-4313 - [c76]YungChien Hsu, Yen-Liang Lin, Winston H. Hsu:
Learning-based heart rate detection from remote photoplethysmography features. ICASSP 2014: 4433-4437 - [c75]Yan-Ying Chen, Tao Chen, Winston H. Hsu, Hong-Yuan Mark Liao, Shih-Fu Chang:
Predicting Viewer Affective Comments Based on Image Content in Social Media. ICMR 2014: 233 - [c74]Yin-Hsi Kuo, Winston H. Hsu:
Rank-Preserving and Unsupervised Hash Learning from Auxiliary Contextual Cues. ICMR 2014: 399 - [c73]Yi-De Lin, Yen-Liang Lin, Winston H. Hsu:
Efficient Face Detection by Leveraging Knowledge from Large-Scale Photos. ICMR 2014: 471 - [c72]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:
Discovering the City by Mining Diverse and Multimodal Data Streams. ACM Multimedia 2014: 201-204 - [c71]Hong-Wun Jheng, Bor-Chun Chen, Yan-Ying Chen, Winston H. Hsu:
Automatic Facial Image Annotation and Retrieval by Integrating Voice Label and Visual Appearance. ACM Multimedia 2014: 1001-1004 - [c70]Chia-Hung Lin, Yan-Ying Chen, Bor-Chun Chen, Yu-Lin Hou, Winston H. Hsu:
Facial Attribute Space Compression by Latent Human Topic Discovery. ACM Multimedia 2014: 1157-1160 - [c69]Che-Chun Lee, Yin-Hsi Kuo, Winston H. Hsu, Shin'ichi Satoh, Sebastian Agethen:
Efficient Cross-Domain Image Retrieval by Multi-Level Matching and Spatial Verification for Structural Similarity. ACM Multimedia 2014: 1185-1188 - [c68]Chun-Che Wu, Tao Mei, Winston H. Hsu, Yong Rui:
Learning to personalize trending image search suggestion. SIGIR 2014: 727-736 - [c67]Chun-Yen Yeh, Yu-Ming Hsu, Hsinfu Huang, Hong-Wun Jheng, Yu-Chuan Su, Tzu-Hsuan Chiu, Winston H. Hsu:
Me-link: link me to the media - fusing audio and visual cues for robust and efficient mobile media interaction. WWW (Companion Volume) 2014: 147-150 - [i1]Yu-Chuan Su, Tzu-Hsuan Chiu, Chun-Yen Yeh, Hsinfu Huang, Winston H. Hsu:
Transfer Learning for Video Recognition with Scarce Training Data. CoRR abs/1409.4127 (2014) - 2013
- [j14]Guan-Long Wu, Yin-Hsi Kuo, Tzu-Hsuan Chiu, Winston H. Hsu, Lexing Xie:
Scalable Mobile Video Retrieval with Sparse Projection Learning and Pseudo Label Mining. IEEE Multim. 20(3): 47-57 (2013) - [j13]Wen-Yu Lee, Liang-Chi Hsieh, Guan-Long Wu, Winston H. Hsu:
Graph-based semi-supervised learning with multi-modality propagation for large-scale image datasets. J. Vis. Commun. Image Represent. 24(3): 295-302 (2013) - [j12]Yen-Liang Lin, Ming-Kuang Tsai, Winston H. Hsu, Chih-Wei Chen:
Investigating 3-D Model and Part Information for Improving Content-Based Vehicle Retrieval. IEEE Trans. Circuits Syst. Video Technol. 23(3): 401-413 (2013) - [j11]Bor-Chun Chen, Yan-Ying Chen, Yin-Hsi Kuo, Winston H. Hsu:
Scalable Face Image Retrieval Using Attribute-Enhanced Sparse Codewords. IEEE Trans. Multim. 15(5): 1163-1173 (2013) - [j10]Yan-Ying Chen, An-Jung Cheng, Winston H. Hsu:
Travel Recommendation by Mining People Attributes and Travel Group Types From Community-Contributed Photos. IEEE Trans. Multim. 15(6): 1283-1295 (2013) - [j9]Yan-Ying Chen, Winston H. Hsu, Hong-Yuan Mark Liao:
Automatic Training Image Acquisition and Effective Feature Selection From Community-Contributed Photos for Facial Attribute Detection. IEEE Trans. Multim. 15(6): 1388-1399 (2013) - [c66]Hao-Jen Wang, Yen-Liang Lin, Cheng-Yu Huang, Yu-Lin Hou, Winston H. Hsu:
Full body human attribute detection in indoor surveillance environment using color-depth information. AVSS 2013: 383-388 - [c65]Yen-Liang Lin, Cheng-Yu Huang, Hao-Jeng Wang, Winston H. Hsu:
3D Sub-query Expansion for Improving Sketch-Based Multi-view Image Retrieval. ICCV 2013: 3495-3502 - [c64]Wen-Yu Lee, Yin-Hsi Kuo, Winston H. Hsu:
City-view image retrieval leveraging check-in data. GeoMM@ACM Multimedia 2013: 13-18 - [c63]Yu-Chuan Su, Tzu-Hsuan Chiu, Yan-Ying Chen, Chun-Yen Yeh, Winston H. Hsu:
Enabling low bitrate mobile visual recognition: a performance versus bandwidth evaluation. ACM Multimedia 2013: 73-82 - [c62]Yu-Chuan Su, Tzu-Hsuan Chiu, Guan-Long Wu, Chun-Yen Yeh, Felix Wu, Winston H. Hsu:
Flickr-tag prediction using multi-modal fusion and meta information. ACM Multimedia 2013: 353-356 - [c61]Chun-Che Wu, Kuan-Yu Chu, Yin-Hsi Kuo, Yan-Ying Chen, Wen-Yu Lee, Winston H. Hsu:
Search-based relevance association with auxiliary contextual cues. ACM Multimedia 2013: 393-396 - [c60]Kuan-Yu Chu, Yin-Hsi Kuo, Winston H. Hsu:
Real-time privacy-preserving moving object detection in the cloud. ACM Multimedia 2013: 597-600 - 2012
- [j8]Sheng-Yuan Wang, Wei-Shing Liao, Liang-Chi Hsieh, Yan-Ying Chen, Winston H. Hsu:
Learning by expansion: Exploiting social media for image classification with few training examples. Neurocomputing 95: 117-125 (2012) - [j7]Hsiao-Hang Su, Tse-Wei Chen, Chieh-Chi Kao, Winston H. Hsu, Shao-Yi Chien:
Preference-Aware View Recommendation System for Scenic Photos Based on Bag-of-Aesthetics-Preserving Features. IEEE Trans. Multim. 14(3-2): 833-843 (2012) - [j6]Yin-Hsi Kuo, Wen-Huang Cheng, Hsuan-Tien Lin, Winston H. Hsu:
Unsupervised Semantic Feature Discovery for Image Object Retrieval and Tag Refinement. IEEE Trans. Multim. 14(4): 1079-1090 (2012) - [c59]Liang-Chi Hsieh, Guan-Long Wu, Wen-Yu Lee, Winston H. Hsu:
Two-stage sparse graph construction using MinHash on MapReduce. ICASSP 2012: 1013-1016 - [c58]Ming-Kuang Tsai, Yen-Liang Lin, Winston H. Hsu, Chih-Wei Chen:
Content-based vehicle retrieval using 3D model and part information. ICASSP 2012: 1025-1028 - [c57]Liang-Chi Hsieh, Ching-Wei Lee, Tzu-Hsuan Chiu, Winston H. Hsu:
Live Semantic Sport Highlight Detection Based on Analyzing Tweets of Twitter. ICME 2012: 949-954 - [c56]Yu-Chuan Su, Guan-Long Wu, Tzu-Hsuan Chiu, Winston H. Hsu, Kuo-Wei Chang:
Evaluating Gaussian Like Image Representations over Local Features. ICME 2012: 979-984 - [c54]Yan-Ying Chen, Winston H. Hsu, Hong-Yuan Mark Liao:
Discovering informative social subgraphs and predicting pairwise relationships from group photos. ACM Multimedia 2012: 669-678 - [c53]Kai-Yu Tseng, Yen-Liang Lin, Yu-Hsiu Chen, Winston H. Hsu:
Sketch-based image retrieval on mobile devices using compact hash bits. ACM Multimedia 2012: 913-916 - [c52]Chun-Che Wu, Yin-Hsi Kuo, Winston H. Hsu:
Large-scale simultaneous multi-object recognition and localization via bottom up search-based approach. ACM Multimedia 2012: 969-972 - [c51]Yen-Ta Huang, Kuan-Ting Chen, Liang-Chi Hsieh, Winston H. Hsu, Ya-Fan Su:
Detecting the directions of viewing landmarks for recommendation by large-scale user-contributed photos. ACM Multimedia 2012: 997-1000 - [c50]Tzu-Hsuan Chiu, Guan-Long Wu, Yu-Chuan Su, Winston H. Hsu:
Sharing the trees among random forests for effective and efficient concept detection. MMSP 2012: 226-231 - [c49]Yu-Heng Lei, Yan-Ying Chen, Bor-Chun Chen, Lime Iida, Winston H. Hsu:
Where is who: large-scale photo retrieval by facial attributes and canvas layout. SIGIR 2012: 701-710 - 2011
- [c48]Yin-Hsi Kuo, Hsuan-Tien Lin, Wen-Huang Cheng, Yi-Hsuan Yang, Winston H. Hsu:
Unsupervised auxiliary visual words discovery for large-scale image object retrieval. CVPR 2011: 905-912 - [c47]Wei-Lun Chao, Hsiao-Hang Su, Shao-Yi Chien, Winston H. Hsu, Jian-Jiun Ding:
Coarse-to-fine temporal optimization for video retargeting based on seam carving. ICME 2011: 1-6 - [c46]Yu-Ming Hsu, Ming-Kuang Tsai, Yen-Liang Lin, Winston H. Hsu:
Comp2Watch: enhancing the mobile video browsing experience. IMMPD@ACM Multimedia 2011: 13-18 - [c45]An-Jung Cheng, Yan-Ying Chen, Yen-Ta Huang, Winston H. Hsu, Hong-Yuan Mark Liao:
Personalized travel recommendation by mining people attributes from community-contributed photos. ACM Multimedia 2011: 83-92 - [c44]Guan-Long Wu, Yu-Chuan Su, Tzu-Hsuan Chiu, Liang-Chi Hsieh, Winston H. Hsu:
Scalable mobile video question-answering system with locally aggregated descriptors and random projection. ACM Multimedia 2011: 647-650 - [c43]Yu-Heng Lei, Yan-Ying Chen, Lime Iida, Bor-Chun Chen, Hsiao-Hang Su, Winston H. Hsu:
Photo search by face positions and facial attributes on touch devices. ACM Multimedia 2011: 651-654 - [c42]Yin-Hsi Kuo, Wen-Yu Lee, Winston H. Hsu, Wen-Huang Cheng:
Augmenting mobile city-view image retrieval with context-rich user-contributed photos. ACM Multimedia 2011: 687-690 - [c41]Fang-Erh Lin, Yin-Hsi Kuo, Winston H. Hsu:
Multiple object localization by context-aware adaptive window search and search-based object recognition. ACM Multimedia 2011: 1021-1024 - [c40]Hsiao-Hang Su, Tse-Wei Chen, Chieh-Chi Kao, Winston H. Hsu, Shao-Yi Chien:
Scenic photo quality assessment with bag of aesthetics-preserving features. ACM Multimedia 2011: 1213-1216 - [c39]Bor-Chun Chen, Yin-Hsi Kuo, Yan-Ying Chen, Kuan-Yu Chu, Winston H. Hsu:
Semi-supervised face image retrieval using sparse coding with identity constraint. ACM Multimedia 2011: 1369-1372 - [c38]Yu-Ming Hsu, Yen-Liang Lin, Winston H. Hsu, Brian Wang:
Snap2Read: Automatic Magazine Capturing and Analysis for Adaptive Mobile Reading. MMM (2) 2011: 146-156 - [c37]Wen-Yu Lee, Liang-Chi Hsieh, Guan-Long Wu, Winston H. Hsu, Ya-Fan Su:
Multi-layer graph-based semi-supervised learning for large-scale image datasets using mapreduce. SIGIR 2011: 1121-1122 - [c36]Yen-Ta Huang, An-Jung Cheng, Liang-Chi Hsieh, Winston H. Hsu, Kuo-Wei Chang:
Region-based landmark discovery by crowdsourcing geo-referenced photos. SIGIR 2011: 1141-1142 - [c35]Yan-Ying Chen, Winston H. Hsu, Hong-Yuan Mark Liao:
Learning facial attributes by crowdsourcing in social media. WWW (Companion Volume) 2011: 25-26 - 2010
- [j5]Tao Mei, Winston H. Hsu, Jiebo Luo:
Knowledge Discovery from Community-Contributed Multimedia. IEEE Multim. 17(4): 16-17 (2010) - [j4]Kuan-Ting Chen, Kuan Hung Lin, Yin-Hsi Kuo, Yi-Lun Wu, Winston H. Hsu:
Boosting image object retrieval and indexing by automatically discovered pseudo-objects. J. Vis. Commun. Image Represent. 21(8): 815-825 (2010) - [c34]Liang-Chi Hsieh, Winston H. Hsu:
Search-Based Automatic Image Annotation via Flickr Photos Using Tag Expansion. ICASSP 2010: 2398-2401 - [c33]Po-Nung Tseng, Yen-Liang Lin, Winston H. Hsu:
Interactive inquiry for object of interest in video playback by motion-augmented graph cut. ACM Multimedia 2010: 811-814 - [c32]An-Jung Cheng, Fang-Erh Lin, Yin-Hsi Kuo, Winston H. Hsu:
GPS, compass, or camera?: investigating effective mobile sensors for automatic search-based image annotation. ACM Multimedia 2010: 815-818 - [c31]Yin-Hsi Kuo, Yi-Lun Wu, Kuan-Ting Chen, Yi-Hsuan Yang, Tzu-Hsuan Chiu, Winston H. Hsu:
A technical demonstration of large-scale image object retrieval by efficient query evaluation and effective auxiliary visual feature discovery. ACM Multimedia 2010: 1559-1562 - 2009
- [j3]Yi-Hsuan Yang, Winston H. Hsu, Homer H. Chen:
Online Reranking via Ordinal Informative Concepts for Context Fusion in Concept Detection and Video Search. IEEE Trans. Circuits Syst. Video Technol. 19(12): 1880-1890 (2009) - [c30]Kuan Hung Lin, Kuan-Ting Chen, Winston H. Hsu, Chun Jen Lee, Tien-Hsu Lee:
Boosting object retrieval by estimating pseudo-objects. ICIP 2009: 785-788 - [c28]Winston H. Hsu, Tao Mei, Rong Yan:
Knowledge discovery over community-sharing media: From signal to intelligence. ICME 2009: 1448-1451 - [c27]Yi-Sheng Fu, Winston H. Hsu, Lin-Shan Lee:
A latent semantic retrieval and clustering system for personal photos with sparse speech annotation. SSCS@MM 2009: 39-40 - [c26]Yin-Hsi Kuo, Kuan-Ting Chen, Chien-Hsing Chiang, Winston H. Hsu:
Query expansion for hash-based image object retrieval. ACM Multimedia 2009: 65-74 - [c25]Rong Yan, Winston H. Hsu:
Content-based and concept-based retrieval for large-scale image/video collections. ACM Multimedia 2009: 913-914 - [c24]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:
Canonical image selection and efficient image graph construction for large-scale flickr photos. ACM Multimedia 2009: 1121-1122 - [c23]Wen-Yu Lee, Po Tun Wu, Winston H. Hsu:
Adaptive Learning for Multimodal Fusion in Video Search. PCM 2009: 659-670 - 2008
- [c22]Yi-Hsuan Yang, Winston H. Hsu:
Video search reranking via online ordinal reranking. ICME 2008: 285-288 - [c21]Yi-Hsuan Yang, Po Tun Wu, Ching-Wei Lee, Kuan Hung Lin, Winston H. Hsu, Homer H. Chen:
ContextSeer: context search and recommendation at query time for shared consumer photos. ACM Multimedia 2008: 199-208 - [c20]Po Tun Wu, Yi-Hsuan Yang, Kuan-Ting Chen, Winston H. Hsu, Tien-Hsu Lee, Chun Jen Lee:
Keyword-based concept search on consumer photos by web-based kernel function. ACM Multimedia 2008: 651-654 - [c19]Hong-Ming Chen, Ming-Hsiu Chang, Ping-Chieh Chang, Min-Chun Tien, Winston H. Hsu, Ja-Ling Wu:
SheepDog: group and tag recommendation for flickr photos by automatic search-based learning. ACM Multimedia 2008: 737-740 - [c18]Rong Yan, Winston H. Hsu:
Recent developments in content-based and concept-based image/video retrieval. ACM Multimedia 2008: 1155-1156 - [c17]Wei-Shing Liao, Kuan-Ting Chen, Winston H. Hsu:
AdImage: video advertising by image matching and ad scheduling optimization. SIGIR 2008: 767-768 - 2007
- [j2]Winston H. Hsu, Lyndon S. Kennedy, Shih-Fu Chang:
Reranking Methods for Visual Search. IEEE Multim. 14(3): 14-22 (2007) - [c16]Chen-Ming Pan, Yung-Yu Chuang, Winston H. Hsu:
NTU TRECVID-2007 fast rushes summarization system. TVS 2007: 74-78 - [c15]Winston H. Hsu, Lyndon S. Kennedy, Shih-Fu Chang:
Video search reranking through random walk over document-level context graph. ACM Multimedia 2007: 971-980 - [c14]Ming-Fang Weng, Chun-Kang Chen, Yi-Hsuan Yang, Rong-En Fan, Yu-Ting Hsieh, Yung-Yu Chuang, Winston H. Hsu, Chih-Jen Lin:
The NTU Toolkit and Framework for High-Level Feature Detection at TRECVID 2007. TRECVID 2007 - 2006
- [j1]Milind R. Naphade, John R. Smith, Jelena Tesic, Shih-Fu Chang, Winston H. Hsu, Lyndon S. Kennedy, Alexander G. Hauptmann, Jon Curtis:
Large-Scale Concept Ontology for Multimedia. IEEE Multim. 13(3): 86-91 (2006) - [c13]Winston H. Hsu, Shih-Fu Chang:
Topic Tracking Across Broadcast News Videos with Visual Duplicates and Semantic Concepts. ICIP 2006: 141-144 - [c12]Winston H. Hsu, Lyndon S. Kennedy, Shih-Fu Chang:
Video search reranking via information bottleneck principle. ACM Multimedia 2006: 35-44 - [c11]Shih-Fu Chang, Winston H. Hsu, Wei Jiang, Lyndon S. Kennedy, Dong Xu, Akira Yanagawa, Eric Zavesky:
Columbia University TRECVID-2006 Video Search and High-Level Feature Extraction. TRECVID 2006 - 2005
- [c10]Winston H. Hsu, Shih-Fu Chang:
Visual Cue Cluster Construction via Information Bottleneck Principle and Kernel Density Estimation. CIVR 2005: 82-91 - [c9]Shih-Fu Chang, Winston H. Hsu, Lyndon S. Kennedy, Lexing Xie, Akira Yanagawa, Eric Zavesky, Dong-Qing Zhang:
Columbia University TRECVID-2005 Video Search and High-Level Feature Extraction. TRECVID 2005 - 2004
- [c8]Winston H. Hsu, Lyndon S. Kennedy, Chih-Wei Huang, Shih-Fu Chang, Ching-Yung Lin, Giridharan Iyengar:
News video story segmentation using fusion of multi-level multi-modal features in TRECVID 2003. ICASSP (3) 2004: 645-648 - [c7]Winston H. Hsu, Shih-Fu Chang:
Generative, discriminative, and ensemble learning on multi-modal perceptual fusion toward news video story segmentation. ICME 2004: 1091-1094 - [c6]Tat-Seng Chua, Shih-Fu Chang, Lekha Chaisorn, Winston H. Hsu:
Story boundary detection in large broadcast news video archives: techniques, experience and trends. ACM Multimedia 2004: 656-659 - [c5]Winston H. Hsu, Shih-Fu Chang, Chih-Wei Huang, Lyndon S. Kennedy, Ching-Yung Lin, Giridharan Iyengar:
Discovery and fusion of salient multimodal features toward news story segmentation. Storage and Retrieval Methods and Applications for Multimedia 2004: 244-258 - [c4]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:
IBM Research TRECVID 2004 Video Retrieval System. TRECVID 2004 - 2003
- [c3]Winston H. Hsu, Shih-Fu Chang:
A statistical framework for fusing mid-level perceptual features in news story segmentation. ICME 2003: 413-416 - [c2]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:
IBM Research TRECVID-2003 Video Retrieval System. TRECVID 2003 - [c1]Winston H. Hsu, Shih-Fu Chang, Lyndon S. Kennedy, Chih-Wei Huang, Ching-Yung Lin, Giridharan Iyengar:
Discovery and Fusion of Salient Multi-modal Features Towards News Story Segmentation. TRECVID 2003
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