2024

Unsupervised Point Cloud Co-part Segmentation via Co-attended Superpoint Generation and Aggregation
Ardian Umam, Cheng-Kun Yang, Jen-Hui Chuang, and Yen-Yu Lin
to appear in IEEE Transactions on Multimedia (TMM)
PartDistill: 3D Shape Part Segmentation by Vision-Language Model Distillation
Ardian Umam, Cheng-Kun Yang, Min-Hung Chen, Jen-Hui Chuang, and Yen-Yu Lin
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2024

 Web&Code
 Supplementary Material
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation
Jia-Hao Wu, Fu-Jen Tsai, Yan-Tsung Peng, Chung-Chi Tsai, Chia-Wen Lin, and Yen-Yu Lin
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2024

 Web&Code
 Supplementary Material
Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation
Ji-Jia Wu, Andy Chia-Hao Chang, Chieh-Yu Chuang, Chun-Pei Chen, Yu-Lun Liu, Min-Hung Chen, Hou-Ning Hu, Yung-Yu Chuang, and Yen-Yu Lin
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2024

 Web&Code
 Supplementary Material
CLIPREC: Graph-based Domain Adaptive Network for Zero-Shot Referring Expression Comprehension
Jingcheng Ke, Jia Wang, Jun-Cheng Chen, I-Hong Jhuo, Chia-Wen Lin, and Yen-Yu Lin
IEEE Transactions on Multimedia (TMM), volume 26, pages 2480-2492, February 2024
Development and Validation of a 3D Resnet Model for Prediction of Lymph Node Metastasis in Head and Neck Cancer Patients
Yi-Hui Lin, Chieh-Ting Lin, Ya-Han Chang, Yen-Yu Lin, Jen-Jee Chen, Chun-Rong Huang, Yu-Wei Hsu, and Weir-Chiang You
Journal of Imaging Informatics in Medicine (SIIM), January 2024
2023

Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object Detection
Cheng-Ju Ho, Chen-Hsuan Tai, Yen-Yu Lin, Ming-Hsuan Yang, and Yi-Hsuan Tsai
Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), December 2023
 Supplementary Material
Learning Continuous Exposure Value Representations for Single-Image HDR Reconstruction
Sy-Kai Chen, Hung-Lin Yen, Yu-Lun Liu, Min-Hung Chen,Hou-Ning Hu, Wen-Hsiao Peng, andYen-Yu Lin
IEEE International Conference on Computer Vision (ICCV), October 2023
 Web&Code
MoTIF: Learning Motion Trajectories with Local Implicit Neural Functions for Continuous Space-Time Video Super-Resolution
Yi-Hsin Chen, Si-Cun Chen, Yi-Hsin Chen,Yen-Yu Lin, and Wen-Hsiao Peng
IEEE International Conference on Computer Vision (ICCV), October 2023
 Web&Code
2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision
Cheng-Kun Yang, Min-Hung Chen, Yung-Yu Chuang, and Yen-Yu Lin
IEEE International Conference on Computer Vision (ICCV), October 2023
 Web&Code
Task-Adaptive Feature Matching Loss for Image Deblurring
Chiao-Chang Chang*, Bo-Cheng Yang*, Yi-Ting Liu*, Jun-Cheng Chen, I-Hong Jhuo and Yen-Yu Lin
IEEE International Conference on Image Processing (ICIP), October 2023
 Web&Code
Decontamination Transformer for Blind Image Inpainting
Chun-Yi Li, Yen-Yu Lin and Wei-Chen Chiu
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), June 2023
 Web&Code
Unsupervised Sound Localization via Iterative Contrastive Learning
Yan-Bo Lin, Hung-Yu Tseng, Hsin-Ying Lee, Yen-Yu Lin, and Ming-Hsuan Yang
Computer Vision and Image Understanding (CVIU), vol. 227, pp. 103602, Jan. 2023
2022

Learning Object-level Point Augmentor for Semi-supervised 3D Object Detection
Cheng-Ju Ho*, Chen-Hsuan Tai*, Yi-Hsuan Tsai, Yen-Yu Lin and Ming-Hsuan Yang
The British Machine Vision Conference (BMVC), November 2022

 Web&Code
Meta Transferring for Deblurring
Po-Sheng Liu, Fu-Jen Tsai, Yan-Tsung Peng, Chung-Chi Tsai, Chia-Wen Lin, and Yen-Yu Lin
The British Machine Vision Conference (BMVC), November 2022

 Web&Code
BANet: A Blur-Aware Attention Network for Dynamic Scene Deblurring
Fu-Jen Tsai, Yan-Tsung Peng, Chung-Chi Tsai, Yen-Yu Lin, and Chia-Wen Lin
IEEE Transactions on Image Processing (TIP), volume 31, pages 6789 - 6799, October 2022
Point MixSwap: Attentional Point Cloud Mixing via Swapping Matched Structural Divisions
Ardian Umam*, Cheng-Kun Yang*, Yung-Yu Chuang, Jen-Hui Chuang and Yen-Yu Lin
European Conference on Computer Vision (ECCV), October 2022

 Web&Code
Stripformer: Strip Transformer for Fast Image Deblurring
Fu-Jen Tsai, Yan-Tsung Peng, Chung-Chi Tsai, Yen-Yu Lin, and Chia-Wen Lin
European Conference on Computer Vision (ECCV), October 2022

 Web&Code
Oral presentation
AQT: Adversarial Query Transformers for Domain Adaptive Object Detection
Wei-Jie Huang, Yu-Lin Lu, Shih-Yao Lin, Yu-sheng Xie, and Yen-Yu Lin
International Joint Conference on Artificial Intelligence (IJCAI), July 2022

 Web&Code
An MIL-Derived Transformer for Weakly Supervised Point Cloud Segmentation
Cheng-Kun Yang, Ji-Jia Wu, Kai-Syun Chen, Yung-Yu Chuang, and Yen-Yu Lin
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2022

 Web&Code
2021

Exploring Cross-Video and Cross-Modality Signals for Weakly-Supervised Audio-Visual Video Parsing
Yan-Bo Lin, Hung-Yu Tseng, Hsin-Ying Lee, Yen-Yu Lin, and Ming-Hsuan Yang
Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS), December 2021
Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-Segmentations
Yun-Chun Chen, Yen-Yu Lin, Ming-Hsuan Yang, and Jia-Bin Huang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), volume 43, pages 3632-3647, October 2021

 Web&Code
Unsupervised Point Cloud Object Co-segmentation by Co-contrastive Learning and Mutual Attention Sampling
Cheng-Kun Yang, Yung-Yu Chuang, and Yen-Yu Lin
to appear in IEEE International Conference on Computer Vision (ICCV), October 2021

 Web&Code
Oral presentation
Stain Mix-up: Unsupervised Domain Generalization for Histopathology Images
Jia-Ren Chang, Min-Sheng Wu, Wei-Hsiang Yu, Chi-Chung Chen, Cheng-Kung Yang, Yen-Yu Lin, and Chao-Yuan Yeh
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), October 2021
Soft Ranking Threshold Losses for Image Retrieval
Chiao-An Yang, Zhixiang Wang, Yen-Yu Lin, and Yung-Yu Chuang
IEEE International conference on Image Processing (ICIP), September 2021
End-to-End Key-Player-Based Group Activity Recognition Network Applied to Basketball Offensive Tactic Identification in Limited Data Scenarios
Tsung-Yu Tsai, Yen-Yu Lin, Shyh-Kang Jeng, and Hong-Yuan Mark Liao
IEEE Access, volume 9, pages 104395-104404, July 2021
MVHM: A Large-Scale Multi-View Hand Mesh Benchmark for Accurate 3D Hand Pose Estimation
Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, and Xiaohui Xie
Winter Conference on Applications of Computer Vision (WACV), January 2021

Temporal-Aware Self-Supervised Learning for 3D Hand Pose and Mesh Estimation in Videos
Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, and Xiaohui Xie
Winter Conference on Applications of Computer Vision (WACV), January 2021


2020

Regularizing Meta-Learning via Gradient Dropout
Hung-Yu Tseng*, Yi-Wen Chen*, Yi-Hsuan Tsai, Sifei Liu, Yen-Yu Lin and Ming-Hsuan Yang
to appear in Asian Conference on Computer Vision (ACCV), November 2020
 Web&Code
MM-Hand: 3D-Aware Multi-Modal Guided Hand Generation for 3D Hand Pose Synthesis
Zhenyu Wu, Duc Hoang, Shih-Yao Lin, Yusheng Xie, Liangjian Chen, Yen-Yu Lin, Zhangyang Wang, and Wei Fan
ACM International Conference on Multimedia (MM), October 2020
Learning From Music to Visual Storytelling of Shots: A Deep Interactive Learning Mechanism
Jen-Chun Lin, Wen-Li Wei, Yen-Yu Lin, Tyng-Luh Liu, and Hong-Yuan Mark Liao
ACM International Conference on Multimedia (MM), October 2020
Oral presentation
Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector
Cheng-Chun Hsu, Yi-Hsuan Tsai, Yen-Yu Lin, and Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), August 2020
 Web&Code Supplementary Material
Spatiotemporal Super-Resolution with Cross-Task Consistency and Its Semi-supervised Extension
Han-Yi Lin, Pi-Cheng Hsiu, Tei-Wei Kuo, and Yen-Yu Lin
International Joint Conference on Artificial Intelligence (IJCAI), July 2020
 Web
VOSTR: Video Object Segmentation via Transferable Representations
Yi-Wen Chen, Yi-Hsuan Tsai, Yen-Yu Lin, and Ming-Hsuan Yang
International Journal of Computer Vision (IJCV), volume 128, number 4, pages 931-949, April 2020

Deep Co-saliency Detection via Stacked Autoencoder-enabled Fusion and Self-trained CNNs
Chung-Chi Tsai*, Kuang-Jui Hsu*, Yen-Yu Lin, Xiaoning Qian, and Yung-Yu Chuang
IEEE Transactions on Multimedia (TMM), volume 22, number 4, pages 1016-1031, April 2020

DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images for 3D Hand Pose Estimation
Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Xiaohui Xie, and Wei Fan
IEEE Winter Conference on Applications of Computer Vision (WACV), March 2020

Weakly-supervised Video Re-localization with Multiscale Attention Model
Yung-Han Huang, Kuang-Jui Hsu, Shyh-Kang Jeng, and Yen-Yu Lin
AAAI Conference on Artificial Intelligence (AAAI), February 2020

2019

Weakly Supervised Instance Segmentation using the Bounding Box Tightness Prior
Cheng-Chun Hsu*, Kuang-Jui Hsu*, Chung-Chi Tsai, Yen-Yu Lin, and Yung-Yu Chuang
Thirty-third Conference on Neural Information Processing Systems (NeurIPS), December 2019
Recover and Identify: A Generative Dual Model for Cross-Resolution Person Re-Identification
Yu-Jhe Li*, Yun-Chun Chen*, Yen-Yu Lin, Xiaofei Du, and Yu-Chiang Frank Wang
IEEE International Conference on Computer Vision (ICCV), October 2019
What Makes You Look Like You: Learning an Inherent Feature Representation for Person Re-Identification
Wen-Li Wei, Jen-Chun Lin, Yen-Yu Lin, and Hong-Yuan Mark Liao
IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), September 2019

TAGAN: Tonality Aligned Generative Adversarial Networks for Realistic Hand Pose Synthesis
Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Hui Tang, Yufan Xue, Yen-Yu Lin, Xiaohui Xie, and Wei Fan
British Machine Vision Conference (BMVC), September 2019
Referring Expression Object Segmentation with Caption-Aware Consistency
Yi-Wen Chen, Yi-Hsuan Tsai, Tiantian Wang, Yen-Yu Lin, and Ming-Hsuan Yang
British Machine Vision Conference (BMVC), September 2019
Weakly Supervised Salient Object Detection by Learning A Classifier-Driven Map Generator
Kuang-Jui Hsu, Yen-Yu Lin, and Yung-Yu Chuang
IEEE Transactions on Image Processing (TIP), volume 28, number 11, pages 5435-5449, November 2019
FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation from a Single Image
Tsun-Yi Yang, Yi-Ting Chen, Yen-Yu Lin, and Yung-Yu Chuang
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2019
Code
CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency
Yun-Chun Chen, Yen-Yu Lin, Ming-Hsuan Yang, and Jia-Bin Huang
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2019
Web

DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency Detection
Kuang-Jui Hsu, Yen-Yu Lin, and Yung-Yu Chuang
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2019
Oral presentation, Best paper finalist
Code
LSIM: Ultra Lightweight Similarity Measurement for Mobile Graphics Applications
Yu-Chuan Chang, Wei-Ming Chen, Pi-Cheng Hsiu, Yen-Yu Lin, and Tei-Wei Kuo
IEEE/ACM Design Automation Conference (DAC), June 2019
Acceptance rate: 24.8% (202/815)
Deep Video Frame Interpolation using Cyclic Frame Generation
Yu-Lun Liu, Yi-Tung Liao, Yen-Yu Lin, and Yung-Yu Chuang
AAAI Conference on Artificial Intelligence (AAAI), January 2019
Oral presentation
Code
Image Co-saliency Detection and Co-segmentation via Progressive Joint Optimization
Chung-Chi Tsai, Weizhi Li, Kuang-Jui Hsu, Xiaoning Qian, and Yen-Yu Lin
IEEE Transactions on Image Processing (TIP), volume 28, number 1, pages 56-71, January 2019

2018

Deep Semantic Matching with Foreground Detection and Cycle-Consistency
Yun-Chun Chen, Po-Hsiang Huang, Li-Yu Yu, Jia-Bin Huang, Ming-Hsuan Yang, and Yen-Yu Lin
Asian Conference on Computer Vision (ACCV), December 2018
Web&Code

Unseen Object Segmentation in Videos via Transferable Representations
Yi-Wen Chen, Yi-Hsuan Tsai, Chu-Ya Yang, Yen-Yu Lin, and Ming-Hsuan Yang
Asian Conference on Computer Vision (ACCV), December 2018
Oral presentation, Best Student Award Honorable Mention
Code
Unsupervised CNN-based Co-saliency Detection with Graphical Optimization
Kuang-Jui Hsu, Chung-Chi Tsai, Yen-Yu Lin, Xiaoning Qian, and Yung-Yu Chuang
European Conference on Computer Vision (ECCV), September 2018
Demo Code Pre-computed Results (including all competing methods)
Adversarial Learning for Semi-supervised Semantic Segmentation
Wei-Chih Hung, Yi-Hsuan Tsai, Yan-Ting Liou, Yen-Yu Lin, and Ming-Hsuan Yang
British Machine Vision Conference (BMVC), September 2018
Code
Action Recognition with the Augmented MoCap Data using Neural Data Translation
Shih-Yao Lin and Yen-Yu Lin
British Machine Vision Conference (BMVC), September 2018
Demo Video
USEAQ: Ultra-fast Superpixel Extraction via Adaptive Sampling from Quantized Regions
Chun-Rong Huang, Wei-Cheng Wang, Wei-An Wang, Szu-Yu Lin, and Yen-Yu Lin
IEEE Transactions on Image Processing (TIP), volume 27, number 10, pages 4916-4931, October 2018
Code
Clustering Trajectories in Heterogeneous Representations for Video Event Detection
Wei-Cheng Wang, Hsin-Wei Cheng, Chun-Rong Huang, and Yen-Yu Lin
IEEE International conference on Image Processing (ICIP), October 2018
Oral presentation
Co-attention CNNs for Unsupervised Object Co-segmentation
Kuang-Jui Hsu, Yen-Yu Lin, and Yung-Yu Chuang
International Joint Conference on Artificial Intelligence (IJCAI), July 2018
Demo Code
SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation
Tsun-Yi Yang, Yi-Hsuan Huang, Yen-Yu Lin, Pi-Cheng Hsiu, and Yung-Yu Chuang
International Joint Conference on Artificial Intelligence (IJCAI), pages 1078-1084, July 2018
Acceptance rate: 20% (710/3470)
Code
Learning Adaptive Hidden Layers for Mobile Gesture Recognition
Ting-Kuei Hu, Yen-Yu Lin, and Pi-Cheng Hsiu
AAAI Conference on Artificial Intelligence (AAAI), pages 6934-6942, February 2018
Acceptance rate: 25% (933/3800+)
Web&Code
2017
DeepCD: Learning Deep Complementary Descriptors for Patch Representations
Tsun-Yi Yang, Jo-Han Hsu, Yen-Yu Lin, and Yung-Yu Chuang
IEEE International Conference on Computer Vision (ICCV), October 2017
Code
Weakly Supervised Saliency Detection with A Category-Driven Map Generator
Kuang-Jui Hsu, Yen-Yu Lin, and Yung-Yu Chuang
British Machine Vision Conference (BMVC), September 2017
Code
Recognizing Offensive Tactics in Broadcast Basketball Videos via Key Player Detection
Tsung-Yu Tsai, Yen-Yu Lin, Hong-Yuan Mark Liao, and Shyh-Kang Jeng
IEEE International conference on Image Processing (ICIP), September 2017
Oral presentation
Deep Dictionary Learning for Fine-Grained Image Classification
Mettu Srinivas, Yen-Yu Lin, and Hong-Yuan Mark Liao
IEEE International conference on Image Processing (ICIP), September 2017
Oral presentation

Recognizing Human Actions with Outlier Frames by Observation Filtering and Completion
Shih-Yao Lin, Yen-Yu Lin, Chu-Song Chen, and Yi-Ping Hung
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), volume 13, number 3, pages 28:1-28:23, August 2017
Dataset
Deep co-occurrence feature learning for visual object recognition
Ya-Fang Shih, Yang-Ming Yeh, Yen-Yu Lin, Ming-Feng Weng, Yi-Chang Lu, and Yung-Yu Chuang
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), July 2017
Web

Learning deep and sparse feature representation for fine-grained recognition
Mettu Srinivas, Yen-Yu Lin, and Hong-Yuan Mark Liao
IEEE International on Multimedia and Expo (ICME), July 2017

Segmentation guided local proposal fusion for co-saliency detection
Chung-Chi Tsai, Xiaoning Qian, and Yen-Yu Lin
IEEE International on Multimedia and Expo (ICME), July 2017
Oral presentation
Code
Image Co-Saliency Detection via Locally Adaptive Saliency Map Fusion
Chung-Chi Tsai, Xiaoning Qian, and Yen-Yu Lin
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017
Code
Learning and Inferring Human Actions with temporal Pyramid Features based on Conditional Random Fields
Shih-Yao Lin, Yen-Yu Lin, Chu-Song Chen, and Yi-Ping Hung
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017
2016
USEQ: Ultra-Fast Superpixel Extraction via Quantization
Chun-Rong Huang, Wei-An Wang, Szu-Yu Lin, and Yen-Yu Lin
IEEE International Conference on Pattern Recognition (ICPR), December 2016
Web
Learning Discriminatively Reconstructed Source Data for Object Recognition with Few Examples
Pai-Heng Hsiao, Feng-Ju Chang, and Yen-Yu Lin
IEEE Transactions on Image Processing (TIP), volume 25, number 8, pages 3518-3532, August 2016
Accumulated Stability Voting: A Robust Descriptor from Descriptors of Multiple Scales
Tsun-Yi Yang, Yen-Yu Lin, and Yung-Yu Chuang
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2016
Code
Progressive Feature Matching with Alternate Descriptor Selection and Correspondence Enrichment
Yuan-Ting Hu and Yen-Yu Lin
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2016
Precise Player Segmentation in Team Sports Videos Using Contrast-Aware Co-Segmentation
Tsung-Yu Tsai, Yen-Yu Lin, Hong-Yuan Mark Liao, and Shyh-Kang Jeng
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2016
2015
Co-Segmentation Guided Hough Transform for Robust Feature Matching
Hsin-Yi Chen, Yen-Yu Lin, and Bing-Yu Chen
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), volume 37, number 12, pages 2388-2401, December 2015
Matching Images with Multiple Descriptors: An Unsupervised Approach for Locally Adaptive Descriptor Selection
Yuan-Ting Hu, Yen-Yu Lin, Hsin-Yi Chen, Kuang-Jui Hsu, and Bing-Yu Chen
IEEE Transactions on Image Processing (TIP), volume 24, number 12, pages 5995-6010, December 2015
Robust Feature Matching via Multiple Descriptor Fusion
Yuan-Ting Hu and Yen-Yu Lin
Asian Conference on Pattern Recognition (ACPR), November 2015
Robust Image Alignment with Multiple Feature Descriptors and Matching-Guided Neighborhoods
Kuang-Jui Hsu, Yen-Yu Lin, and Yung-Yu Chuang
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2015
Web
Blur Kernel Estimation Using Normalized Color-Line Prior
Wei-Sheng Lai, Jian-Jiun Ding, Yen-Yu Lin, and Yung-Yu Chuang
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2015
Linear Spectral Mixture Analysis via Multiple Kernel Learning for Hypercpectral Image Classification
Keng-Hao Liu, Yen-Yu Lin, and Chu-Song Chen
IEEE Transactions on Geoscience and Remote Sensing (TGRS), volume 53, number 4, pages 2254-2269, April 2015
Robust Action Recognition via Borrowing Information across Video Modalities
Nick C. Tang, Yen-Yu Lin, Ju-Hsuan Hua, Shih-En Wei, Ming-Fang Weng, and Hong-Yuan Mark Liao
IEEE Transactions on Image Processing (TIP), volume 24, number 2, pages 709-723, February 2015
Cross-Camera Knowledge Transfer for Multiview People Counting
Nick C. Tang, Yen-Yu Lin, Ming-Fang Weng, and Hong-Yuan Mark Liao
IEEE Transactions on Image Processing (TIP), volume 24, number 1, pages 80-93, January 2015
2014
Per-cluster Ensemble Kernel Learning for Multi-modal Image Clustering with Group-dependent Feature Selection
Jeng-Tsung Tsai, Yen-Yu Lin, and Hong-Yuan Mark Liao
IEEE Transactions on Multimedia (TMM), volume 16, number 8, pages 2229-2241, December 2014
Skeleton-Augmented Human Action Understanding by Learning with Progressively Refined Data
Shih-En Wei, Nick C. Tang, Yen-Yu Lin, Ming-Fang Weng, and Hong-Yuan Mark Liao
ACM International Workshop on Human Centered Event Understanding from Multimedia (HuEvent), November 2014

Video Saliency Map Detection by Dominant Camera Motion Removal
Chun-Rong Huang, Yun-Jung Chang, Zhi-Xiang Yang, and Yen-Yu Lin
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), volume 24, number 8, pages 1336-1349, August 2014
Web
Multiple Structured-Instance Learning for Semantic Segmentation with Uncertain Training Data
Feng-Ju Chang, Yen-Yu Lin, and Kuang-Jui Hsu
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2014

Depth and Skeleton Associated Action Recognition without Online Accessible RGB-D Cameras
Yen-Yu Lin, Ju-Hsuan Hua, Nick C. Tang, Min-Hung Chen, and Hong-Yuan Mark Liao
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2014
Augmented Multiple Instance Regression for Inferring Object Contours in Bounding Boxes
Kuang-Jui Hsu, Yen-Yu Lin, and Yung-Yu Chuang
IEEE Transactions on Image Processing (TIP), volume 23, number 4, pages 1722-1736, April 2014
Web
Human Action Recognition using Associated Depth and Skeleton Information
Nick C. Tang, Yen-Yu Lin, Ju-Hsuan Hua, Ming-Fang Weng, and Hong-Yuan Mark Liao
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014
2013
Multi-view Face Detection in Videos with Online Adaptation
Yao-Chuan Chang, Yen-Yu Lin, and Hong-Yuan Mark Liao
IEEE International conference on Image Processing (ICIP), September 2013

Robust Feature Matching with Alternate Hough and Inverted Hough Transforms
Hsin-Yi Chen, Yen-Yu Lin, and Bing-Yu Chen
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2013

2012
The Acousticvisual Emotion Gaussians model for automatic generation of music video
Ju-Chiang Wang, Yi-Hsuan Yang, I-Hong Jhuo, Yen-Yu Lin, and Hsin-Min Wang
ACM International Conference on Multimedia (MM), November 2012
Grand Challenge solution paper (First Prize)


Knowledge Leverage from Contours to Bounding Boxes: A Concise Approach to Annotation
Jie-Zhi Cheng, Feng-Ju Chang, Kuang-Jui Hsu, and Yen-Yu Lin
Asian Conference on Computer Vision (ACCV), Lecture Notes in Computer Science, November 2012

Cross-database Transfer Learning via Learnable and Discriminant Error-correcting Output Codes
Feng-Ju Chang, Yen-Yu Lin, and Ming-Fang Weng
Asian Conference on Computer Vision (ACCV), Lecture Notes in Computer Science, November 2012
Oral presentation; Acceptance rate 3.6% (31/869)
Cluster-dependent Feature Selection by Multiple Kernel Self-organizing Map
Kuan-Chieh Huang, Yen-Yu Lin, and Jie-Zhi Cheng
IEEE International Conference on Pattern Recognition (ICPR), November 2012

Visual Knowledge Transfer among Multiple Cameras for People Counting with Occlusion Handling
Ming-Fang Weng, Yen-Yu Lin, Nick C. Tang, and Hong-Yuan Mark Liao
ACM International Conference on Multimedia (MM), October 2012(full paper)
Action Recognition using Instance-specific and Class-consistent Cues
Chin-An Lin, Yen-Yu Lin, Hong-Yuan Mark Liao, and Shyh-Kang Jeng
IEEE International conference on Image Processing (ICIP), September 2012
2011
Cross Camera People Counting with Perspective Estimation and Occlusion Handling
Tsung-Yi Lin, Yen-Yu Lin, Ming-Fang Weng, Yu-Chiang Wang, Yu-Feng Hsu, and Hong-Yuan Mark Liao
IEEE International Workshop on Information Forensics and Security (WIFS), November 2011
Multiple Kernel Learning for Dimensionality Reduction
Yen-Yu Lin, Tyng-Luh Liu, and Chiou-Shann Fuh
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), volume 33, number 6, pages 1147-1160, June 2011
2010
Clustering Complex Data with Group-dependent Feature Selection
Yen-Yu Lin, Tyng-Luh Liu, and Chiou-Shann Fuh
ECCV, pp. 84-97, Sep. 2010
2009
Efficient Discriminative Local Learning for Object Recognition
Yen-Yu Lin, Jyun-Fan Tsai, and Tyng-Luh Liu
ICCV, Sep. 2009
2008
Dimensionality Reduction for Data in Multiple Feature Representations
Yen-Yu Lin, Tyng-Luh Liu, and Chiou-Shann Fuh
NIPS, Dec. 2008
2007
Local Ensemble Kernel Learning for Object Category Recognition
Yen-Yu Lin, Tyng-Luh Liu, and Chiou-Shann Fuh
CVPR, June 2007
Oral presentation
2005
Semantic Manifold Learning for Image Retrieval
Yen-Yu Lin, Tyng-Luh Liu, and Hwann-Tzong Chen
ACM International Conference on Multimedia (ACM MM), December 2005
Best Student Papers Session
Shape Recognition using Fast Boosted Filtering
Yen-Yu Lin and Tyng-Luh Liu
IEEE International conference on Image Processing (ICIP), September 2005, volume 2, pages 554-557
Robust Face Detection with Multi-class Boosting
Yen-Yu Lin and Tyng-Luh Liu
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2005, volume 1, pages 680-687
2004
Fast Object Detection with Occlusions
Yen-Yu Lin, Tyng-Luh Liu, and Chiou-Shann Fuh
European Conference on Computer Vision (ECCV), May 2004, volume 1, pages 402-413