Matti Pietikäinen

328 papers A* 11A 16B 43C 3Misc 10Journal 134Unranked 102

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Advancing Segment Anything Model for Efficient Salient Object Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Jiehua Zhang, Li Liu, Zhuo Su, Tianpeng Liu, Zhen Liu, Matti Pietikäinen
2025	J	`jnl`	Boosting Convolutional Neural Networks With Middle Spectrum Grouped Convolution. IEEE Trans. Neural Networks Learn. Syst. Zhuo Su, Jiehua Zhang, Tianpeng Liu, Zhen Liu, Shuanghui Zhang, Matti Pietikäinen, Li Liu
2025	J	`jnl`	Few-Shot Class-Incremental Learning for Classification and Object Detection: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. Jinghua Zhang, Li Liu, Olli Silvén, Matti Pietikäinen, Dewen Hu
2025	J	`jnl`	Rapid Salient Object Detection With Difference Convolutional Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. Zhuo Su, Li Liu, Matthias Müller, Jiehua Zhang, Diana Wofk, Ming-Ming Cheng, Matti Pietikäinen
2025	J	`jnl`	Rapid Salient Object Detection with Difference Convolutional Neural Networks. CoRR Zhuo Su, Li Liu, Matthias Müller, Jiehua Zhang, Diana Wofk, Ming-Ming Cheng, Matti Pietikäinen
2024	J	`jnl`	Deep Learning for Visual Speech Analysis: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. Changchong Sheng, Gangyao Kuang, Liang Bai, Chenping Hou, Yulan Guo, Xin Xu, Matti Pietikäinen, Li Liu
2024	J	`jnl`	Editorial: Learning With Fewer Labels in Computer Vision. IEEE Trans. Pattern Anal. Mach. Intell. Li Liu, Timothy M. Hospedales, Yann LeCun, Mingsheng Long, Jiebo Luo, Wanli Ouyang, Matti Pietikäinen, Tinne Tuytelaars
2024	J	`jnl`	Highly Efficient and Unsupervised Framework for Moving Object Detection in Satellite Videos. CoRR Chao Xiao, Wei An, Yifan Zhang, Zhuo Su, Miao Li, Weidong Sheng, Matti Pietikäinen, Li Liu
2024	J	`jnl`	Highly Efficient and Unsupervised Framework for Moving Object Detection in Satellite Videos. IEEE Trans. Pattern Anal. Mach. Intell. Chao Xiao, Wei An, Yifan Zhang, Zhuo Su, Miao Li, Weidong Sheng, Matti Pietikäinen, Li Liu
2024	J	`jnl`	Lightweight Pixel Difference Networks for Efficient Visual Representation Learning. CoRR Zhuo Su, Jiehua Zhang, Longguang Wang, Hua Zhang, Zhen Liu, Matti Pietikäinen, Li Liu
2023	J	`jnl`	Affective Computing [Scanning the Issue]. Proc. IEEE Björn W. Schuller, Matti Pietikäinen
2023	J	`jnl`	Boosting Convolutional Neural Networks with Middle Spectrum Grouped Convolution. CoRR Zhuo Su, Jiehua Zhang, Tianpeng Liu, Zhen Liu, Shuanghui Zhang, Matti Pietikäinen, Li Liu
2023	J	`jnl`	Facial Micro-Expressions: An Overview. Proc. IEEE Guoying Zhao, Xiaobai Li, Yante Li, Matti Pietikäinen
2023	J	`jnl`	Few-shot Class-incremental Learning: A Survey. CoRR Jinghua Zhang, Li Liu, Olli Silvén, Matti Pietikäinen, Dewen Hu
2023	—	`conf`	From Local Binary Patterns to Pixel Difference Networks for Efficient Visual Representation Learning. SCIA (2) Zhuo Su, Matti Pietikäinen, Li Liu
2023	J	`jnl`	From Local Binary Patterns to Pixel Difference Networks for Efficient Visual Representation Learning. CoRR Zhuo Su, Matti Pietikäinen, Li Liu
2023	J	`jnl`	Importance-Aware Information Bottleneck Learning Paradigm for Lip Reading. IEEE Trans. Multim. Changchong Sheng, Li Liu, Wanxia Deng, Liang Bai, Zhong Liu, Songyang Lao, Gangyao Kuang, Matti Pietikäinen
2023	J	`jnl`	Lightweight Pixel Difference Networks for Efficient Visual Representation Learning. IEEE Trans. Pattern Anal. Mach. Intell. Zhuo Su, Jiehua Zhang, Longguang Wang, Hua Zhang, Zhen Liu, Matti Pietikäinen, Li Liu
2023	J	`jnl`	Uncertainty-Guided Semi-Supervised Few-Shot Class-Incremental Learning With Knowledge Distillation. IEEE Trans. Multim. Yawen Cui, Wanxia Deng, Xin Xu, Zhen Liu, Zhong Liu, Matti Pietikäinen, Li Liu
2022	J	`jnl`	Adaptive Semantic-Spatio-Temporal Graph Convolutional Network for Lip Reading. IEEE Trans. Multim. Changchong Sheng, Xinzhong Zhu, Huiying Xu, Matti Pietikäinen, Li Liu
2022	J	`jnl`	Analyzing Group-Level Emotion with Global Alignment Kernel based Approach. IEEE Trans. Affect. Comput. Xiaohua Huang, Abhinav Dhall, Roland Goecke, Matti Pietikäinen, Guoying Zhao
2022	J	`jnl`	Boosting Binary Neural Networks via Dynamic Thresholds Learning. CoRR Jiehua Zhang, Xueyang Zhang, Zhuo Su, Zitong Yu, Yanghe Feng, Xin Lu, Matti Pietikäinen, Li Liu
2022	J	`jnl`	Challenges of Artificial Intelligence - From Machine Learning and Computer Vision to Emotional Intelligence. CoRR Matti Pietikäinen, Olli Silvén
2022	J	`jnl`	Deep Ladder-Suppression Network for Unsupervised Domain Adaptation. IEEE Trans. Cybern. Wanxia Deng, Lingjun Zhao, Gangyao Kuang, Dewen Hu, Matti Pietikäinen, Li Liu
2022	J	`jnl`	Deep Learning for Visual Speech Analysis: A Survey. CoRR Changchong Sheng, Gangyao Kuang, Liang Bai, Chenping Hou, Yulan Guo, Xin Xu, Matti Pietikäinen, Li Liu
2022	Misc	`conf`	Dynamic Binary Neural Network by Learning Channel-Wise Thresholds. ICASSP Jiehua Zhang, Zhuo Su, Yanghe Feng, Xin Lu, Matti Pietikäinen, Li Liu
2022	J	`jnl`	Hyperspectral Estimation of Soil Copper Concentration Based on Improved TabNet Model in the Eastern Junggar Coalfield. IEEE Trans. Geosci. Remote. Sens. Yuan Wang, Abdugheni Abliz, Hongbing Ma, Li Liu, Alishir Kurban, Ümüt Halik, Matti Pietikäinen, Wenjuan Wang
2022	J	`jnl`	Informative Feature Disentanglement for Unsupervised Domain Adaptation. IEEE Trans. Multim. Wanxia Deng, Lingjun Zhao, Qing Liao, Deke Guo, Gangyao Kuang, Dewen Hu, Matti Pietikäinen, Li Liu
2022	—	`conf`	SVNet: Where SO(3) Equivariance Meets Binarization on Point Cloud Representation. 3DV Zhuo Su, Max Welling, Matti Pietikäinen, Li Liu
2022	J	`jnl`	SVNet: Where SO(3) Equivariance Meets Binarization on Point Cloud Representation. CoRR Zhuo Su, Max Welling, Matti Pietikäinen, Li Liu
2021	A*	`conf`	Cross-modal Self-Supervised Learning for Lip Reading: When Contrastive Learning meets Adversarial Training. ACM Multimedia Changchong Sheng, Matti Pietikäinen, Qi Tian, Li Liu
2021	J	`jnl`	Deep Learning for Scene Classification: A Survey. CoRR Delu Zeng, Minyu Liao, Mohammad Tavakolian, Yulan Guo, Bolei Zhou, Dewen Hu, Matti Pietikäinen, Li Liu
2021	J	`jnl`	Deep ladder reconstruction-classification network for unsupervised domain adaptation. Pattern Recognit. Lett. Wanxia Deng, Zhuo Su, Qiang Qiu, Lingjun Zhao, Gangyao Kuang, Matti Pietikäinen, Huaxin Xiao, Li Liu
2021	J	`jnl`	Dynamic Binary Neural Network by learning channel-wise thresholds. CoRR Jiehua Zhang, Zhuo Su, Yanghe Feng, Xin Lu, Matti Pietikäinen, Li Liu
2021	J	`jnl`	Editorial for the special issue of IMAVIS on automatic face analytics for human behavior understanding. Image Vis. Comput. Xiaohua Huang, Abhinav Dhall, Guoying Zhao, Wenming Zheng, Matti Pietikäinen
2021	A*	`conf`	Informative Class-Conditioned Feature Alignment for Unsupervised Domain Adaptation. ACM Multimedia Wanxia Deng, Yawen Cui, Zhen Liu, Gangyao Kuang, Dewen Hu, Matti Pietikäinen, Li Liu
2021	A*	`conf`	Pixel Difference Networks for Efficient Edge Detection. ICCV Zhuo Su, WenZhe Liu, Zitong Yu, Dewen Hu, Qing Liao, Qi Tian, Matti Pietikäinen, Li Liu
2021	J	`jnl`	Pixel Difference Networks for Efficient Edge Detection. CoRR Zhuo Su, WenZhe Liu, Zitong Yu, Dewen Hu, Qing Liao, Qi Tian, Matti Pietikäinen, Li Liu
2020	J	`jnl`	Deep Learning for Generic Object Detection: A Survey. Int. J. Comput. Vis. Li Liu, Wanli Ouyang, Xiaogang Wang, Paul W. Fieguth, Jie Chen, Xinwang Liu, Matti Pietikäinen
2020	—	`conf`	Dynamic Group Convolution for Accelerating Convolutional Neural Networks. ECCV (6) Zhuo Su, Linpu Fang, Wenxiong Kang, Dewen Hu, Matti Pietikäinen, Li Liu
2020	J	`jnl`	Dynamic Group Convolution for Accelerating Convolutional Neural Networks. CoRR Zhuo Su, Linpu Fang, Wenxiong Kang, Dewen Hu, Matti Pietikäinen, Li Liu
2020	J	`jnl`	Efficient Visual Recognition. Int. J. Comput. Vis. Li Liu, Matti Pietikäinen, Jie Qin, Wanli Ouyang, Luc Van Gool
2020	J	`jnl`	FTBNN: Rethinking Non-linearity for 1-bit CNNs and Going Beyond. CoRR Zhuo Su, Linpu Fang, Deke Guo, Dewen Hu, Matti Pietikäinen, Li Liu
2019	A	`conf`	BIRD: Learning Binary and Illumination Robust Descriptor for Face Recognition. BMVC Zhuo Su, Matti Pietikäinen, Li Liu
2019	J	`jnl`	Discriminative Spatiotemporal Local Binary Pattern with Revisited Integral Projection for Spontaneous Facial Micro-Expression Recognition. IEEE Trans. Affect. Comput. Xiaohua Huang, Sujing Wang, Xin Liu, Guoying Zhao, Xiaoyi Feng, Matti Pietikäinen
2019	J	`jnl`	Extended Local Binary Patterns for Efficient and Robust Spontaneous Facial Micro-Expression Recognition. IEEE Access Chengyu Guo, Jingyun Liang, Geng Zhan, Zhong Liu, Matti Pietikäinen, Li Liu
2019	J	`jnl`	Extended Local Binary Patterns for Efficient and Robust Spontaneous Facial Micro-Expression Recognition. CoRR Chengyu Guo, Jingyun Liang, Geng Zhan, Zhong Liu, Matti Pietikäinen, Li Liu
2019	J	`jnl`	From BoW to CNN: Two Decades of Texture Representation for Texture Classification. Int. J. Comput. Vis. Li Liu, Jie Chen, Paul W. Fieguth, Guoying Zhao, Rama Chellappa, Matti Pietikäinen
2019	J	`jnl`	Guest Editors' Introduction to the Special Section on Compact and Efficient Feature Representation and Learning in Computer Vision. IEEE Trans. Pattern Anal. Mach. Intell. Li Liu, Matti Pietikäinen, Jie Chen, Guoying Zhao, Xiaogang Wang, Rama Chellappa
2019	J	`jnl`	Texture Classification in Extreme Scale Variations Using GANet. IEEE Trans. Image Process. Li Liu, Jie Chen, Guoying Zhao, Paul W. Fieguth, Xilin Chen, Matti Pietikäinen
2018	J	`jnl`	A Global Alignment Kernel based Approach for Group-level Happiness Intensity Estimation. CoRR Xiaohua Huang, Abhinav Dhall, Roland Goecke, Matti Pietikäinen, Guoying Zhao
2018	J	`jnl`	A Survey of Recent Advances in Texture Representation. CoRR Li Liu, Jie Chen, Paul W. Fieguth, Guoying Zhao, Rama Chellappa, Matti Pietikäinen
2018	J	`jnl`	Deep Learning for Generic Object Detection: A Survey. CoRR Li Liu, Wanli Ouyang, Xiaogang Wang, Paul W. Fieguth, Jie Chen, Xinwang Liu, Matti Pietikäinen
2018	J	`jnl`	Multimodal Framework for Analyzing the Affect of a Group of People. IEEE Trans. Multim. Xiaohua Huang, Abhinav Dhall, Roland Goecke, Matti Pietikäinen, Guoying Zhao
2018	J	`jnl`	PCANet-II: When PCANet Meets the Second Order Pooling. IEICE Trans. Inf. Syst. Chunxiao Fan, Xiaopeng Hong, Lei Tian, Yue Ming, Matti Pietikäinen, Guoying Zhao
2018	B	`conf`	Sparse Tikhonov-Regularized Hashing for Multi-Modal Learning. ICIP Lei Tian, Xiaopeng Hong, Chunxiao Fan, Yue Ming, Matti Pietikäinen, Guoying Zhao
2018	J	`jnl`	Sparse projections matrix binary descriptors for face recognition. Neurocomputing Chunxiao Fan, Lei Tian, Yue Ming, Xiaopeng Hong, Guoying Zhao, Matti Pietikäinen
2018	J	`jnl`	Texture Classification in Extreme Scale Variations using GANet. CoRR Li Liu, Jie Chen, Guoying Zhao, Paul W. Fieguth, Xilin Chen, Matti Pietikäinen
2018	J	`jnl`	Towards Reading Hidden Emotions: A Comparative Study of Spontaneous Micro-Expression Spotting and Recognition Methods. IEEE Trans. Affect. Comput. Xiaobai Li, Xiaopeng Hong, Antti Moilanen, Xiaohua Huang, Tomas Pfister, Guoying Zhao, Matti Pietikäinen
2017	J	`jnl`	HEp-2 Cell Classification via Combining Multiresolution Co-Occurrence Texture and Large Region Shape Information. IEEE J. Biomed. Health Informatics Xianbiao Qi, Guoying Zhao, Chun-Guang Li, Jun Guo, Matti Pietikäinen
2017	J	`jnl`	Local binary features for texture classification: Taxonomy and experimental study. Pattern Recognit. Li Liu, Paul W. Fieguth, Yulan Guo, Xiaogang Wang, Matti Pietikäinen
2017	J	`jnl`	PCANet-II: When PCANet Meets the Second Order Pooling. CoRR Lei Tian, Xiaopeng Hong, Guoying Zhao, Chunxiao Fan, Yue Ming, Matti Pietikäinen
2017	J	`jnl`	Robust local features for remote face recognition. Image Vis. Comput. Jie Chen, Vishal M. Patel, Li Liu, Vili Kellokumpu, Guoying Zhao, Matti Pietikäinen, Rama Chellappa
2017	—	`conf`	Rotation Invariant Local Binary Convolution Neural Networks. ICCV Workshops Xin Zhang, Li Liu, Yuxiang Xie, Jie Chen, Lingda Wu, Matti Pietikäinen
2016	J	`jnl`	Analyzing the Affect of a Group of People Using Multi-modal Framework. CoRR Xiaohua Huang, Abhinav Dhall, Xin Liu, Guoying Zhao, Jingang Shi, Roland Goecke, Matti Pietikäinen
2016	J	`jnl`	Capturing correlations of local features for image representation. Neurocomputing Xiaopeng Hong, Guoying Zhao, Stefanos Zafeiriou, Maja Pantic, Matti Pietikäinen
2016	—	`conf`	Concatenated Frame Image Based CNN for Visual Speech Recognition. ACCV Workshops (2) Takeshi Saitoh, Ziheng Zhou, Guoying Zhao, Matti Pietikäinen
2016	J	`jnl`	Data-driven techniques for smoothing histograms of local binary patterns. Pattern Recognit. Juha Ylioinas, Norman Poh, Jukka Holappa, Matti Pietikäinen
2016	J	`jnl`	Dynamic Facial Expression Recognition With Atlas Construction and Sparse Representation. IEEE Trans. Image Process. Yimo Guo, Guoying Zhao, Matti Pietikäinen
2016	J	`jnl`	Dynamic texture and scene classification by transferring deep image features. Neurocomputing Xianbiao Qi, Chun-Guang Li, Guoying Zhao, Xiaopeng Hong, Matti Pietikäinen
2016	J	`jnl`	Editorial of special issue on spontaneous facial behaviour analysis. Comput. Vis. Image Underst. Stefanos Zafeiriou, Guoying Zhao, Matti Pietikäinen, Rama Chellappa, Irene Kotsia, Jeffrey F. Cohn
2016	—	`conf`	Evaluation of LBP and Deep Texture Descriptors with a New Robustness Benchmark. ECCV (3) Li Liu, Paul W. Fieguth, Xiaogang Wang, Matti Pietikäinen, Dewen Hu
2016	J	`jnl`	Exploring illumination robust descriptors for human epithelial type 2 cell classification. Pattern Recognit. Xianbiao Qi, Guoying Zhao, Jie Chen, Matti Pietikäinen
2016	J	`jnl`	Extended local binary patterns for face recognition. Inf. Sci. Li Liu, Paul W. Fieguth, Guoying Zhao, Matti Pietikäinen, Dewen Hu
2016	B	`conf`	Generalized face anti-spoofing by detecting pulse from face videos. ICPR Xiaobai Li, Jukka Komulainen, Guoying Zhao, Pong Chi Yuen, Matti Pietikäinen
2016	J	`jnl`	HEp-2 cell classification: The role of Gaussian Scale Space Theory as a pre-processing approach. Pattern Recognit. Lett. Xianbiao Qi, Guoying Zhao, Jie Chen, Matti Pietikäinen
2016	J	`jnl`	LOAD: Local orientation adaptive descriptor for texture and material classification. Neurocomputing Xianbiao Qi, Guoying Zhao, Linlin Shen, Qingquan Li, Matti Pietikäinen
2016	J	`jnl`	Median Robust Extended Local Binary Pattern for Texture Classification. IEEE Trans. Image Process. Li Liu, Songyang Lao, Paul W. Fieguth, Yulan Guo, Xiaogang Wang, Matti Pietikäinen
2016	J	`jnl`	Multi-modal emotion analysis from facial expressions and electroencephalogram. Comput. Vis. Image Underst. Xiaohua Huang, Jukka Kortelainen, Guoying Zhao, Xiaobai Li, Antti Moilanen, Tapio Seppänen, Matti Pietikäinen
2016	J	`jnl`	Probing the Intra-Component Correlations within Fisher Vector for Material Classification. CoRR Xiaopeng Hong, Xianbiao Qi, Guoying Zhao, Matti Pietikäinen
2016	—	`conf`	RealSense = real heart rate: Illumination invariant heart rate estimation from videos. IPTA Jie Chen, Zhuoqing Chang, Qiang Qiu, Xiaobai Li, Guillermo Sapiro, Alexander M. Bronstein, Matti Pietikäinen
2016	J	`jnl`	RoLoD: Robust local descriptors for computer vision. Neurocomputing Jie Chen, Zhen Lei, Li Liu, Guoying Zhao, Matti Pietikäinen
2016	J	`jnl`	Spontaneous Facial Micro-Expression Recognition using Discriminative Spatiotemporal Local Binary Pattern with an Improved Integral Projection. CoRR Xiaohua Huang, Sujing Wang, Xin Liu, Guoying Zhao, Xiaoyi Feng, Matti Pietikäinen
2016	J	`jnl`	Spontaneous facial micro-expression analysis using Spatiotemporal Completed Local Quantized Patterns. Neurocomputing Xiaohua Huang, Guoying Zhao, Xiaopeng Hong, Wenming Zheng, Matti Pietikäinen
2016	—	`conf`	Thorax disease diagnosis using deep convolutional neural network. EMBC Jie Chen, Xianbiao Qi, Osmo Tervonen, Olli Silvén, Guoying Zhao, Matti Pietikäinen
2016	J	`jnl`	Two decades of local binary patterns: A survey. CoRR Matti Pietikäinen, Guoying Zhao
2015	B	`conf`	A Task-Driven Eye Tracking Dataset for Visual Attention Analysis. ACIVS Yingyue Xu, Xiaopeng Hong, Qiuhai He, Guoying Zhao, Matti Pietikäinen
2015	J	`jnl`	Dynamic texture and scene classification by transferring deep image features. CoRR Xianbiao Qi, Chun-Guang Li, Guoying Zhao, Xiaopeng Hong, Matti Pietikäinen
2015	—	`conf`	Face Recognition Using Smoothed High-Dimensional Representation. SCIA Juha Ylioinas, Juho Kannala, Abdenour Hadid, Matti Pietikäinen
2015	—	`conf`	Face detection and recognition for smart glasses. ISCE Constantino Álvarez Casado, Miguel Bordallo López, Jukka Holappa, Matti Pietikäinen
2015	—	`conf`	Facial Micro-Expression Recognition Using Spatiotemporal Local Binary Pattern with Integral Projection. ICCV Workshops Xiaohua Huang, Sujing Wang, Guoying Zhao, Matti Pietikäinen
2015	J	`jnl`	Globally rotation invariant multi-scale co-occurrence local binary pattern. Image Vis. Comput. Xianbiao Qi, Linlin Shen, Guoying Zhao, Qingquan Li, Matti Pietikäinen
2015	J	`jnl`	HEp-2 Cell Classification via Fusing Texture and Shape Information. CoRR Xianbiao Qi, Guoying Zhao, Chun-Guang Li, Jun Guo, Matti Pietikäinen
2015	J	`jnl`	HEp-2 Cell Classification: The Role of Gaussian Scale Space Theory as A Pre-processing Approach. CoRR Xianbiao Qi, Guoying Zhao, Jie Chen, Matti Pietikäinen
2015	J	`jnl`	LOAD: Local Orientation Adaptive Descriptor for Texture and Material Classification. CoRR Xianbiao Qi, Guoying Zhao, Linlin Shen, Qingquan Li, Matti Pietikäinen
2015	—	`ch.`	Local Image Filters. Encyclopedia of Biometrics Abdenour Hadid, Matti Pietikäinen
2015	B	`conf`	Median robust extended local binary pattern for texture classification. ICIP Li Liu, Paul W. Fieguth, Matti Pietikäinen, Songyang Lao
2015	—	`conf`	OMEG: Oulu Multi-Pose Eye Gaze Dataset. SCIA Qiuhai He, Xiaopeng Hong, Xiujuan Chai, Jukka Holappa, Guoying Zhao, Xilin Chen, Matti Pietikäinen
2015	B	`conf`	OuluVS2: A multi-view audiovisual database for non-rigid mouth motion analysis. FG Iryna Anina, Ziheng Zhou, Guoying Zhao, Matti Pietikäinen
2015	J	`jnl`	Reading Hidden Emotions: Spontaneous Micro-expression Spotting and Recognition. CoRR Xiaobai Li, Xiaopeng Hong, Antti Moilanen, Xiaohua Huang, Tomas Pfister, Guoying Zhao, Matti Pietikäinen
2015	A	`conf`	Riesz-based Volume Local Binary Pattern and A Novel Group Expression Model for Group Happiness Intensity Analysis. BMVC Xiaohua Huang, Abhinav Dhall, Guoying Zhao, Roland Goecke, Matti Pietikäinen
2015	B	`conf`	Spatiotemporal Integration of Optical Flow Vectors for Micro-expression Detection. ACIVS Devangini Patel, Guoying Zhao, Matti Pietikäinen
2015	—	`conf`	Unsupervised learning of overcomplete face descriptors. CVPR Workshops Juha Ylioinas, Juho Kannala, Abdenour Hadid, Matti Pietikäinen
2014	—	`conf`	3D Visual Speech Animation from Image Sequences. ICVGIP Utpala Musti, Slim Ouni, Ziheng Zhou, Matti Pietikäinen
2014	J	`jnl`	A Compact Representation of Visual Speech Data Using Latent Variables. IEEE Trans. Pattern Anal. Mach. Intell. Ziheng Zhou, Xiaopeng Hong, Guoying Zhao, Matti Pietikäinen
2014	J	`jnl`	A review of recent advances in visual speech decoding. Image Vis. Comput. Ziheng Zhou, Guoying Zhao, Xiaopeng Hong, Matti Pietikäinen
2014	B	`conf`	An In-depth Examination of Local Binary Descriptors in Unconstrained Face Recognition. ICPR Juha Ylioinas, Abdenour Hadid, Juho Kannala, Matti Pietikäinen
2014	J	`jnl`	Combining LBP Difference and Feature Correlation for Texture Description. IEEE Trans. Image Process. Xiaopeng Hong, Guoying Zhao, Matti Pietikäinen, Xilin Chen
2014	—	`conf`	Computer vision for face-to-face human-computer interaction. IPTA Matti Pietikäinen
2014	B	`conf`	Extended local binary pattern fusion for face recognition. ICIP Li Liu, Paul W. Fieguth, Guoying Zhao, Matti Pietikäinen
2014	—	`ch.`	Face Anti-spoofing: Visual Approach. Handbook of Biometric Anti-Spoofing André Anjos, Jukka Komulainen, Sébastien Marcel, Abdenour Hadid, Matti Pietikäinen
2014	J	`jnl`	Face liveness detection using dynamic texture. EURASIP J. Image Video Process. Tiago Freitas Pereira, Jukka Komulainen, André Anjos, José Mario De Martino, Abdenour Hadid, Matti Pietikäinen, Sébastien Marcel
2014	B	`conf`	Facial 3D Shape Estimation from Images for Visual Speech Animation. ICPR Utpala Musti, Ziheng Zhou, Matti Pietikäinen
2014	B	`conf`	Generalized textured contact lens detection by extracting BSIF description from Cartesian iris images. IJCB Jukka Komulainen, Abdenour Hadid, Matti Pietikäinen
2014	B	`conf`	Improved Spatiotemporal Local Monogenic Binary Pattern for Emotion Recognition in The Wild. ICMI Xiaohua Huang, Qiuhai He, Xiaopeng Hong, Guoying Zhao, Matti Pietikäinen
2014	J	`jnl`	Learning Discriminant Face Descriptor. IEEE Trans. Pattern Anal. Mach. Intell. Zhen Lei, Matti Pietikäinen, Stan Z. Li
2014	A	`conf`	Learning local image descriptors using binary decision trees. WACV Juha Ylioinas, Juho Kannala, Abdenour Hadid, Matti Pietikäinen
2014	—	`conf`	Local Binary Patterns to Evaluate Trabecular Bone Structure from Micro-CT Data: Application to Studies of Human Osteoarthritis. ECCV Workshops (2) Jérôme Thevenot, Jie Chen, Mikko Finnilä, Miika T. Nieminen, Petri Lehenkari, Simo Saarakkala, Matti Pietikäinen
2014	J	`jnl`	Local spatiotemporal features for dynamic texture synthesis. EURASIP J. Image Video Process. Rocio A. Lizarraga-Morales, Yimo Guo, Guoying Zhao, Matti Pietikäinen, Raúl Enrique Sánchez-Yáñez
2014	J	`jnl`	Minotaurus: A System for Affective Human-Robot Interaction in Smart Environments. Cogn. Comput. Juha Röning, Jukka Holappa, Vili Kellokumpu, Antti Tikanmäki, Matti Pietikäinen
2014	B	`conf`	Pose Estimation via Complex-Frequency Domain Analysis of Image Gradient Orientations. ICPR Xiaopeng Hong, Guoying Zhao, Matti Pietikäinen
2014	A*	`conf`	Remote Heart Rate Measurement from Face Videos under Realistic Situations. CVPR Xiaobai Li, Jie Chen, Guoying Zhao, Matti Pietikäinen
2014	B	`conf`	Robust Facial Expression Recognition Using Revised Canonical Correlation. ICPR Xiaohua Huang, Guoying Zhao, Matti Pietikäinen, Wenming Zheng
2014	B	`conf`	Spotting Rapid Facial Movements from Videos Using Appearance-Based Feature Difference Analysis. ICPR Antti Moilanen, Guoying Zhao, Matti Pietikäinen
2014	—	`ch.`	Texture Recognition. Computer Vision, A Reference Guide Matti Pietikäinen
2013	B	`conf`	A Spontaneous Micro-expression Database: Inducement, collection and baseline. FG Xiaobai Li, Tomas Pfister, Xiaohua Huang, Guoying Zhao, Matti Pietikäinen
2013	—	`conf`	Age Estimation Using Local Binary Pattern Kernel Density Estimate. ICIAP (1) Juha Ylioinas, Abdenour Hadid, Xiaopeng Hong, Matti Pietikäinen
2013	J	`jnl`	Automatic Dynamic Texture Segmentation Using Local Descriptors and Optical Flow. IEEE Trans. Image Process. Jie Chen, Guoying Zhao, Mikko Salo, Esa Rahtu, Matti Pietikäinen
2013	—	`conf`	CS-3DLBP and geometry based person independent 3D facial action unit detection. ICB Neslihan Bayramoglu, Guoying Zhao, Matti Pietikäinen
2013	—	`conf`	Complementary countermeasures for detecting scenic face spoofing attacks. ICB Jukka Komulainen, Abdenour Hadid, Matti Pietikäinen, André Anjos, Sébastien Marcel
2013	—	`conf`	Constructing Local Binary Pattern Statistics by Soft Voting. SCIA Juha Ylioinas, Xiaopeng Hong, Matti Pietikäinen
2013	—	`conf`	Context based face anti-spoofing. BTAS Jukka Komulainen, Abdenour Hadid, Matti Pietikäinen
2013	J	`jnl`	Demographic classification from face videos using manifold learning. Neurocomputing Abdenour Hadid, Matti Pietikäinen
2013	A	`conf`	Emotion recognition from facial images with arbitrary views. BMVC Xiaohua Huang, Guoying Zhao, Matti Pietikäinen
2013	B	`conf`	Encoding Local Binary Patterns using the re-parametrization of the second order Gaussian jet. FG John A. Ruiz-Hernandez, Matti Pietikäinen
2013	—	`ch.`	Histogram-Tensorial Gaussian Representations and its Applications to Facial Analysis. Local Binary Patterns John A. Ruiz-Hernandez, James L. Crowley, Augustin Lux, Matti Pietikäinen
2013	—	`conf`	Incorporating Texture Intensity Information into LBP-Based Operators. SCIA Mohammad Ghahramani, Guoying Zhao, Matti Pietikäinen
2013	—	`ch.`	Local Configuration Features and Discriminative Learnt Features for Texture Description. Local Binary Patterns Yimo Guo, Guoying Zhao, Matti Pietikäinen
2013	J	`jnl`	Machine learning in motion analysis: New advances. Image Vis. Comput. Matti Pietikäinen, Matthew Turk, Liang Wang, Guoying Zhao, Li Cheng
2013	J	`jnl`	Multiscale Local Phase Quantization for Robust Component-Based Face Recognition Using Kernel Fusion of Multiple Descriptors. IEEE Trans. Pattern Anal. Mach. Intell. Chi-Ho Chan, Muhammad Atif Tahir, Josef Kittler, Matti Pietikäinen
2013	A	`conf`	RLBP: Robust Local Binary Pattern. BMVC Jie Chen, Vili Kellokumpu, Guoying Zhao, Matti Pietikäinen
2013	—	`conf`	Texture Description with Completed Local Quantized Patterns. SCIA Xiaohua Huang, Guoying Zhao, Xiaopeng Hong, Matti Pietikäinen, Wenming Zheng
2013	J	`jnl`	Video Texture Synthesis With Multi-Frame LBP-TOP and Diffeomorphic Growth Model. IEEE Trans. Image Process. Yimo Guo, Guoying Zhao, Ziheng Zhou, Matti Pietikäinen
2013	—	`conf`	Visual Speaker Identification with Spatiotemporal Directional Features. ICIAR Guoying Zhao, Matti Pietikäinen
2012	B	`conf`	Age Classification in Unconstrained Conditions Using LBP Variants. ICPR Juha Ylioinas, Abdenour Hadid, Matti Pietikäinen
2012	J	`jnl`	An Image-Based Visual Speech Animation System. IEEE Trans. Circuits Syst. Video Technol. Ziheng Zhou, Guoying Zhao, Yimo Guo, Matti Pietikäinen
2012	—	`conf`	Bi-Modal Person Recognition on a Mobile Phone: Using Mobile Phone Data. ICME Workshops Christopher McCool, Sébastien Marcel, Abdenour Hadid, Matti Pietikäinen, Pavel Matejka, Jan Cernocký, Norman Poh, Josef Kittler, Anthony Larcher, Christophe Lévy, Driss Matrouf, Jean-François Bonastre, Philip A. Tresadern, Timothy F. Cootes
2012	B	`conf`	CMV100: A dataset for people tracking and re-identification in sparse camera networks. ICPR Valtteri Takala, Matti Pietikäinen
2012	B	`conf`	Can gait biometrics be Spoofed? ICPR Abdenour Hadid, Mohammad Ghahramani, Vili Kellokumpu, Matti Pietikäinen, John D. Bustard, Mark S. Nixon
2012	—	`conf`	Combining Textural and Geometrical Descriptors for Scene Recognition. ECCV Workshops (2) Neslihan Bayramoglu, Janne Heikkilä, Matti Pietikäinen
2012	B	`conf`	Combining local and global correlation for texture description. ICPR Xiaopeng Hong, Guoying Zhao, Matti Pietikäinen, Xilin Chen
2012	J	`jnl`	Discriminative features for texture description. Pattern Recognit. Yimo Guo, Guoying Zhao, Matti Pietikäinen
2012	—	`conf`	Dynamic Facial Expression Recognition Using Longitudinal Facial Expression Atlases. ECCV (2) Yimo Guo, Guoying Zhao, Matti Pietikäinen
2012	—	`conf`	Dynamic Texture Synthesis in Space with a Spatio-temporal Descriptor. ACCV Workshops (1) Rocio A. Lizarraga-Morales, Yimo Guo, Guoying Zhao, Matti Pietikäinen
2012	—	`conf`	Efficient Image Appearance Description Using Dense Sampling Based Local Binary Patterns. ACCV (3) Juha Ylioinas, Abdenour Hadid, Yimo Guo, Matti Pietikäinen
2012	—	`conf`	Face Spoofing Detection Using Dynamic Texture. ACCV Workshops (1) Jukka Komulainen, Abdenour Hadid, Matti Pietikäinen
2012	J	`jnl`	Face spoofing detection from single images using texture and local shape analysis. IET Biom. Jukka Määttä, Abdenour Hadid, Matti Pietikäinen
2012	—	`conf`	Multimodal emotion recognition by combining physiological signals and facial expressions: A preliminary study. EMBC Jukka Kortelainen, Suvi Tiinanen, Xiaohua Huang, Xiaobai Li, Seppo J. Laukka, Matti Pietikäinen, Tapio Seppänen
2012	—	`conf`	Robust and Computationally Efficient Face Detection Using Gaussian Derivative Features of Higher Orders. ECCV Workshops (3) John A. Ruiz-Hernandez, James L. Crowley, Claudine Combe, Augustin Lux, Matti Pietikäinen
2012	J	`jnl`	Rotation-Invariant Image and Video Description With Local Binary Pattern Features. IEEE Trans. Image Process. Guoying Zhao, Timo Ahonen, Jiri Matas, Matti Pietikäinen
2012	J	`jnl`	Spatiotemporal Local Monogenic Binary Patterns for Facial Expression Recognition. IEEE Signal Process. Lett. Xiaohua Huang, Guoying Zhao, Wenming Zheng, Matti Pietikäinen
2012	J	`jnl`	Towards a dynamic expression recognition system under facial occlusion. Pattern Recognit. Lett. Xiaohua Huang, Guoying Zhao, Wenming Zheng, Matti Pietikäinen
2012	B	`conf`	Unsupervised dynamic texture segmentation using local descriptors in volumes. ICPR Jie Chen, Guoying Zhao, Matti Pietikäinen
2011	—	`conf`	Combining Contrast Information and Local Binary Patterns for Gender Classification. SCIA Juha Ylioinas, Abdenour Hadid, Matti Pietikäinen
2011	—	`conf`	Combining sparse and dense descriptors with temporal semantic structures for robust human action recognition. ICCV Workshops Jie Chen, Guoying Zhao, Vili-Petteri Kellokumpu, Matti Pietikäinen
2011	B	`conf`	Competition on counter measures to 2-D facial spoofing attacks. IJCB Murali Mohan Chakka, André Anjos, Sébastien Marcel, Roberto Tronci, Daniele Muntoni, Gianluca Fadda, Maurizio Pili, Nicola Sirena, Gabriele Murgia, Marco Ristori, Fabio Roli, Junjie Yan, Dong Yi, Zhen Lei, Zhiwei Zhang, Stan Z. Li, William Robson Schwartz, Anderson Rocha, Hélio Pedrini, Javier Lorenzo-Navarro, Modesto Castrillón Santana, Jukka Määttä, Abdenour Hadid, Matti Pietikäinen
2011	—	`book`	Computer Vision Using Local Binary Patterns Matti Pietikäinen, Abdenour Hadid, Guoying Zhao, Timo Ahonen
2011	—	`conf`	Differentiating spontaneous from posed facial expressions within a generic facial expression recognition framework. ICCV Workshops Tomas Pfister, Xiaobai Li, Guoying Zhao, Matti Pietikäinen
2011	—	`conf`	Expression Recognition in Videos Using a Weighted Component-Based Feature Descriptor. SCIA Xiaohua Huang, Guoying Zhao, Matti Pietikäinen, Wenming Zheng
2011	J	`jnl`	Face Recognition by Exploring Information Jointly in Space, Scale and Orientation. IEEE Trans. Image Process. Zhen Lei, Shengcai Liao, Matti Pietikäinen, Stan Z. Li
2011	B	`conf`	Face spoofing detection from single images using micro-texture analysis. IJCB Jukka Määttä, Abdenour Hadid, Matti Pietikäinen
2011	J	`jnl`	Facial expression recognition from near-infrared videos. Image Vis. Comput. Guoying Zhao, Xiaohua Huang, Matti Taini, Stan Z. Li, Matti Pietikäinen
2011	—	`ch.`	Local Representation of Facial Features. Handbook of Face Recognition Joni-Kristian Kämäräinen, Abdenour Hadid, Matti Pietikäinen
2011	B	`conf`	Local frequency descriptor for low-resolution face recognition. FG Zhen Lei, Timo Ahonen, Matti Pietikäinen, Stan Z. Li
2011	J	`jnl`	On the use of dynamic features in face biometrics: recent advances and challenges. Signal Image Video Process. Abdenour Hadid, Jean-Luc Dugelay, Matti Pietikäinen
2011	A*	`conf`	Recognising spontaneous facial micro-expressions. ICCV Tomas Pfister, Xiaobai Li, Guoying Zhao, Matti Pietikäinen
2011	J	`jnl`	Recognition of human actions using texture descriptors. Mach. Vis. Appl. Vili Kellokumpu, Guoying Zhao, Matti Pietikäinen
2011	—	`ch.`	Skin Color in Face Analysis. Handbook of Face Recognition Birgitta Martinkauppi, Abdenour Hadid, Matti Pietikäinen
2011	A	`conf`	Texture Classification using a Linear Configuration Model based Descriptor. BMVC Yimo Guo, Guoying Zhao, Matti Pietikäinen
2011	A*	`conf`	Towards a practical lipreading system. CVPR Ziheng Zhou, Guoying Zhao, Matti Pietikäinen
2010	B	`conf`	Boosting Clusters of Samples for Sequence Matching in Camera Networks. ICPR Valtteri Takala, Yinghao Cai, Matti Pietikäinen
2010	—	`conf`	Combining dynamic texture and structural features for speaker identification. MiFor@MM Guoying Zhao, Xiaohua Huang, Yulia Gizatdinova, Matti Pietikäinen
2010	—	`conf`	Descriptor Learning Based on Fisher Separation Criterion for Texture Classification. ACCV (3) Yimo Guo, Guoying Zhao, Matti Pietikäinen, Zhengguang Xu
2010	—	`conf`	Dynamic Facial Expression Recognition Using Boosted Component-Based Spatiotemporal Features and Multi-classifier Fusion. ACIVS (2) Xiaohua Huang, Guoying Zhao, Matti Pietikäinen, Wenming Zheng
2010	—	`conf`	Dynamic textures for human movement recognition. CIVR Vili Kellokumpu, Guoying Zhao, Matti Pietikäinen
2010	B	`conf`	Lipreading: A Graph Embedding Approach. ICPR Ziheng Zhou, Guoying Zhao, Matti Pietikäinen
2010	J	`jnl`	Local Binary Patterns. Scholarpedia Matti Pietikäinen
2010	B	`conf`	Matching Groups of People by Covariance Descriptor. ICPR Yinghao Cai, Valtteri Takala, Matti Pietikäinen
2010	A*	`conf`	Modeling pixel process with scale invariant local patterns for background subtraction in complex scenes. CVPR Shengcai Liao, Guoying Zhao, Vili Kellokumpu, Matti Pietikäinen, Stan Z. Li
2010	—	`conf`	Person Re-identification Based on Global Color Context. ACCV Workshops (1) Yinghao Cai, Matti Pietikäinen
2010	B	`conf`	Recovering the Topology of Multiple Cameras by Finding Continuous Paths in a Trellis. ICPR Yinghao Cai, Kaiqi Huang, Tieniu Tan, Matti Pietikäinen
2010	—	`conf`	Spatial-Temporal Granularity-Tunable Gradients Partition (STGGP) Descriptors for Human Detection. ECCV (1) Yazhou Liu, Shiguang Shan, Xilin Chen, Janne Heikkilä, Wen Gao, Matti Pietikäinen
2010	—	`conf`	Synthesizing a talking mouth. ICVGIP Ziheng Zhou, Guoying Zhao, Matti Pietikäinen
2010	J	`jnl`	WLD: A Robust Local Image Descriptor. IEEE Trans. Pattern Anal. Mach. Intell. Jie Chen, Shiguang Shan, Chu He, Guoying Zhao, Matti Pietikäinen, Xilin Chen, Wen Gao
2009	—	`conf`	(Multiscale) Local Phase Quantisation histogram discriminant analysis with score normalisation for robust face recognition. ICCV Workshops Chi-Ho Chan, Josef Kittler, Norman Poh, Timo Ahonen, Matti Pietikäinen
2009	C	`conf`	A New Gabor Phase Difference Pattern for Face and Ear Recognition. CAIP Yimo Guo, Guoying Zhao, Jie Chen, Matti Pietikäinen, Zhengguang Xu
2009	—	`conf`	An improved local descriptor and threshold learning for unsupervised dynamic texture segmentation. ICCV Workshops Jie Chen, Guoying Zhao, Matti Pietikäinen
2009	J	`jnl`	Boosted multi-resolution spatiotemporal descriptors for facial expression recognition. Pattern Recognit. Lett. Guoying Zhao, Matti Pietikäinen
2009	J	`jnl`	Combining appearance and motion for face and gender recognition from videos. Pattern Recognit. Abdenour Hadid, Matti Pietikäinen
2009	J	`jnl`	Description of interest regions with local binary patterns. Pattern Recognit. Marko Heikkilä, Matti Pietikäinen, Cordelia Schmid
2009	—	`conf`	Dynamic Texture Based Gait Recognition. ICB Vili Kellokumpu, Guoying Zhao, Stan Z. Li, Matti Pietikäinen
2009	B	`conf`	Dynamic texture synthesis using a spatial temporal descriptor. ICIP Yimo Guo, Guoying Zhao, Jie Chen, Matti Pietikäinen, Zhengguang Xu
2009	J	`jnl`	Image description using joint distribution of filter bank responses. Pattern Recognit. Lett. Timo Ahonen, Matti Pietikäinen
2009	A*	`conf`	Learning mappings for face synthesis from near infrared to visual light images. CVPR Jie Chen, Dong Yi, Jimei Yang, Guoying Zhao, Stan Z. Li, Matti Pietikäinen
2009	J	`jnl`	Lipreading With Local Spatiotemporal Descriptors. IEEE Trans. Multim. Guoying Zhao, Mark Barnard, Matti Pietikäinen
2009	—	`ch.`	Local Image Filters. Encyclopedia of Biometrics Abdenour Hadid, Matti Pietikäinen
2009	—	`conf`	Manifold Learning for Gender Classification from Face Sequences. ICB Abdenour Hadid, Matti Pietikäinen
2009	—	`conf`	Manifold Learning for Video-to-Video Face Recognition. COST 2101/2102 Conference Abdenour Hadid, Matti Pietikäinen
2009	—	`conf`	Multi-band Gradient Component Pattern (MGCP): A New Statistical Feature for Face Recognition. SCIA Yimo Guo, Jie Chen, Guoying Zhao, Matti Pietikäinen, Zhengguang Xu
2009	—	`conf`	Pixelwise Local Binary Pattern Models of Faces Using Kernel Density Estimation. ICB Timo Ahonen, Matti Pietikäinen
2009	—	`conf`	Rotation Invariant Image Description with Local Binary Pattern Histogram Fourier Features. SCIA Timo Ahonen, Jiri Matas, Chu He, Matti Pietikäinen
2009	—	`conf`	Weight-Based Facial Expression Recognition from Near-Infrared Video Sequences. SCIA Matti Taini, Guoying Zhao, Matti Pietikäinen
2008	B	`conf`	A Bayesian Local Binary Pattern texture descriptor. ICPR Chu He, Timo Ahonen, Matti Pietikäinen
2008	—	`conf`	A Feature Guided Particle Filter for Robust Handtracking. VISAPP (2) Matti-Antero Okkonen, Janne Heikkilä, Matti Pietikäinen
2008	—	`conf`	A Framework for Analyzing Texture Descriptors. VISAPP (1) Timo Ahonen, Matti Pietikäinen
2008	A*	`conf`	A robust descriptor based on Weber's Law. CVPR Jie Chen, Shiguang Shan, Guoying Zhao, Xilin Chen, Wen Gao, Matti Pietikäinen
2008	B	`conf`	Combining motion and appearance for gender classification from video sequences. ICPR Abdenour Hadid, Matti Pietikäinen
2008	B	`conf`	Facial expression recognition from near-infrared video sequences. ICPR Matti Taini, Guoying Zhao, Stan Z. Li, Matti Pietikäinen
2008	B	`conf`	Gabor volume based local binary pattern for face representation and recognition. FG Zhen Lei, Shengcai Liao, Ran He, Matti Pietikäinen, Stan Z. Li
2008	A	`conf`	Human Activity Recognition Using a Dynamic Texture Based Method. BMVC Vili Kellokumpu, Guoying Zhao, Matti Pietikäinen
2008	—	`conf`	Principal appearance and motion from boosted spatiotemporal descriptors. CVPR Workshops Guoying Zhao, Matti Pietikäinen
2008	—	`conf`	Texture Based Description of Movements for Activity Analysis. VISAPP (2) Vili Kellokumpu, Guoying Zhao, Matti Pietikäinen
2008	B	`conf`	Unsupervised dynamic texture segmentation using local spatiotemporal descriptors. ICPR Jie Chen, Guoying Zhao, Matti Pietikäinen
2007	—	`conf`	A Visual System for Hand Gesture Recognition in Human-Computer Interaction. SCIA Matti-Antero Okkonen, Vili Kellokumpu, Matti Pietikäinen, Janne Heikkilä
2007	J	`jnl`	Dynamic Texture Recognition Using Local Binary Patterns with an Application to Facial Expressions. IEEE Trans. Pattern Anal. Mach. Intell. Guoying Zhao, Matti Pietikäinen
2007	A	`conf`	Experiments with Facial Expression Recognition using Spatiotemporal Local Binary Patterns. ICME Guoying Zhao, Matti Pietikäinen
2007	—	`conf`	Face and Eye Detection for Person Authentication in Mobile Phones. ICDSC Abdenour Hadid, Jarkko Y. Heikkilä, Olli Silvén, Matti Pietikäinen
2007	Misc	`conf`	Improving Rotation Invariance of the Volume Local Binary Pattern Operator. MVA Guoying Zhao, Matti Pietikäinen
2007	—	`conf`	Learning Personal Specific Facial Dynamics for Face Recognition from Videos. AMFG Abdenour Hadid, Matti Pietikäinen, Stan Z. Li
2007	—	`conf`	Local spatiotemporal descriptors for visual recognition of spoken phrases. HCM@MM Guoying Zhao, Matti Pietikäinen, Abdenour Hadid
2007	A*	`conf`	Multi-Object Tracking Using Color, Texture and Motion. CVPR Valtteri Takala, Matti Pietikäinen
2006	—	`conf`	3D Gait Recognition Using Multiple Cameras. FGR Guoying Zhao, Guoyi Liu, Hua Li, Matti Pietikäinen
2006	—	`conf`	A Hybrid Approach to Face Detection under Unconstrained Environments. ICPR (1) Abdenour Hadid, Matti Pietikäinen
2006	J	`jnl`	A Texture-Based Method for Modeling the Background and Detecting Moving Objects. IEEE Trans. Pattern Anal. Mach. Intell. Marko Heikkilä, Matti Pietikäinen
2006	A	`conf`	Contextual Analysis of Textured Scene Images. BMVC Markus Turtinen, Matti Pietikäinen
2006	—	`conf`	Description of Interest Regions with Center-Symmetric Local Binary Patterns. ICVGIP Marko Heikkilä, Matti Pietikäinen, Cordelia Schmid
2006	—	`conf`	Dynamic Texture Recognition Using Volume Local Binary Patterns. WDV Guoying Zhao, Matti Pietikäinen
2006	—	`conf`	Eyes Location Using a Neural Network. ISNN (2) Xiaoyi Feng, Li-ping Yang, Zhi Dang, Matti Pietikäinen
2006	J	`jnl`	Face Description with Local Binary Patterns: Application to Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Timo Ahonen, Abdenour Hadid, Matti Pietikäinen
2006	J	`jnl`	Fast and Accurate Ground Truth Generation for Skew-Tolerance Evaluation of Page Segmentation Algorithms. EURASIP J. Adv. Signal Process. Oleg Okun, Matti Pietikäinen
2006	—	`conf`	Gait Recognition Using Fractal Scale and Wavelet Moments. ICPR (4) Guoying Zhao, Li Cui, Hua Li, Matti Pietikäinen
2006	—	`conf`	Local Binary Pattern Descriptors for Dynamic Texture Recognition. ICPR (2) Guoying Zhao, Matti Pietikäinen
2006	J	`jnl`	Visual Characterization of Paper Using Isomap and Local Binary Patterns. IEICE Trans. Inf. Syst. Markus Turtinen, Matti Pietikäinen, Olli Silvén
2005	B	`conf`	A Novel Real Time System for Facial Expression Recognition. ACII Xiaoyi Feng, Matti Pietikäinen, Abdenour Hadid, Hongmei Xie
2005	—	`conf`	An image mosaicing module for wide-area surveillance. VSSN@MM Marko Heikkilä, Matti Pietikäinen
2005	—	`conf`	Block-Based Methods for Image Retrieval Using Local Binary Patterns. SCIA Valtteri Takala, Timo Ahonen, Matti Pietikäinen
2005	J	`jnl`	Comparison of skin color detection and tracking methods under varying illumination. J. Electronic Imaging Birgitta Martinkauppi, Maricor Soriano, Matti Pietikäinen
2005	J	`jnl`	Eyes Detection and Tracking Based on Face Segmentation. Res. Comput. Sci. Abdenour Hadid, Matti Pietikäinen, Xiaoyi Feng, Zhi Dang
2005	Misc	`conf`	Human Activity Recognition Using Sequences of Postures. MVA Vili Kellokumpu, Matti Pietikäinen, Janne Heikkilä
2005	—	`conf`	Image Analysis with Local Binary Patterns. SCIA Matti Pietikäinen
2005	—	`conf`	Incremental Locally Linear Embedding Algorithm. SCIA Olga Kouropteva, Oleg Okun, Matti Pietikäinen
2005	J	`jnl`	Incremental locally linear embedding. Pattern Recognit. Olga Kouropteva, Oleg Okun, Matti Pietikäinen
2005	—	`conf`	Real Time Facial Expression Recognition Using Local Binary Patterns and Linear Programming. MICAI Xiaoyi Feng, Jie Cui, Matti Pietikäinen, Abdenour Hadid
2005	—	`conf`	Texture Features in Facial Image Analysis. IWBRS Matti Pietikäinen, Abdenour Hadid
2005	Misc	`conf`	Visual Characterization of Paper Using Isomap and Local Binary Patterns. MVA Markus Turtinen, Matti Pietikäinen, Olli Silvén
2004	—	`conf`	A Coarse-to-Fine Classification Scheme for Facial Expression Recognition. ICIAR (2) Xiaoyi Feng, Abdenour Hadid, Matti Pietikäinen
2004	—	`conf`	A Discriminative Feature Space for Detecting and Recognizing Faces. CVPR (2) Abdenour Hadid, Matti Pietikäinen, Timo Ahonen
2004	A	`conf`	A Texture-based Method for Detecting Moving Objects. BMVC Marko Heikkilä, Matti Pietikäinen, Janne Heikkilä
2004	J	`jnl`	Classification with color and texture: jointly or separately? Pattern Recognit. Topi Mäenpää, Matti Pietikäinen
2004	—	`conf`	Face Recognition Based on the Appearance of Local Regions. ICPR (3) Timo Ahonen, Matti Pietikäinen, Abdenour Hadid, Topi Mäenpää
2004	—	`conf`	Face Recognition with Local Binary Patterns. ECCV (1) Timo Ahonen, Abdenour Hadid, Matti Pietikäinen
2004	—	`conf`	From Still Image to Video-Based Face Recognition: An Experimental Analysis. FGR Abdenour Hadid, Matti Pietikäinen
2004	—	`conf`	Selecting Models from Videos for Appearance-Based Face Recognition. ICPR (1) Abdenour Hadid, Matti Pietikäinen
2004	J	`jnl`	View-based recognition of real-world textures. Pattern Recognit. Matti Pietikäinen, Tomi Nurmela, Topi Mäenpää, Markus Turtinen
2003	B	`conf`	Classification of handwritten digits using supervised locally linear embedding algorithm and support vector machine. ESANN Olga Kouropteva, Oleg Okun, Matti Pietikäinen
2003	Misc	`conf`	Detection of skin color under changing illumination: a comparative study. ICIAP Matti Pietikäinen
2003	—	`conf`	Efficient Locally Linear Embeddings of Imperfect Manifolds. MLDM Abdenour Hadid, Matti Pietikäinen
2003	—	`conf`	Multi-scale Binary Patterns for Texture Analysis. SCIA Topi Mäenpää, Matti Pietikäinen
2003	J	`jnl`	Optimising Colour and Texture Features for Real-time Visual Inspection. Pattern Anal. Appl. Topi Mäenpää, Jaakko Viertola, Matti Pietikäinen
2003	J	`jnl`	Real-time surface inspection by texture. Real Time Imaging Topi Mäenpää, Markus Turtinen, Matti Pietikäinen
2003	Misc	`conf`	Supervised Locally Linear Embedding Algorithm for Pattern Recognition. IbPRIA Olga Kouropteva, Oleg Okun, Matti Pietikäinen
2003	C	`conf`	Supervised Locally Linear Embedding. ICANN Dick de Ridder, Olga Kouropteva, Oleg Okun, Matti Pietikäinen, Robert P. W. Duin
2003	—	`conf`	Texture Classification by Combining Local Binary Pattern Features and a Self-Organizing Map. SCIA Markus Turtinen, Topi Mäenpää, Matti Pietikäinen
2003	Misc	`conf`	View-based recognition of 3D-textured surfaces. ICIAP Matti Pietikäinen, Tomi Nurmela, Topi Mäenpää, Markus Turtinen
2002	—	`conf`	Color-Based Face Detection Using Skin Locus Model and Hierarchical Filtering. ICPR (4) Abdenour Hadid, Matti Pietikäinen, Birgitta Martinkauppi
2002	J	`jnl`	Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns. IEEE Trans. Pattern Anal. Mach. Intell. Timo Ojala, Matti Pietikäinen, Topi Mäenpää
2002	—	`conf`	Outex- New Framework for Empirical Evaluation of Texture Analysis Algorithms. ICPR (1) Timo Ojala, Topi Mäenpää, Matti Pietikäinen, Jaakko Viertola, Juha Kyllönen, Sami Huovinen
2002	—	`conf`	Robust Text Detection from Binarized Document Images. ICPR (3) Oleg Okun, Yu Yan, Matti Pietikäinen
2002	—	`conf`	Selection of the Optimal Parameter value for the Locally Linear Embedding Algorithm. FSKD Olga Kouropteva, Oleg Okun, Matti Pietikäinen
2002	—	`conf`	Separating Color and Pattern Information for Color Texture Discrimination. ICPR (1) Topi Mäenpää, Matti Pietikäinen, Jaakko Viertola
2002	—	`conf`	Unsupervised Learning Using Locally Linear Embedding: Experiments with Face Pose Analysis. ICPR (1) Abdenour Hadid, Olga Kouropteva, Matti Pietikäinen
2001	—	`conf`	A Generalized Local Binary Pattern Operator for Multiresolution Gray Scale and Rotation Invariant Texture Classification. ICAPR Timo Ojala, Matti Pietikäinen, Topi Mäenpää
2001	A	`conf`	Edge-Based Method for Text Detection from Complex Document Images. ICDAR Matti Pietikäinen, Oleg Okun
2001	—	`conf`	Experimental tool for generating ground truths for skewed page images. Document Recognition and Retrieval Oleg Okun, Ari Vesanen, Matti Pietikäinen
2001	J	`jnl`	Texture discrimination with multidimensional distributions of signed gray-level differences. Pattern Recognit. Timo Ojala, Kimmo Valkealahti, Erkki Oja, Matti Pietikäinen
2000	J	`jnl`	Adaptive document image binarization. Pattern Recognit. Jaakko J. Sauvola, Matti Pietikäinen
2000	B	`conf`	Automatic Ground-Truth Generation for Skew-Tolerance Evaluation of Document Layout Analysis Methods. ICPR Oleg Okun, Matti Pietikäinen
2000	—	`conf`	Gray Scale and Rotation Invariant Texture Classification with Local Binary Patterns. ECCV (1) Timo Ojala, Matti Pietikäinen, Topi Mäenpää
2000	J	`jnl`	Physics-based face database for color research. J. Electronic Imaging Elzbieta Marszalec, Birgitta Martinkauppi, Maricor Soriano, Matti Pietikäinen
2000	B	`conf`	Robust Texture Classification by Subsets of Local Binary Patterns. ICPR Topi Mäenpää, Timo Ojala, Matti Pietikäinen, Maricor Soriano
2000	J	`jnl`	Rotation-invariant texture classification using feature distributions. Pattern Recognit. Matti Pietikäinen, Timo Ojala, Zelin Xu
2000	B	`conf`	Texture Classification by Multi-Predicate Local Binary Pattern Operators. ICPR Topi Mäenpää, Matti Pietikäinen, Timo Ojala
2000	Misc	`conf`	Visual Inspection of Parquet Slabs by Combining Color and Texture. MVA Juha Kyllönen, Matti Pietikäinen
1999	J	`jnl`	Document skew estimation without angle range restriction. Int. J. Document Anal. Recognit. Oleg Okun, Matti Pietikäinen, Jaakko J. Sauvola
1999	A	`conf`	Robust Skew Estimation on Low-Resolution Document Images. ICDAR Oleg Okun, Matti Pietikäinen, Jaakko J. Sauvola
1999	J	`jnl`	Unsupervised texture segmentation using feature distributions. Pattern Recognit. Timo Ojala, Matti Pietikäinen
1998	—	`conf`	Benchmarking system for document analysis algorithms. Document Recognition Sami Nieminen, Jaakko J. Sauvola, Tapio Seppänen, Matti Pietikäinen
1998	B	`conf`	Nonparametric multichannel texture description with simple spatial operators. ICPR Timo Ojala, Matti Pietikäinen
1997	A	`conf`	A distributed management system for testing document image analysis algorithms. ICDAR Jaakko J. Sauvola, Sami Haapakoski, Hannu Kauniskangas, Tapio Seppänen, Matti Pietikäinen, David S. Doermann
1997	A	`conf`	Adaptive Document Binarization. ICDAR Jaakko J. Sauvola, Tapio Seppänen, Sami Haapakoski, Matti Pietikäinen
1997	—	`conf`	Graphical Tools and Techniques for Querying Document Image Databases. BSDIA Jaakko J. Sauvola, Hannu Kauniskangas, David S. Doermann, Christian K. Shin, M. Koivusaari, Matti Pietikäinen
1997	—	`conf`	Locally adaptive document skew detection. Document Recognition Jaakko J. Sauvola, David S. Doermann, Matti Pietikäinen
1997	—	`conf`	Techniques for the Automated Testing of Document Analysis Algorithms. BSDIA Jaakko J. Sauvola, Hannu Kauniskangas, David S. Doermann, Matti Pietikäinen
1997	—	`conf`	Unsupervised Texture Segmentation Using Feature Distributions. ICIAP (1) Timo Ojala, Matti Pietikäinen
1996	J	`jnl`	A comparative study of texture measures with classification based on featured distributions. Pattern Recognit. Timo Ojala, Matti Pietikäinen, David Harwood
1996	B	`conf`	A document management interface utilizing page decomposition and content-based compression. ICPR Jaakko J. Sauvola, Matti Pietikäinen
1996	B	`conf`	Accurate color discrimination with classification based on feature distributions. ICPR Matti Pietikäinen, Sami Nieminen, Elzbieta Marszalec, Timo Ojala
1996	J	`jnl`	Determining Composition of Grain Mixtures by Texture Classification Based on Feature Distributions. Int. J. Pattern Recognit. Artif. Intell. Timo Ojala, Matti Pietikäinen, Jarkko Nisula
1996	J	`jnl`	Some Aspects of RGB Vision and Its Applications in Industry. Int. J. Pattern Recognit. Artif. Intell. Elzbieta Marsylaec, Matti Pietikäinen
1996	B	`conf`	The Development of a General Framework for Intelligent Document Image Retrieval. DAS David S. Doermann, Jaakko J. Sauvola, Hannu Kauniskangas, Christian K. Shin, Matti Pietikäinen, Azriel Rosenfeld
1995	J	`jnl`	An Experimental Comparison of Autoregressive and Fourier-Based Descriptors in 2D Shape Classification. IEEE Trans. Pattern Anal. Mach. Intell. Hannu Kauppinen, Tapio Seppänen, Matti Pietikäinen
1995	A	`conf`	Page segmentation and classification using fast feature extraction and connectivity analysis. ICDAR Jaakko J. Sauvola, Matti Pietikäinen
1995	J	`jnl`	Texture classification by center-symmetric auto-correlation, using Kullback discrimination of distributions. Pattern Recognit. Lett. David Harwood, Timo Ojala, Matti Pietikäinen, Shalom Kelman, Larry S. Davis
1994	Misc	`conf`	A System for Recognizing Forms and Characters on Cylindrical Objects. MVA Tapio Seppänen, Pasi Hyttinen, Matti Pietikäinen, Hannu Hahtala, Jukka Rajala
1994	—	`conf`	Online color camera calibration. ICPR (1) Elzbieta Marszalec, Matti Pietikäinen
1994	—	`conf`	Performance evaluation of texture measures with classification based on Kullback discrimination of distributions. ICPR (1) Timo Ojala, Matti Pietikäinen, David Harwood
1992	—	`conf`	Edge-based texture measures for surface inspection. ICPR (2) Timo Ojala, Matti Pietikäinen, Olli Silvén
1992	—	`conf`	Evaluating quality of surface description using robust methods. ICPR (3) Visa Koivunen, Matti Pietikäinen
1990	A	`conf`	A 3-D scene interpreter for indoor navigation. IROS Juha Röning, Tapio Taipale, Matti Pietikäinen
1990	—	`conf`	A hybrid computer architecture for machine vision. ICPR (2) Matti Pietikäinen, Tapio Seppänen, Pertti Alapuranen
1990	J	`jnl`	Automated visual inspection of rolled metal surfaces. Mach. Vis. Appl. Timo Piironen, Olli Silvén, Matti Pietikäinen, Toni Laitinen, Esko Strömmer
1990	—	`conf`	Color segmentation by hierarchical connected components analysis with image enhancement by symmetric neighborhood filters. ICPR (1) Tapani Westman, David Harwood, Toni Laitinen, Matti Pietikäinen
1988	Misc	`conf`	An Automated System For Metal Strip Inspection. MVA Timo Piironen, Olli Silvén, Toni Laitinen, Esko Strömmer, Matti Pietikäinen
1987	A*	`conf`	Ferguson patch based method for representation of 3-D scenes. ICRA Heikki Ailisto, Matti Pietikäinen
1986	C	`conf`	A Computer-Controlled Test Vehicle for Robot Vision. IAS Juha Röning, Mikko Lindholm, Matti Pietikäinen
1983	J	`jnl`	Experiments with texture classification using averages of local pattern matches. IEEE Trans. Syst. Man Cybern. Matti Pietikäinen, Azriel Rosenfeld, Larry S. Davis
1983	J	`jnl`	Multispectral image smoothing guided by global distribution of pixel values. IEEE Trans. Syst. Man Cybern. Leslie J. Kitchen, Matti Pietikäinen, Azriel Rosenfeld, Cheng-Ye Wang
1982	J	`jnl`	Split-and-link algorithms for image segmentation. Pattern Recognit. Matti Pietikäinen, Azriel Rosenfeld, Ingrid Walter