Matti Pietikäinen

ORCID

Publication Activity (10 Years)

Years Active: 1982-2024
Publications (10 Years): 93

Top Venues

CoRR

Neurocomputing

ICPR

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Li Liu, Timothy M. Hospedales, Yann LeCun, Mingsheng Long, Jiebo Luo, Wanli Ouyang, Matti Pietikäinen, Tinne Tuytelaars
Editorial: Learning With Fewer Labels in Computer Vision. IEEE Trans. Pattern Anal. Mach. Intell. 46 (3) (2024)
Zhuo Su, Jiehua Zhang, Longguang Wang, Hua Zhang, Zhen Liu, Matti Pietikäinen, Li Liu
Lightweight Pixel Difference Networks for Efficient Visual Representation Learning. CoRR (2024)
Changchong Sheng, Gangyao Kuang, Liang Bai, Chenping Hou, Yulan Guo, Xin Xu, Matti Pietikäinen, Li Liu
Deep Learning for Visual Speech Analysis: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 46 (9) (2024)
Zhuo Su, Jiehua Zhang, Tianpeng Liu, Zhen Liu, Shuanghui Zhang, Matti Pietikäinen, Li Liu
Boosting Convolutional Neural Networks with Middle Spectrum Grouped Convolution. CoRR (2023)
Yawen Cui, Wanxia Deng, Xin Xu, Zhen Liu, Zhong Liu, Matti Pietikäinen, Li Liu
Uncertainty-Guided Semi-Supervised Few-Shot Class-Incremental Learning With Knowledge Distillation. IEEE Trans. Multim. 25 (2023)
Björn W. Schuller, Matti Pietikäinen
Affective Computing [Scanning the Issue]. Proc. IEEE 111 (10) (2023)
Guoying Zhao, Xiaobai Li, Yante Li, Matti Pietikäinen
Facial Micro-Expressions: An Overview. Proc. IEEE 111 (10) (2023)
Jinghua Zhang, Li Liu, Olli Silvén, Matti Pietikäinen, Dewen Hu
Few-shot Class-incremental Learning: A Survey. CoRR (2023)
Zhuo Su, Matti Pietikäinen, Li Liu
From Local Binary Patterns to Pixel Difference Networks for Efficient Visual Representation Learning. SCIA (2) (2023)
Zhuo Su, Jiehua Zhang, Longguang Wang, Hua Zhang, Zhen Liu, Matti Pietikäinen, Li Liu
Lightweight Pixel Difference Networks for Efficient Visual Representation Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Changchong Sheng, Li Liu, Wanxia Deng, Liang Bai, Zhong Liu, Songyang Lao, Gangyao Kuang, Matti Pietikäinen
Importance-Aware Information Bottleneck Learning Paradigm for Lip Reading. IEEE Trans. Multim. 25 (2023)
Zhuo Su, Matti Pietikäinen, Li Liu
From Local Binary Patterns to Pixel Difference Networks for Efficient Visual Representation Learning. CoRR (2023)
Changchong Sheng, Xinzhong Zhu, Huiying Xu, Matti Pietikäinen, Li Liu
Adaptive Semantic-Spatio-Temporal Graph Convolutional Network for Lip Reading. IEEE Trans. Multim. 24 (2022)
Changchong Sheng, Gangyao Kuang, Liang Bai, Chenping Hou, Yulan Guo, Xin Xu, Matti Pietikäinen, Li Liu
Deep Learning for Visual Speech Analysis: A Survey. CoRR (2022)
Zhuo Su, Max Welling, Matti Pietikäinen, Li Liu
SVNet: Where SO(3) Equivariance Meets Binarization on Point Cloud Representation. CoRR (2022)
Wanxia Deng, Lingjun Zhao, Gangyao Kuang, Dewen Hu, Matti Pietikäinen, Li Liu
Deep Ladder-Suppression Network for Unsupervised Domain Adaptation. IEEE Trans. Cybern. 52 (10) (2022)
Jiehua Zhang, Zhuo Su, Yanghe Feng, Xin Lu, Matti Pietikäinen, Li Liu
Dynamic Binary Neural Network by Learning Channel-Wise Thresholds. ICASSP (2022)
Xiaohua Huang, Abhinav Dhall, Roland Goecke, Matti Pietikäinen, Guoying Zhao
Analyzing Group-Level Emotion with Global Alignment Kernel based Approach. IEEE Trans. Affect. Comput. 13 (2) (2022)
Matti Pietikäinen, Olli Silvén
Challenges of Artificial Intelligence - From Machine Learning and Computer Vision to Emotional Intelligence. CoRR (2022)
Zhuo Su, Max Welling, Matti Pietikäinen, Li Liu
SVNet: Where SO(3) Equivariance Meets Binarization on Point Cloud Representation. 3DV (2022)
Jiehua Zhang, Xueyang Zhang, Zhuo Su, Zitong Yu, Yanghe Feng, Xin Lu, Matti Pietikäinen, Li Liu
Boosting Binary Neural Networks via Dynamic Thresholds Learning. CoRR (2022)
Wanxia Deng, Lingjun Zhao, Qing Liao, Deke Guo, Gangyao Kuang, Dewen Hu, Matti Pietikäinen, Li Liu
Informative Feature Disentanglement for Unsupervised Domain Adaptation. IEEE Trans. Multim. 24 (2022)
Delu Zeng, Minyu Liao, Mohammad Tavakolian, Yulan Guo, Bolei Zhou, Dewen Hu, Matti Pietikäinen, Li Liu
Deep Learning for Scene Classification: A Survey. CoRR (2021)
Jiehua Zhang, Zhuo Su, Yanghe Feng, Xin Lu, Matti Pietikäinen, Li Liu
Dynamic Binary Neural Network by learning channel-wise thresholds. CoRR (2021)
Wanxia Deng, Yawen Cui, Zhen Liu, Gangyao Kuang, Dewen Hu, Matti Pietikäinen, Li Liu
Informative Class-Conditioned Feature Alignment for Unsupervised Domain Adaptation. ACM Multimedia (2021)
Zhuo Su, Wenzhe Liu, Zitong Yu, Dewen Hu, Qing Liao, Qi Tian, Matti Pietikäinen, Li Liu
Pixel Difference Networks for Efficient Edge Detection. ICCV (2021)
Zhuo Su, Wenzhe Liu, Zitong Yu, Dewen Hu, Qing Liao, Qi Tian, Matti Pietikäinen, Li Liu
Pixel Difference Networks for Efficient Edge Detection. CoRR (2021)
Changchong Sheng, Matti Pietikäinen, Qi Tian, Li Liu
Cross-modal Self-Supervised Learning for Lip Reading: When Contrastive Learning meets Adversarial Training. ACM Multimedia (2021)
Wanxia Deng, Zhuo Su, Qiang Qiu, Lingjun Zhao, Gangyao Kuang, Matti Pietikäinen, Huaxin Xiao, Li Liu
Deep ladder reconstruction-classification network for unsupervised domain adaptation. Pattern Recognit. Lett. 152 (2021)
Zhuo Su, Linpu Fang, Wenxiong Kang, Dewen Hu, Matti Pietikäinen, Li Liu
Dynamic Group Convolution for Accelerating Convolutional Neural Networks. CoRR (2020)
Li Liu, Wanli Ouyang, Xiaogang Wang, Paul W. Fieguth, Jie Chen, Xinwang Liu, Matti Pietikäinen
Deep Learning for Generic Object Detection: A Survey. Int. J. Comput. Vis. 128 (2) (2020)
Zhuo Su, Linpu Fang, Wenxiong Kang, Dewen Hu, Matti Pietikäinen, Li Liu
Dynamic Group Convolution for Accelerating Convolutional Neural Networks. ECCV (6) (2020)
Zhuo Su, Linpu Fang, Deke Guo, Dewen Hu, Matti Pietikäinen, Li Liu
FTBNN: Rethinking Non-linearity for 1-bit CNNs and Going Beyond. CoRR (2020)
Li Liu, Matti Pietikäinen, Jie Qin, Wanli Ouyang, Luc Van Gool
Efficient Visual Recognition. Int. J. Comput. Vis. 128 (8) (2020)
Chengyu Guo, Jingyun Liang, Geng Zhan, Zhong Liu, Matti Pietikäinen, Li Liu
Extended Local Binary Patterns for Efficient and Robust Spontaneous Facial Micro-Expression Recognition. IEEE Access 7 (2019)
Zhuo Su, Matti Pietikäinen, Li Liu
BIRD: Learning Binary and Illumination Robust Descriptor for Face Recognition. BMVC (2019)
Chengyu Guo, Jingyun Liang, Geng Zhan, Zhong Liu, Matti Pietikäinen, Li Liu
Extended Local Binary Patterns for Efficient and Robust Spontaneous Facial Micro-Expression Recognition. CoRR (2019)
Li Liu, Matti Pietikäinen, Jie Chen, Guoying Zhao, Xiaogang Wang, Rama Chellappa
Guest Editors' Introduction to the Special Section on Compact and Efficient Feature Representation and Learning in Computer Vision. IEEE Trans. Pattern Anal. Mach. Intell. 41 (10) (2019)
Li Liu, Jie Chen, Guoying Zhao, Paul W. Fieguth, Xilin Chen, Matti Pietikäinen
Texture Classification in Extreme Scale Variations Using GANet. IEEE Trans. Image Process. 28 (8) (2019)
Xiaohua Huang, Sujing Wang, Xin Liu, Guoying Zhao, Xiaoyi Feng, Matti Pietikäinen
Discriminative Spatiotemporal Local Binary Pattern with Revisited Integral Projection for Spontaneous Facial Micro-Expression Recognition. IEEE Trans. Affect. Comput. 10 (1) (2019)
Li Liu, Jie Chen, Paul W. Fieguth, Guoying Zhao, Rama Chellappa, Matti Pietikäinen
From BoW to CNN: Two Decades of Texture Representation for Texture Classification. Int. J. Comput. Vis. 127 (1) (2019)
Chunxiao Fan, Lei Tian, Yue Ming, Xiaopeng Hong, Guoying Zhao, Matti Pietikäinen
Sparse projections matrix binary descriptors for face recognition. Neurocomputing 297 (2018)
Li Liu, Wanli Ouyang, Xiaogang Wang, Paul W. Fieguth, Jie Chen, Xinwang Liu, Matti Pietikäinen
Deep Learning for Generic Object Detection: A Survey. CoRR (2018)
Xiaobai Li, Xiaopeng Hong, Antti Moilanen, Xiaohua Huang, Tomas Pfister, Guoying Zhao, Matti Pietikäinen
Towards Reading Hidden Emotions: A Comparative Study of Spontaneous Micro-Expression Spotting and Recognition Methods. IEEE Trans. Affect. Comput. 9 (4) (2018)
Chunxiao Fan, Xiaopeng Hong, Lei Tian, Yue Ming, Matti Pietikäinen, Guoying Zhao
PCANet-II: When PCANet Meets the Second Order Pooling. IEICE Trans. Inf. Syst. (8) (2018)
Lei Tian, Xiaopeng Hong, Chunxiao Fan, Yue Ming, Matti Pietikäinen, Guoying Zhao
Sparse Tikhonov-Regularized Hashing for Multi-Modal Learning. ICIP (2018)
Xiaohua Huang, Abhinav Dhall, Roland Goecke, Matti Pietikäinen, Guoying Zhao
A Global Alignment Kernel based Approach for Group-level Happiness Intensity Estimation. CoRR (2018)
Li Liu, Jie Chen, Paul W. Fieguth, Guoying Zhao, Rama Chellappa, Matti Pietikäinen
A Survey of Recent Advances in Texture Representation. CoRR (2018)
Li Liu, Jie Chen, Guoying Zhao, Paul W. Fieguth, Xilin Chen, Matti Pietikäinen
Texture Classification in Extreme Scale Variations using GANet. CoRR (2018)
Xiaohua Huang, Abhinav Dhall, Roland Goecke, Matti Pietikäinen, Guoying Zhao
Multimodal Framework for Analyzing the Affect of a Group of People. IEEE Trans. Multim. 20 (10) (2018)
Jie Chen, Vishal M. Patel, Li Liu, Vili Kellokumpu, Guoying Zhao, Matti Pietikäinen, Rama Chellappa
Robust local features for remote face recognition. Image Vis. Comput. 64 (2017)
Li Liu, Paul W. Fieguth, Yulan Guo, Xiaogang Wang, Matti Pietikäinen
Local binary features for texture classification: Taxonomy and experimental study. Pattern Recognit. 62 (2017)
Xianbiao Qi, Guoying Zhao, Chun-Guang Li, Jun Guo, Matti Pietikäinen
HEp-2 Cell Classification via Combining Multiresolution Co-Occurrence Texture and Large Region Shape Information. IEEE J. Biomed. Health Informatics 21 (2) (2017)
Lei Tian, Xiaopeng Hong, Guoying Zhao, Chunxiao Fan, Yue Ming, Matti Pietikäinen
PCANet-II: When PCANet Meets the Second Order Pooling. CoRR (2017)
Xin Zhang, Li Liu, Yuxiang Xie, Jie Chen, Lingda Wu, Matti Pietikäinen
Rotation Invariant Local Binary Convolution Neural Networks. ICCV Workshops (2017)
Matti Pietikäinen, Guoying Zhao
Two decades of local binary patterns: A survey. CoRR (2016)
Jie Chen, Zhen Lei, Li Liu, Guoying Zhao, Matti Pietikäinen
RoLoD: Robust local descriptors for computer vision. Neurocomputing 184 (2016)
Xiaohua Huang, Jukka Kortelainen, Guoying Zhao, Xiaobai Li, Antti Moilanen, Tapio Seppänen, Matti Pietikäinen
Multi-modal emotion analysis from facial expressions and electroencephalogram. Comput. Vis. Image Underst. 147 (2016)
Takeshi Saitoh, Ziheng Zhou, Guoying Zhao, Matti Pietikäinen
Concatenated Frame Image Based CNN for Visual Speech Recognition. ACCV Workshops (2) (2016)
Stefanos Zafeiriou, Guoying Zhao, Matti Pietikäinen, Rama Chellappa, Irene Kotsia, Jeffrey F. Cohn
Editorial of special issue on spontaneous facial behaviour analysis. Comput. Vis. Image Underst. 147 (2016)
Xiaopeng Hong, Xianbiao Qi, Guoying Zhao, Matti Pietikäinen
Probing the Intra-Component Correlations within Fisher Vector for Material Classification. CoRR (2016)
Xianbiao Qi, Guoying Zhao, Jie Chen, Matti Pietikäinen
HEp-2 cell classification: The role of Gaussian Scale Space Theory as a pre-processing approach. Pattern Recognit. Lett. 82 (2016)
Xiaobai Li, Jukka Komulainen, Guoying Zhao, Pong Chi Yuen, Matti Pietikäinen
Generalized face anti-spoofing by detecting pulse from face videos. ICPR (2016)
Xianbiao Qi, Chun-Guang Li, Guoying Zhao, Xiaopeng Hong, Matti Pietikäinen
Dynamic texture and scene classification by transferring deep image features. Neurocomputing 171 (2016)
Xiaohua Huang, Abhinav Dhall, Xin Liu, Guoying Zhao, Jingang Shi, Roland Goecke, Matti Pietikäinen
Analyzing the Affect of a Group of People Using Multi-modal Framework. CoRR (2016)
Li Liu, Songyang Lao, Paul W. Fieguth, Yulan Guo, Xiaogang Wang, Matti Pietikäinen
Median Robust Extended Local Binary Pattern for Texture Classification. IEEE Trans. Image Process. 25 (3) (2016)
Li Liu, Paul W. Fieguth, Xiaogang Wang, Matti Pietikäinen, Dewen Hu
Evaluation of LBP and Deep Texture Descriptors with a New Robustness Benchmark. ECCV (3) (2016)
Juha Ylioinas, Norman Poh, Jukka Holappa, Matti Pietikäinen
Data-driven techniques for smoothing histograms of local binary patterns. Pattern Recognit. 60 (2016)
Jie Chen, Zhuoqing Chang, Qiang Qiu, Xiaobai Li, Guillermo Sapiro, Alexander M. Bronstein, Matti Pietikäinen
RealSense = real heart rate: Illumination invariant heart rate estimation from videos. IPTA (2016)
Xiaopeng Hong, Guoying Zhao, Stefanos Zafeiriou, Maja Pantic, Matti Pietikäinen
Capturing correlations of local features for image representation. Neurocomputing 184 (2016)
Xiaohua Huang, Sujing Wang, Xin Liu, Guoying Zhao, Xiaoyi Feng, Matti Pietikäinen
Spontaneous Facial Micro-Expression Recognition using Discriminative Spatiotemporal Local Binary Pattern with an Improved Integral Projection. CoRR (2016)
Xianbiao Qi, Guoying Zhao, Linlin Shen, Qingquan Li, Matti Pietikäinen
LOAD: Local orientation adaptive descriptor for texture and material classification. Neurocomputing 184 (2016)
Xianbiao Qi, Guoying Zhao, Jie Chen, Matti Pietikäinen
Exploring illumination robust descriptors for human epithelial type 2 cell classification. Pattern Recognit. 60 (2016)
Yimo Guo, Guoying Zhao, Matti Pietikäinen
Dynamic Facial Expression Recognition With Atlas Construction and Sparse Representation. IEEE Trans. Image Process. 25 (5) (2016)
Jie Chen, Xianbiao Qi, Osmo Tervonen, Olli Silvén, Guoying Zhao, Matti Pietikäinen
Thorax disease diagnosis using deep convolutional neural network. EMBC (2016)
Li Liu, Paul W. Fieguth, Guoying Zhao, Matti Pietikäinen, Dewen Hu
Extended local binary patterns for face recognition. Inf. Sci. (2016)
Xiaohua Huang, Guoying Zhao, Xiaopeng Hong, Wenming Zheng, Matti Pietikäinen
Spontaneous facial micro-expression analysis using Spatiotemporal Completed Local Quantized Patterns. Neurocomputing 175 (2016)
Xianbiao Qi, LinLin Shen, Guoying Zhao, Qingquan Li, Matti Pietikäinen
Globally rotation invariant multi-scale co-occurrence local binary pattern. Image Vis. Comput. 43 (2015)
Qiuhai He, Xiaopeng Hong, Xiujuan Chai, Jukka Holappa, Guoying Zhao, Xilin Chen, Matti Pietikäinen
OMEG: Oulu Multi-Pose Eye Gaze Dataset. SCIA (2015)
Juha Ylioinas, Juho Kannala, Abdenour Hadid, Matti Pietikäinen
Unsupervised learning of overcomplete face descriptors. CVPR Workshops (2015)
Xianbiao Qi, Guoying Zhao, Chun-Guang Li, Jun Guo, Matti Pietikäinen
HEp-2 Cell Classification via Fusing Texture and Shape Information. CoRR (2015)
Li Liu, Paul W. Fieguth, Matti Pietikäinen, Songyang Lao
Median robust extended local binary pattern for texture classification. ICIP (2015)
Xiaobai Li, Xiaopeng Hong, Antti Moilanen, Xiaohua Huang, Tomas Pfister, Guoying Zhao, Matti Pietikäinen
Reading Hidden Emotions: Spontaneous Micro-expression Spotting and Recognition. CoRR (2015)
Xiaohua Huang, Abhinav Dhall, Guoying Zhao, Roland Goecke, Matti Pietikäinen
Riesz-based Volume Local Binary Pattern and A Novel Group Expression Model for Group Happiness Intensity Analysis. BMVC (2015)
Xiaohua Huang, Sujing Wang, Guoying Zhao, Matti Pietikäinen
Facial Micro-Expression Recognition Using Spatiotemporal Local Binary Pattern with Integral Projection. ICCV Workshops (2015)
Xianbiao Qi, Guoying Zhao, Jie Chen, Matti Pietikäinen
HEp-2 Cell Classification: The Role of Gaussian Scale Space Theory as A Pre-processing Approach. CoRR (2015)
Yingyue Xu, Xiaopeng Hong, Qiuhai He, Guoying Zhao, Matti Pietikäinen
A Task-Driven Eye Tracking Dataset for Visual Attention Analysis. ACIVS (2015)
Xianbiao Qi, Chun-Guang Li, Guoying Zhao, Xiaopeng Hong, Matti Pietikäinen
Dynamic texture and scene classification by transferring deep image features. CoRR (2015)
Juha Ylioinas, Juho Kannala, Abdenour Hadid, Matti Pietikäinen
Face Recognition Using Smoothed High-Dimensional Representation. SCIA (2015)
Devangini Patel, Guoying Zhao, Matti Pietikäinen
Spatiotemporal Integration of Optical Flow Vectors for Micro-expression Detection. ACIVS (2015)
Iryna Anina, Ziheng Zhou, Guoying Zhao, Matti Pietikäinen
OuluVS2: A multi-view audiovisual database for non-rigid mouth motion analysis. FG (2015)
Constantino Alvarez Casado, Miguel Bordallo López, Jukka Holappa, Matti Pietikäinen
Face detection and recognition for smart glasses. ISCE (2015)
Xianbiao Qi, Guoying Zhao, LinLin Shen, Qingquan Li, Matti Pietikäinen
LOAD: Local Orientation Adaptive Descriptor for Texture and Material Classification. CoRR (2015)
Antti Moilanen, Guoying Zhao, Matti Pietikäinen
Spotting Rapid Facial Movements from Videos Using Appearance-Based Feature Difference Analysis. ICPR (2014)
Juha Ylioinas, Abdenour Hadid, Juho Kannala, Matti Pietikäinen
An In-depth Examination of Local Binary Descriptors in Unconstrained Face Recognition. ICPR (2014)
Jérôme Thevenot, Jie Chen, Mikko Finnilä, Miika T. Nieminen, Petri Lehenkari, Simo Saarakkala, Matti Pietikäinen
Local Binary Patterns to Evaluate Trabecular Bone Structure from Micro-CT Data: Application to Studies of Human Osteoarthritis. ECCV Workshops (2) (2014)
Tiago Freitas Pereira, Jukka Komulainen, André Anjos, José Mario De Martino, Abdenour Hadid, Matti Pietikäinen, Sébastien Marcel
Face liveness detection using dynamic texture. EURASIP J. Image Video Process. 2014 (2014)
Utpala Musti, Slim Ouni, Ziheng Zhou, Matti Pietikäinen
3D Visual Speech Animation from Image Sequences. ICVGIP (2014)
Li Liu, Paul W. Fieguth, Guoying Zhao, Matti Pietikäinen
Extended local binary pattern fusion for face recognition. ICIP (2014)
Ziheng Zhou, Guoying Zhao, Xiaopeng Hong, Matti Pietikäinen
A review of recent advances in visual speech decoding. Image Vis. Comput. 32 (9) (2014)

Matti Pietikäinen.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Matti Pietikäinen