Matti Pietikäinen - Publications, H-index & Citations

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Matti Pietikäinen

University of Oulu

68H-index

253Paper Count

5.2WCitation Count

Published Papers 52

Publication Date

Boosting Convolutional Neural Networks With Middle Spectrum Grouped Convolution

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2025-02-01

OAAI

Su, Zhuo; Zhang, Jiehua; Liu, Tianpeng; Liu, Zhen; Zhang, Shuanghui; Pietikainen, Matti; Liu, Li

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Facial Micro-Expressions: An Overview

PROCEEDINGS OF THE IEEE

IF25.9

2023-10-01

OAAI

Zhao, Guoying; Li, Xiaobai; Li, Yante; Pietikainen, Matti

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Affective Computing [Scanning the Issue]

PROCEEDINGS OF THE IEEE

IF25.9

2023-10-01

OAAI

Schuller, Bjorn W.; Pietikainen, Matti

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Importance-Aware Information Bottleneck Learning Paradigm for Lip Reading

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2023-01-01

OAAI

Sheng, Changchong; Liu, Li; Deng, Wanxia; Bai, Liang; Liu, Zhong; Lao, Songyang; Kuang, Gangyao; Pietikainen, Matti

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Uncertainty-Guided Semi-Supervised Few-Shot Class-Incremental Learning With Knowledge Distillation

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2023-01-01

OAAI

Cui, Yawen; Deng, Wanxia; Xu, Xin; Liu, Zhen; Liu, Zhong; Pietikainen, Matti; Liu, Li

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Deep Ladder-Suppression Network for Unsupervised Domain Adaptation

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2022-10-01

OAAI

Deng, Wanxia; Zhao, Lingjun; Kuang, Gangyao; Hu, Dewen; Pietikainen, Matti; Liu, Li

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Analyzing Group-Level Emotion with Global Alignment Kernel based Approach

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING

IF9.8

2022-04-01

OAAI

Huang, Xiaohua; Dhall, Abhinav; Goecke, Roland; Pietikainen, Matti; Zhao, Guoying

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Adaptive Semantic-Spatio-Temporal Graph Convolutional Network for Lip Reading

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2022-01-01

OAAI

Sheng, Changchong; Zhu, Xinzhong; Xu, Huiying; Pietikainen, Matti; Liu, Li

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Hyperspectral Estimation of Soil Copper Concentration Based on Improved TabNet Model in the Eastern Junggar Coalfield

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-01

OAAI

Wang, Yuan; Abliz, Abdugheni; Ma, Hongbing; Liu, Li; Kurban, Alishir; Halik, Umut; Pietikainen, Matti; Wang, Wenjuan

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Informative Feature Disentanglement for Unsupervised Domain Adaptation

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2022-01-01

OAAI

Deng, Wanxia; Zhao, Lingjun; Liao, Qing; Guo, Deke; Kuang, Gangyao; Hu, Dewen; Pietikainen, Matti; Liu, Li

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Deep ladder reconstruction-classification network for unsupervised domain adaptation

PATTERN RECOGNITION LETTERS

IF3.3

2021-12-01

OAAI

Deng, Wanxia; Su, Zhuo; Qiu, Qiang; Zhao, Lingjun; Kuang, Gangyao; Pietikainen, Matti; Xiao, Huaxin; Liu, Li

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Hyperspectral monitor of soil chromium contaminant based on deep learning network model in the Eastern Junggar coalfield

SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

IF4.6

2021-08-01

OAAI

Wang, Yuan; Ma, Hongbing; Wang, Jingzhe; Liu, Li; Pietikainen, Matti; Zhang, Zipeng; Chen, Xiangyue

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Efficient Visual Recognition

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2020-07-10

OAAI

Liu, Li; Pietikainen, Matti; Qin, Jie; Ouyang, Wanli; Van Gool, Luc

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Texture Classification in Extreme Scale Variations Using GANet

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2019-08-01

OAAI

Liu, Li; Chen, Jie; Zhao, Guoying; Fieguth, Paul; Chen, Xilin; Pietikainen, Matti

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Discriminative Spatiotemporal Local Binary Pattern with Revisited Integral Projection for Spontaneous Facial Micro-Expression Recognition

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING

IF9.8

2019-01-01

137

OAAI

Huang, Xiaohua; Wang, Su-Jing; Liu, Xin; Zhao, Guoying; Feng, Xiaoyi; Pietikainen, Matti

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From BoW to CNN: Two Decades of Texture Representation for Texture Classification

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2018-11-08

262

OAAI

Liu, Li; Chen, Jie; Fieguth, Paul; Zhao, Guoying; Chellappa, Rama; Pietikainen, Matti

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Towards Reading Hidden Emotions: A Comparative Study of Spontaneous Micro-Expression Spotting and Recognition Methods

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING

IF9.8

2018-10-01

147

OAAI

Li, Xiaobai; Hong, Xiaopeng; Moilanen, Antti; Huang, Xiaohua; Pfister, Tomas; Zhao, Guoying; Pietikainen, Matti

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Multimodal Framework for Analyzing the Affect of a Group of People

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2018-10-01

OAAI

Huang, Xiaohua; Dhall, Abhinav; Goecke, Roland; Pietikainen, Matti; Zhao, Guoying

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Robust local features for remote face recognition

IMAGE AND VISION COMPUTING

IF4.2

2017-08-01

OAAI

Chen, Jie; Patel, Vishal M.; Liu, Li; Kellokumpu, Vili; Zhao, Guoying; Pietikainen, Matti; Chellappa, Rama

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HEp-2 Cell Classification via Combining Multiresolution Co-Occurrence Texture and Large Region Shape Information

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2017-03-01

OAAI

Qi, Xianbiao; Zhao, Guoying; Li, Chun-Guang; Guo, Jun; Pietikainen, Matti

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Research Directions