Matti Pietikäinen

Matti Pietikäinen

Oulun yliopisto

H-index: 102

Europe-Finland

About Matti Pietikäinen

Matti Pietikäinen, With an exceptional h-index of 102 and a recent h-index of 62 (since 2020), a distinguished researcher at Oulun yliopisto, specializes in the field of computer vision, pattern recognition, biometrics, affective computing, artificial intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Deep learning for visual speech analysis: A survey

Boosting Convolutional Neural Networks With Middle Spectrum Grouped Convolution

Learning With Fewer Labels in Computer Vision

Facial Micro-expressions: an overview

How will Artificial Intelligence Affect our Lives in the 2050s

Miten tekoäly vaikuttaa elämäämme 2050-luvulla?

From Local Binary Patterns to Pixel Difference Networks for Efficient Visual Representation Learning

Few-shot Class-incremental Learning: A Survey

Matti Pietikäinen Information

University

Position

Professor

Citations(all)

88304

Citations(since 2020)

30910

Cited By

70967

hIndex(all)

102

hIndex(since 2020)

62

i10Index(all)

286

i10Index(since 2020)

166

Email

University Profile Page

Oulun yliopisto

Google Scholar

View Google Scholar Profile

Matti Pietikäinen Skills & Research Interests

computer vision

pattern recognition

biometrics

affective computing

artificial intelligence

Top articles of Matti Pietikäinen

Title

Journal

Author(s)

Publication Date

Deep learning for visual speech analysis: A survey

Changchong Sheng

Gangyao Kuang

Liang Bai

Chenping Hou

Yulan Guo

...

2024/3/13

Boosting Convolutional Neural Networks With Middle Spectrum Grouped Convolution

IEEE Transactions on Neural Networks and Learning Systems (TNNLS)

Zhuo Su

Jiehua Zhang

Tianpeng Liu

Zhen Liu

Shuanghui Zhang

...

2023/4/13

Learning With Fewer Labels in Computer Vision

IEEE Transactions on Pattern Analysis and Machine Intelligence

Li Liu

Timothy Hospedales

Yann LeCun

Mingsheng Long

Jiebo Luo

...

2024/2/6

Facial Micro-expressions: an overview

Guoying Zhao

Xiaobai Li

Yante Li

Matti Pietikäinen

2023/6/5

How will Artificial Intelligence Affect our Lives in the 2050s

Matti Pietikäinen

Olli Silvén

2023/5/10

Miten tekoäly vaikuttaa elämäämme 2050-luvulla?

Matti Pietikäinen

Olli Silvén

2023/5/5

From Local Binary Patterns to Pixel Difference Networks for Efficient Visual Representation Learning

Zhuo Su

Matti Pietikäinen

Li Liu

2023/3/15

Few-shot Class-incremental Learning: A Survey

arXiv preprint arXiv:2308.06764

Jinghua Zhang

Li Liu

Olli Silven

Matti Pietikäinen

Dewen Hu

2023/8/13

Lightweight pixel difference networks for efficient visual representation learning

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Zhuo Su

Jiehua Zhang

Longguang Wang

Hua Zhang

Zhen Liu

...

2023/8

Importance-aware information bottleneck learning paradigm for lip reading

IEEE Transactions on Multimedia

Changchong Sheng

Li Liu

Wanxia Deng

Liang Bai

Zhong Liu

...

2022/9/29

Uncertainty-guided semi-supervised few-shot class-incremental learning with knowledge distillation

IEEE Transactions on Multimedia

Yawen Cui

Wanxia Deng

Xin Xu

Zhen Liu

Zhong Liu

...

2022/9/22

Svnet: Where so (3) equivariance meets binarization on point cloud representation

Zhuo Su

Max Welling

Matti Pietikäinen

Li Liu

2022/9/12

Hyperspectral estimation of soil copper concentration based on improved TabNet model in the Eastern Junggar Coalfield

IEEE Transactions on Geoscience and Remote Sensing

Yuan Wang

Abdugheni Abliz

Hongbing Ma

Li Liu

Alishir Kurban

...

2022/7/13

Dynamic binary neural network by learning channel-wise thresholds

Jiehua Zhang

Zhuo Su

Yanghe Feng

Xin Lu

Matti Pietikäinen

...

2022/5/23

Boosting Binary Neural Networks via Dynamic Thresholds Learning

arXiv preprint arXiv:2211.02292

Jiehua Zhang

Xueyang Zhang

Zhuo Su

Zitong Yu

Yanghe Feng

...

2022/11/4

Challenges of artificial intelligence - from machine learning and computer vision to emotional intelligence

Matti Pietikäinen

Olli Silven

2022/1

Deep learning for scene classification: A survey

arXiv preprint arXiv:2101.10531

Delu Zeng

Minyu Liao

Mohammad Tavakolian

Yulan Guo

Bolei Zhou

...

2021/1/26

Cross-modal self-supervised learning for lip reading: When contrastive learning meets adversarial training

Changchong Sheng

Matti Pietikäinen

Qi Tian

Li Liu

2021/10/17

Tekoälyn haasteet: koneoppimisesta ja konenäöstä tunnetekoälyyn

Matti Pietikäinen

Olli Silvén

2021/12/29

Pixel difference networks for efficient edge detection

Zhuo Su

Wenzhe Liu

Zitong Yu

Dewen Hu

Qing Liao

...

2021/8/16

See List of Professors in Matti Pietikäinen University(Oulun yliopisto)

Co-Authors

H-index: 79
Guoying Zhao

Guoying Zhao

Oulun yliopisto

H-index: 50
Tapio Seppänen

Tapio Seppänen

Oulun yliopisto

H-index: 42
Timo Ojala

Timo Ojala

Oulun yliopisto

H-index: 36
Xiaobai Li

Xiaobai Li

Oulun yliopisto

H-index: 34
Jie Chen

Jie Chen

Peking University

H-index: 28
Olli Silven

Olli Silven

Oulun yliopisto

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