Publications by authors named "Matti Pietikainen"

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Rapid Salient Object Detection With Difference Convolutional Neural Networks.
Zhuo Su, Li Liu, Matthias Muller, Jiehua Zhang, Diana Wofk, Matti Pietikainen

IEEE Trans Pattern Anal Mach Intell· October 2025

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Few-Shot Class-Incremental Learning for Classification and Object Detection: A Survey.
Jinghua Zhang, Li Liu, Olli Silven, Matti Pietikainen, Dewen Hu

IEEE Trans Pattern Anal Mach Intell· April 2025

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Boosting Convolutional Neural Networks With Middle Spectrum Grouped Convolution.
Zhuo Su, Jiehua Zhang, Tianpeng Liu, Zhen Liu, Shuanghui Zhang, Matti Pietikainen

IEEE Trans Neural Netw Learn Syst· February 2025

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Highly Efficient and Unsupervised Framework for Moving Object Detection in Satellite Videos.
Chao Xiao, Wei An, Yifan Zhang, Zhuo Su, Miao Li, Matti Pietikainen

IEEE Trans Pattern Anal Mach Intell· December 2024

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Deep Learning for Visual Speech Analysis: A Survey.
Changchong Sheng, Gangyao Kuang, Liang Bai, Chenping Hou, Yulan Guo, Matti Pietikainen

IEEE Trans Pattern Anal Mach Intell· September 2024

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Lightweight Pixel Difference Networks for Efficient Visual Representation Learning.
Zhuo Su, Jiehua Zhang, Longguang Wang, Hua Zhang, Zhen Liu, Matti Pietikainen

IEEE Trans Pattern Anal Mach Intell· December 2023

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Deep Ladder-Suppression Network for Unsupervised Domain Adaptation.
Wanxia Deng, Lingjun Zhao, Gangyao Kuang, Dewen Hu, Matti Pietikainen

IEEE Trans Cybern· October 2022

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Hyperspectral monitor of soil chromium contaminant based on deep learning network model in the Eastern Junggar coalfield.
Yuan Wang, Hongbing Ma, Jingzhe Wang, Li Liu, Matti Pietikäinen

Spectrochim Acta A Mol Biomol Spectrosc· August 2021

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Texture Classification in Extreme Scale Variations Using GANet.
Li Liu, Jie Chen, Guoying Zhao, Paul Fieguth, Xilin Chen, Matti Pietikainen

IEEE Trans Image Process· August 2019

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HEp-2 Cell Classification via Combining Multiresolution Co-Occurrence Texture and Large Region Shape Information.
Xianbiao Qi, Guoying Zhao, Chun-Guang Li, Jun Guo, Matti Pietikainen

IEEE J Biomed Health Inform· March 2017

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Thorax disease diagnosis using deep convolutional neural network.
Jie Chen, Xianbiao Qi, Osmo Tervonen, Olli Silven, Guoying Zhao, Matti Pietikainen

Annu Int Conf IEEE Eng Med Biol Soc· August 2016

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Dynamic Facial Expression Recognition With Atlas Construction and Sparse Representation.
Yimo Guo, Guoying Zhao, Matti Pietikainen

IEEE Trans Image Process· May 2016

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Median Robust Extended Local Binary Pattern for Texture Classification.
Li Liu, Songyang Lao, Paul W Fieguth, Yulan Guo, Xiaogang Wang

IEEE Trans Image Process· March 2016

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A malaria diagnostic tool based on computer vision screening and visualization of Plasmodium falciparum candidate areas in digitized blood smears.
Nina Linder, Riku Turkki, Margarita Walliander, Andreas Mårtensson, Vinod Diwan

PLoS One· May 2015

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Combining LBP difference and feature correlation for texture description.
Xiaopeng Hong, Guoying Zhao, Matti Pietikainen, Xilin Chen

IEEE Trans Image Process· June 2014

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Learning discriminant face descriptor.
Zhen Lei, Matti Pietikäinen, Stan Z Li

IEEE Trans Pattern Anal Mach Intell· February 2014

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A compact representation of visual speech data using latent variables.
Ziheng Zhou, Xiaopeng Hong, Guoying Zhao, Matti Pietikäinen

IEEE Trans Pattern Anal Mach Intell· January 2014

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Video texture synthesis with multi-frame LBP-TOP and diffeomorphic growth model.
Yimo Guo, Guoying Zhao, Ziheng Zhou, Matti Pietikainen

IEEE Trans Image Process· October 2013

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Multimodal emotion recognition by combining physiological signals and facial expressions: a preliminary study.
Jukka Kortelainen, Suvi Tiinanen, Xiaohua Huang, Xiaobai Li, Seppo Laukka

Annu Int Conf IEEE Eng Med Biol Soc· August 2013

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Multiscale local phase quantization for robust component-based face recognition using kernel fusion of multiple descriptors.
Chi Ho Chan, Muhammad Atif Tahir, Josef Kittler, Matti Pietikäinen

IEEE Trans Pattern Anal Mach Intell· May 2013

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Automatic dynamic texture segmentation using local descriptors and optical flow.
Jie Chen, Guoying Zhao, Mikko Salo, Esa Rahtu, Matti Pietikäinen

IEEE Trans Image Process· January 2013

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Rotation-invariant image and video description with local binary pattern features.
Guoying Zhao, Timo Ahonen, Jiří Matas, Matti Pietikäinen

IEEE Trans Image Process· April 2012

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Socioeconomic status, cardiovascular risk factors, and subclinical atherosclerosis in young adults: the cardiovascular risk in Young Finns Study.
Paula Kestilä, Costan G Magnussen, Jorma S A Viikari, Mika Kähönen, Nina Hutri-Kähönen

Arterioscler Thromb Vasc Biol· March 2012

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Identification of tumor epithelium and stroma in tissue microarrays using texture analysis.
Nina Linder, Juho Konsti, Riku Turkki, Esa Rahtu, Mikael Lundin

Diagn Pathol· March 2012

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Tracking of serum lipid levels, blood pressure, and body mass index from childhood to adulthood: the Cardiovascular Risk in Young Finns Study.
Jonna Juhola, Costan G Magnussen, Jorma S A Viikari, Mika Kähönen, Nina Hutri-Kähönen

J Pediatr· October 2011

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