Tapio Seppänen

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 56

Top Venues

Publications

Md. Ziaul Hoque, Anja Keskinarkaus, Pia Nyberg, Tapio Seppänen
Stain normalization methods for histopathology image analysis: A comprehensive review and experimental comparison. Inf. Fusion 102 (2024)
Alexander Vedernikov, Puneet Kumar, Haoyu Chen, Tapio Seppänen, Xiaobai Li
TCCT-Net: Two-Stream Network Architecture for Fast and Efficient Engagement Estimation via Behavioral Feature Signals. CoRR (2024)
Djamila Romaissa Beddiar, Mourad Oussalah, Tapio Seppänen
Retrieved Generative Captioning for Medical Images. CBMI (2023)
Djamila Romaissa Beddiar, Mourad Oussalah, Usman Muhammad, Tapio Seppänen
A Deep learning based data augmentation method to improve COVID-19 detection from medical imaging. Knowl. Based Syst. 280 (2023)
Md. Ziaul Hoque, Anja Keskinarkaus, Pia Nyberg, Hongming Xu, Tapio Seppänen
Invasion depth estimation of carcinoma cells using adaptive stain normalization to improve epidermis segmentation accuracy. Comput. Medical Imaging Graph. 108 (2023)
Djamila Romaissa Beddiar, Mourad Oussalah, Tapio Seppänen
Automatic captioning for medical imaging (MIC): a rapid review of literature. Artif. Intell. Rev. 56 (5) (2023)
Liang Ye, Susu Yan, Jialing Zhen, Tian Han, Hany Ferdinando, Tapio Seppänen, Esko Alasaarela
Physical Violence Detection Based on Distributed Surveillance Cameras. Mob. Networks Appl. 27 (4) (2022)
Usman Muhammad, Md. Ziaul Hoque, Mourad Oussalah, Anja Keskinarkaus, Tapio Seppänen, Pinaki Sarder
SAM: Self-augmentation mechanism for COVID-19 detection using chest X-ray images. Knowl. Based Syst. 241 (2022)
Anja Keskinarkaus, Ruijing Yang, Angelos Fylakis, Md. Surat-E.-Mostafa, Arto J. Hautala, Yong Hu, Jinye Peng, Guoying Zhao, Tapio Seppänen, Jaro Karppinen
Pain fingerprinting using multimodal sensing: pilot study. Multim. Tools Appl. 81 (4) (2022)
Djamila Romaissa Beddiar, Mourad Oussalah, Tapio Seppänen
Explainability for Medical Image Captioning. IPTA (2022)
Zhaodong Sun, Juhani Junttila, Mikko Tulppo, Tapio Seppänen, Xiaobai Li
Non-Contact Atrial Fibrillation Detection From Face Videos by Learning Systolic Peaks. IEEE J. Biomed. Health Informatics 26 (9) (2022)
Md. Ziaul Hoque, Anja Keskinarkaus, Pia Nyberg, Taneli Mattila, Tapio Seppänen
Whole slide image registration via multi-stained feature matching. Comput. Biol. Medicine 144 (2022)
Anja Keskinarkaus, Ekaterina Gilman, Lauri Lovén, Satu Tamminen, Marjo Hippi, Gang Xiong, Fenghua Zhu, Tapio Seppänen, Jukka Riekki, Susanna Pirttikangas
Revealing reliable information from taxi traces: from raw data to information discovery. ICDE Workshops (2022)
Iman Alikhani, Kai Noponen, Mikko Tulppo, Juha Peltonen, Elias Lehtonen, Tapio Seppänen
Heart Rate Variability and its Association with Second Ventilatory Threshold Estimation in Maximal Exercise Test. EMBC (2022)
Antti Rantanen, Seppo J. Laukka, Antti Siipo, Suvi Tiinanen, Mika P. Tarvainen, Jukka Kortelainen, Matti Lehtihalmes, Tapio Seppänen
Verbalization has regulatory influences on autonomic activity during recall of unpleasant experience. Speech Commun. 126 (2021)
Timo Luukkonen, Ashley Colley, Tapio Seppänen, Jonna Häkkilä
Cough Activated Dynamic Face Visor. AHs (2021)
Zhaodong Sun, Juhani Junttila, Mikko Tulppo, Tapio Seppänen, Xiaobai Li
Non-contact Atrial Fibrillation Detection from Face Videos by Learning Systolic Peaks. CoRR (2021)
Liang Ye, Tong Liu, Tian Han, Hany Ferdinando, Tapio Seppänen, Esko Alasaarela
Campus Violence Detection Based on Artificial Intelligent Interpretation of Surveillance Video Sequences. Remote. Sens. 13 (4) (2021)
Djamila Romaissa Beddiar, Mourad Oussalah, Tapio Seppänen
Attention-based CNN-GRU Model For Automatic Medical Images Captioning: ImageCLEF 2021. CLEF (Working Notes) (2021)
Weitong Chen, Na Ren, Changqing Zhu, Anja Keskinarkaus, Tapio Seppänen, Qifei Zhou
Joint Image Encryption and Screen-Cam Robust Two Watermarking Scheme. Sensors 21 (3) (2021)
Tiina Vuorinen, Kai Noponen, Vala Jeyhani, Muhammad Awais Aslam, Matti Juhani Junttila, Mikko Paavo Tulppo, Kari Sakari Kaikkonen, Heikki Veli Huikuri, Tapio Seppänen, Matti Mäntysalo, Antti Vehkaoja
Unobtrusive, Low-Cost Out-of-Hospital, and In-Hospital Measurement and Monitoring System. Adv. Intell. Syst. 3 (3) (2021)
Md. Ziaul Hoque, Anja Keskinarkaus, Pia Nyberg, Tapio Seppänen
Retinex model based stain normalization technique for whole slide image analysis. Comput. Medical Imaging Graph. 90 (2021)
Fatema Sultana Chowdhury, Lauri Lovén, Marta Cortés, Eija Halkola, Tapio Seppänen, Susanna Pirttikangas
Emotional well-being in smart environments: an experiment with EEG. UbiComp/ISWC Adjunct (2020)
Jonna Häkkilä, Mikael Wiberg, Nils Johan Eira, Tapio Seppänen, Ilkka Juuso, Maija Mäkikalli, Katrin Wolf
Design Sensibilities - Designing for Cultural Sensitivity. NordiCHI (2020)
Liang Ye, Le Wang, Hany Ferdinando, Tapio Seppänen, Esko Alasaarela
A Video-Based DT-SVM School Violence Detecting Algorithm. Sensors 20 (7) (2020)
Weitong Chen, Changqing Zhu, Na Ren, Tapio Seppänen, Anja Keskinarkaus
Screen-Cam Robust and Blind Watermarking for Tile Satellite Images. IEEE Access 8 (2020)
Sanna Järvelä, Dragan Gasevic, Tapio Seppänen, Mykola Pechenizkiy, Paul A. Kirschner
Bridging learning sciences, machine learning and affective computing for understanding cognition and affect in collaborative learning. Br. J. Educ. Technol. 51 (6) (2020)
Jingang Shi, Iman Alikhani, Xiaobai Li, Zitong Yu, Tapio Seppänen, Guoying Zhao
Atrial Fibrillation Detection From Face Videos by Fusing Subtle Variations. IEEE Trans. Circuits Syst. Video Technol. 30 (8) (2020)
Liang Ye, Jifu Shi, Hany Ferdinando, Tapio Seppänen, Esko Alasaarela
A Multi-sensor School Violence Detecting Method Based on Improved Relief-F and D-S Algorithms. Mob. Networks Appl. 25 (5) (2020)
Vala Jeyhani, Matti Mäntysalo, Kai Noponen, Tapio Seppänen, Antti Vehkaoja
Effect of Different ECG Leads on Estimated R-R Intervals and Heart Rate Variability Parameters. EMBC (2019)
Zalan Rajna, Lauri Raitamaa, Timo Tuovinen, Janne Heikkilä, Vesa Kiviniemi, Tapio Seppänen
3D Multi-Resolution Optical Flow Analysis of Cardiovascular Pulse Propagation in Human Brain. IEEE Trans. Medical Imaging 38 (9) (2019)
Omid Noroozi, Iman Alikhani, Sanna Järvelä, Paul A. Kirschner, Ilkka Juuso, Tapio Seppänen
Multimodal data to design visual learning analytics for understanding regulation of learning. Comput. Hum. Behav. 100 (2019)
Muhterem Dindar, Iman Alikhani, Jonna Malmberg, Sanna Järvelä, Tapio Seppänen
Examining shared monitoring in collaborative learning: A case of a recurrence quantification analysis approach. Comput. Hum. Behav. 100 (2019)
Jonna Malmberg, Eetu Haataja, Tapio Seppänen, Sanna Järvelä
Are we together or not? The temporal interplay of monitoring, physiological arousal and physiological synchrony during a collaborative exam. Int. J. Comput. Support. Collab. Learn. 14 (4) (2019)
Tian Han, Jincheng Zhang, Zhu Zhang, Guobing Sun, Liang Ye, Hany Ferdinando, Esko Alasaarela, Tapio Seppänen, Xiaoyang Yu, Shuchang Yang
Emotion recognition and school violence detection from children speech. EURASIP J. Wirel. Commun. Netw. 2018 (2018)
Xiaobai Li, Iman Alikhani, Jingang Shi, Tapio Seppänen, Juhani Junttila, Kirsi Majamaa-Voltti, Mikko Tulppo, Guoying Zhao
The OBF Database: A Large Face Video Database for Remote Physiological Signal Measurement and Atrial Fibrillation Detection. FG (2018)
Liang Ye, Peng Wang, Le Wang, Hany Ferdinando, Tapio Seppänen, Esko Alasaarela
A Combined Motion-Audio School Bullying Detection Algorithm. Int. J. Pattern Recognit. Artif. Intell. 32 (12) (2018)
Liang Ye, Le Wang, Peng Wang, Hany Ferdinando, Tapio Seppänen, Esko Alasaarela
Physical Violence Detection with Movement Sensors. MLICOM (2018)
Jifu Shi, Liang Ye, Hany Ferdinando, Tapio Seppänen, Esko Alasaarela
A School Violence Detection Algorithm Based on a Single MEMS Sensor. CSPS (3) (2018)
Anu Pramila, Anja Keskinarkaus, Tapio Seppänen
Increasing the capturing angle in print-cam robust watermarking. J. Syst. Softw. 135 (2018)
Hany Ferdinando, Tapio Seppänen, Esko Alasaarela
Enhancing Emotion Recognition from ECG Signals using Supervised Dimensionality Reduction. ICPRAM (2017)
Iman Alikhani, Kai Noponen, Arto J. Hautala, Rahel Ammann, Tapio Seppänen
Spectral Data Fusion for Robust ECG-derived Respiration with Experiments in Different Physical Activity Levels. HEALTHINF (2017)
Anu Pramila, Anja Keskinarkaus, Valtteri Takala, Tapio Seppänen
Extracting watermarks from printouts captured with wide angles using computational photography. Multim. Tools Appl. 76 (15) (2017)
Iman Alikhani, Kai Noponen, Tapio Seppänen
Contribution of body movements on the heart rate variability during high intensity running. EMBC (2017)
Hany Ferdinando, Tapio Seppänen, Esko Alasaarela
Bivariate empirical mode decomposition for ECG-based biometric identification with emotional data. EMBC (2017)
Hany Ferdinando, Tapio Seppänen, Esko Alasaarela
Emotion Recognition Using Neighborhood Components Analysis and ECG/HRV-Based Features. ICPRAM (Revised Selected Papers) (2017)
Tiina M. Seppänen, Olli-Pekka Alho, Merja Vakkala, Seppo Alahuhta, Tapio Seppänen
Continuous Postoperative Respiratory Monitoring with Calibrated Respiratory Effort Belts: Pilot Study. BIOSTEC (Selected Papers) (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)
Tiina M. Seppänen, Olli-Pekka Alho, Merja Vakkala, Seppo Alahuhta, Tapio Seppänen
Respiratory Effort Belts in Postoperative Respiratory Monitoring: Pilot Study with Different Patients. HEALTHINF (2016)
Jukka Kortelainen, Eero Väyrynen, Usko Huuskonen, Jouko Laurila, Juha Koskenkari, Janne T. Backman, Seppo Alahuhta, Tapio Seppänen, Tero Ala-Kokko
Using Hilbert-Huang Transform to assess EEG slow wave activity during anesthesia in post-cardiac arrest patients. EMBC (2016)
Chu Luo, Angelos Fylakis, Juha Partala, Simon Klakegg, Jorge Gonçalves, Kaitai Liang, Tapio Seppänen, Vassilis Kostakos
A data hiding approach for sensitive smartphone data. UbiComp (2016)
Hany Ferdinando, Tapio Seppänen, Esko Alasaarela
Comparing features from ECG pattern and HRV analysis for emotion recognition system. CIBCB (2016)
Juha Partala, Angelos Fylakis, Anu Pramila, Anja Keskinarkaus, Tapio Seppänen
Improving Robustness of Biometric Identity Determination with Digital Watermarking. J. Electr. Comput. Eng. 2016 (2016)
Arto J. Hautala, Jaro Karppinen, Tapio Seppänen
Short-term assessment of autonomic nervous system as a potential tool to quantify pain experience. EMBC (2016)
Anja Keskinarkaus, Sami Huttunen, Antti Siipo, Jukka Holappa, Magda Laszlo, Ilkka Juuso, Eero Väyrynen, Janne Heikkilä, Matti Lehtihalmes, Tapio Seppänen, Seppo J. Laukka
MORE - a multimodal observation and analysis system for social interaction research. Multim. Tools Appl. 75 (11) (2016)
Angelos Fylakis, Anja Keskinarkaus, Vesa Kiviniemi, Tapio Seppänen
Temporally Synchronized Reversible Data Hiding of EEG to MREG. HEALTHINF (2016)
Angelos Fylakis, Anja Keskinarkaus, Vesa Kiviniemi, Tapio Seppänen
Reversible blind data hiding for verifying integrity and authenticating MRI and X-Ray images. ISMICT (2015)
Tiina M. Seppänen, Janne Kananen, Kai Noponen, Olli-Pekka Alho, Tapio Seppänen
Accurate measurement of respiratory airflow waveforms using depth data. EMBC (2015)
Tiina M. Seppänen, Olli-Pekka Alho, Tapio Seppänen
Concomitant dynamic changes in autonomic nervous system function and nasal airflow resistance during allergen provocation. EMBC (2015)
Jukka Kortelainen, Eero Väyrynen, Tapio Seppänen
High-Frequency Electroencephalographic Activity in Left Temporal Area Is Associated with Pleasant Emotion Induced by Video Clips. Comput. Intell. Neurosci. 2015 (2015)
Liang Ye, Hany Ferdinando, Tapio Seppänen, Tuija Huuki, Esko Alasaarela
An instance-based physical violence detection algorithm for school bullying prevention. IWCMC (2015)
Zalan Rajna, Anja Keskinarkaus, Vesa Kiviniemi, Tapio Seppänen
Speeding up the file access of large compressed NIfTI neuroimaging data. EMBC (2015)
Liang Ye, Hany Ferdinando, Tapio Seppänen, Esko Alasaarela
Physical Violence Detection for Preventing School Bullying. Adv. Artif. Intell. 2014 (2014)
Mariella Särestöniemi, Ville Niemelä, Matti Hämäläinen, Jari H. Iinatti, Niina Keränen, Timo Jämsä, Juha Partala, Tapio Seppänen, Jarmo Reponen
Receiver performance evaluation on IEEE 802.15.6 based WBAN for monitoring Parkinson's disease. ISMICT (2014)
Mika Haapala, Antti Rantanen, Aura Falck, Anja Tuulonen, Eero Väyrynen, Tapio Seppänen, Seppo J. Laukka
Voluntary Eye Movement Patterns while Viewing Müller-Lyer Illusion - A New Screening Method for Scotoma Patients. BIOSIGNALS (2013)
Tiina M. Seppänen, Olli-Pekka Alho, Tapio Seppänen
Dynamic Changes of Nasal Airflow Resistance During Provocation with Birch Pollen Allergen. BIOSTEC (Selected Papers) (2013)
Niina Keränen, Mariella Särestöniemi, Juha Partala, Matti Hämäläinen, Jarmo Reponen, Tapio Seppänen, Jari H. Iinatti, Timo Jämsä
IEEE802.15.6 -based multi-accelerometer WBAN system for monitoring Parkinson's disease. EMBC (2013)
Tiina M. Seppänen, Olli-Pekka Alho, Aleksi Laajala, Elina Rahkola, Tapio Seppänen
Continuous Nasal Airflow Resistance during Birch Pollen Provocation Test. BIOSIGNALS (2013)
Eero Väyrynen, Jukka Kortelainen, Tapio Seppänen
Classifier-Based Learning of Nonlinear Feature Manifold for Visualization of Emotional Speech Prosody. IEEE Trans. Affect. Comput. 4 (1) (2013)
Jukka Kortelainen, Tapio Seppänen
EEG-based recognition of video-induced emotions: Selecting subject-independent feature set. EMBC (2013)
Juha Partala, Niina Keränen, Mariella Särestöniemi, Matti Hämäläinen, Jari H. Iinatti, Timo Jämsä, Jarmo Reponen, Tapio Seppänen
Security threats against the transmission chain of a medical health monitoring system. Healthcom (2013)
Anthony W. Johnson, Ilkka Juuso, Tuomo Toljamo, Timo Mätäsaho, Lisa Lena Opas-Hänninen, Tapio Seppänen
The Digital Orationes Project: Interfacing a Restoration Manuscript. DH (2013)
Anja Keskinarkaus, Anu Pramila, Tapio Seppänen
Image watermarking with feature point based synchronization robust to print-scan attack. J. Vis. Commun. Image Represent. 23 (3) (2012)
Anu Pramila, Anja Keskinarkaus, Tapio Seppänen
Toward an interactive poster using digital watermarking and a mobile phone camera. Signal Image Video Process. 6 (2) (2012)
Lisa Lena Opas-Hänninen, Jacqueline Hettel, Tuomo Toljamo, Tapio Seppänen
'Eric, you do not humble well': The Image of the Modern Vampire in Text and on Screen. DH (2012)
Minna J. Silfverhuth, Heidi Hintsala, Jukka Kortelainen, Tapio Seppänen
Experimental comparison of connectivity measures with simulated EEG signals. Medical Biol. Eng. Comput. 50 (7) (2012)
Jukka Kortelainen, Suvi Tiinanen, Xiaohua Huang, Xiaobai Li, Seppo J. Laukka, Matti Pietikäinen, Tapio Seppänen
Multimodal emotion recognition by combining physiological signals and facial expressions: A preliminary study. EMBC (2012)
Kai Noponen, Tapio Seppänen
Optimal anisotropic lead scaling of multichannel ECG to reduce magnitude signal variability. BIBE (2012)
Jukka Kortelainen, Eero Väyrynen, Xiaofeng Jia, Tapio Seppänen, Nitish V. Thakor
EEG-based detection of awakening from isoflurane anesthesia in rats. EMBC (2012)
Eero Väyrynen, Juhani Toivanen, Tapio Seppänen
Classification of emotion in spoken Finnish using vowel-length segments: Increasing reliability with a fusion technique. Speech Commun. 53 (3) (2011)
Anu Pramila, Anja Keskinarkaus, Esa Rahtu, Tapio Seppänen
Watermark Recovery from a Dual Layer Hologram with a Digital Camera. SCIA (2011)
Suvi Tiinanen, Antti Matta, Minna J. Silfverhuth, Kalervo Suominen, Eira Jansson-Verkasalo, Tapio Seppänen
HRV and EEG based indicators of stress in children with asperger syndrome in audio-visual stimulus test. EMBC (2011)
Jukka Kortelainen, Eero Väyrynen, Tapio Seppänen
Depth of Anesthesia During Multidrug Infusion: Separating the Effects of Propofol and Remifentanil Using the Spectral Features of EEG. IEEE Trans. Biomed. Eng. 58 (5) (2011)
Ilkka Juuso, Lisa Lena Opas-Hänninen, Anthony W. Johnson, Tapio Seppänen
The Time Machine: Capturing Worlds across Time in Texts. DH (2011)
Anja Keskinarkaus, Anu Pramila, Tapio Seppänen
Image watermarking with a directed periodic pattern to embed multibit messages resilient to print-scan and compound attacks. J. Syst. Softw. 83 (10) (2010)
Lisa Lena Opas-Hänninen, Ilkka Juuso, William A. Kretzschmar Jr., Tapio Seppänen
LAP, LICHEN, and DASS - Experiences combining data and tools. DH (2010)
Anu Pramila, Anja Keskinarkaus, Tapio Seppänen
Reading Watermarks from Printed Binary Images with a Camera Phone. IWDW (2009)
Kai Noponen, Jukka Kortelainen, Tapio Seppänen
Invariant trajectory classification of dynamical systems with a case study on ECG. Pattern Recognit. 42 (9) (2009)
Nedeljko Cvejic, Tapio Seppänen, Simon J. Godsill
A Nonreference Image Fusion Metric Based on the Regional Importance Measure. IEEE J. Sel. Top. Signal Process. 3 (2) (2009)
Juha Partala, Tapio Seppänen
On the conjugacy search problem and left conjugacy closed loops. Appl. Algebra Eng. Commun. Comput. 19 (4) (2008)
Suvi Tiinanen, Mikko Tulppo, Tapio Seppänen
Reducing the Effect of Respiration in Baroreflex Sensitivity Estimation With Adaptive Filtering. IEEE Trans. Biomed. Eng. 55 (1) (2008)
Anu Pramila, Anja Keskinarkaus, Tapio Seppänen
Multiple Domain Watermarking for Print-Scan and JPEG Resilient Data Hiding. IWDW (2007)
Pertti Alvar Väyrynen, Kai Noponen, Tapio Seppänen
Analysing performance in a word prediction system with multiple prediction methods. Comput. Speech Lang. 21 (3) (2007)
Nedeljko Cvejic, Tapio Seppänen
Improved resistance against time desynchronization attacks in multibit audiowatermarking. ISSPA (2007)
Mika Rautiainen, Tapio Seppänen, Timo Ojala
Advancing Content-Based Retrieval Effectiveness with Cluster-Temporal Browsing in Multilingual Video Databases. ICME (2006)
Anja Keskinarkaus, Anu Pramila, Tapio Seppänen, Jaakko J. Sauvola
Wavelet Domain Print-Scan and JPEG Resilient Data Hiding Method. IWDW (2006)
Miika Koskinen, Seppo Mustola, Tapio Seppänen
Forecasting the Unresponsiveness to Verbal Command on the Basis of EEG Frequency Progression During Anesthetic Induction With Propofol. IEEE Trans. Biomed. Eng. 53 (10) (2006)
Mikko Löytynoja, Timo Koskela, Marko Brockman, Tapio Seppänen
Mobile DRM-Enabled Multimedia Platform for Peer-to-Peer Applications. ISM (2006)
Miika Koskinen, Tapio Seppänen, Shanbao Tong, Seppo Mustola, Nitish V. Thakor
Monotonicity of approximate entropy during transition from awareness to unresponsiveness due to propofol anesthetic induction. IEEE Trans. Biomed. Eng. 53 (4) (2006)
Mika Rautiainen, Tapio Seppänen, Timo Ojala
On the significance of cluster-temporal browsing for generic video retrieval: a statistical analysis. ACM Multimedia (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tapio Seppänen