Personal information

image analyses, machine learning, artificial intelligence, robotics
Finland

Activities

Employment (5)

Centria University of Applied Sciences: YLIVIESKA, FI

2022-06-01 to present | Research and development manager
Employment
Source: Self-asserted source
Tomi Pitkäaho

Centria University of Applied Sciences: Kokkola, FI

2020-01-01 to 2022-05-31 | Senior Research Scientist
Employment
Source: Self-asserted source
Tomi Pitkäaho

National University of Ireland Maynooth: Maynooth, County Kildare, IE

2019-09-01 to 2019-12-31 | Postdoctoral researcher (Department of Computer Science)
Employment
Source: Self-asserted source
Tomi Pitkäaho

National University of Ireland Maynooth: Maynooth, IE

2014-09-01 to 2019-08-31 | PhD student (Department of Computer Science)
Employment
Source: Self-asserted source
Tomi Pitkäaho

University of Oulu: Oulu, FI

2006-08 to 2014-09 | researcher, project manager (Oulu Southern institute)
Employment
Source: Self-asserted source
Tomi Pitkäaho

Education and qualifications (3)

National University of Ireland, Maynooth: Maynooth, Kildare, IE

2014-09-01 to 2019-08-31 | Doctor of Philosophy (Department of Computer Science)
Education
Source: Self-asserted source
Tomi Pitkäaho

University of Oulu: Oulu, FI

2008 | M.Sc. (Department of Information Processing Science)
Education
Source: Self-asserted source
Tomi Pitkäaho

School of Health and Sports, Kajaani Polytechnic: Kajaani, FI

2001 | Bachelor of Health care
Education
Source: Self-asserted source
Tomi Pitkäaho

Funding (1)

Morphological signature establishment of tumour cells with the use of digital holographic microscopy

2014-01-01 to present | Grant
Irish Research Council (Dublin, IE)
GRANT_NUMBER: 7516165
Source: Self-asserted source
Tomi Pitkäaho via DimensionsWizard

Works (35)

A Cross-Platform-Multi-user Virtual Training Environment for Waterproofing

2024 | Book chapter
Contributors: Tero Kaarlela; Tomi Pitkäaho; Sami Salo
Source: check_circle
Crossref

Robotised disassembly of electric vehicle batteries: A systematic literature review

Journal of Manufacturing Systems
2024-06 | Journal article
Contributors: Tero Kaarlela; Enrico Villagrossi; Alireza Rastegarpanah; Alberto San-Miguel-Tello; Tomi Pitkäaho
Source: check_circle
Crossref

Technology Modules Providing Solutions for Agile Manufacturing

Machines
2023-09-01 | Journal article
Contributors: Miha Deniša; Aleš Ude; Mihael Simonič; Tero Kaarlela; Tomi Pitkäaho; Sakari Pieskä; Janis Arents; Janis Judvaitis; Kaspars Ozols; Levente Raj et al.
Source: check_circle
Crossref

Towards Metaverse: Utilizing Extended Reality and Digital Twins to Control Robotic Systems

Actuators
2023-05-24 | Journal article | Author
Part of ISSN: 2076-0825
Contributors: Tero Kaarlela; Tomi Pitkäaho; Sakari Pieskä; Paulo Padrao; Leonardo Bobadilla; Matti Tikanmäki; Timo Haavisto; Víctor Blanco Bataller; Niko Laivuori; Mika Luimula
Source: Self-asserted source
Tomi Pitkäaho
grade
Preferred source (of 2)‎

Digital Twins Utilizing XR-Technology as Robotic Training Tools

Machines
2022-12-22 | Journal article | Author
Part of ISSN: 2075-1702
Contributors: Tero Kaarlela; Paulo Padrao; Tomi Pitkäaho; Sakari Pieskä; Leonardo Bobadilla
Source: Self-asserted source
Tomi Pitkäaho
grade
Preferred source (of 2)‎

Common Educational Teleoperation Platform for Robotics Utilizing Digital Twins

Machines
2022-07-18 | Journal article | Author
Part of ISSN: 2075-1702
Contributors: Tero Kaarlela; Halldor Arnarson; Tomi Pitkäaho; Beibei Shu; Bjørn Solvang; Sakari Pieskä
Source: Self-asserted source
Tomi Pitkäaho
grade
Preferred source (of 2)‎

Robot cell digital twins as a tool for remote collaboration between organizations

2022 IEEE/SICE International Symposium on System Integration (SII)
2022-01-09 | Conference paper
Contributors: Tero Kaarlela; Sakari Pieska; Tomi Pitkaaho; Wei Deng Solvang; Beibei Shu; Halldor Arnarson; Bjorn Solvang
Source: Self-asserted source
Tomi Pitkäaho

Indoor positioning, artificial intelligence and digital twins for enhanced robotics safety

IFAC-PapersOnLine
2021 | Journal article
Part of ISSN: 2405-8963
Contributors: Tomi Pitkäaho; Tero Kaarlela; Sakari Pieskä; Sami Sarlin
Source: Self-asserted source
Tomi Pitkäaho

Technical Maturity for Industrial Deployment of Robot Demonstrators

2021 20th International Conference on Advanced Robotics (ICAR)
2021-12-06 | Conference paper
Contributors: Asad Tirmizi; Morteza Dianatfar; Minna Lanz; Roel Pieters; Tomi Pitkaaho; Tero Kaarlela; Sakari Pieska; Niki Kousi; Adamantia Zoga; Veikko Valjus et al.
Source: Self-asserted source
Tomi Pitkäaho

Digital Twin and Virtual Reality for Safety Training

2020 11th IEEE International Conference on Cognitive Infocommunications (CogInfoCom)
2020-09-23 | Conference paper
Source: Self-asserted source
Tomi Pitkäaho

Multilayered Dynamic Safety for High-Payload Collaborative Robotic Applications

2020 3rd International Symposium on Small-scale Intelligent Manufacturing Systems (SIMS)
2020-06 | Conference paper
Part of ISBN: 9781728164199
Source: Self-asserted source
Tomi Pitkäaho

Digital hologram reconstruction segmentation using a convolutional neural network

Digital Holography and Three-Dimensional Imaging 2019
2019 | Conference paper
Source: Self-asserted source
Tomi Pitkäaho
grade
Preferred source (of 3)‎

Focus prediction in digital holographic microscopy using deep convolutional neural networks

Applied Optics
2019-02-10 | Journal article
Part of ISSN: 1559-128X
Part of ISSN: 2155-3165
Source: Self-asserted source
Tomi Pitkäaho

Classification of Digital Holograms with Deep Learning and Hand-Crafted Features

Imaging and Applied Optics 2018 (3D, AO, AIO, COSI, DH, IS, LACSEA, LS&C, MATH, pcAOP)
2018 | Conference paper
Source: Self-asserted source
Tomi Pitkäaho
grade
Preferred source (of 3)‎

Principal component analysis on time-lapse captured digital holograms of cell clusters

Biophotonics Congress: Biomedical Optics Congress 2018 (Microscopy/Translational/Brain/OTS)
2018 | Conference paper
Source: Self-asserted source
Tomi Pitkäaho
grade
Preferred source (of 4)‎

Space-variant video compression and processing in digital holographic microscopy sensor networks with application to potable water monitoring

Applied Optics
2018-08-01 | Journal article
Part of ISSN: 1559-128X
Part of ISSN: 2155-3165
Source: Self-asserted source
Tomi Pitkäaho

HER2 challenge contest: a detailed assessment of automated HER2 scoring algorithms in whole slide images of breast cancer tissues

Histopathology
2017-10 | Journal article
Contributors: Talha Qaiser; Abhik Mukherjee; Chaitanya Reddy PB; Sai D Munugoti; Vamsi Tallam; Tomi Pitkäaho; Taina Lehtimäki; Thomas Naughton; Matt Berseth; Aníbal Pedraza et al.
Source: Self-asserted source
Tomi Pitkäaho via Crossref Metadata Search

Focus classification in digital holographic microscopy using deep convolutional neural networks

Advances in Microscopic Imaging
2017-07 | Conference paper
Contributors: Tomi Pitkäaho; Aki Manninen; Thomas J. Naughton; Emmanuel Beaurepaire; Francesco S. Pavone; Peter T. C. So
Source: Self-asserted source
Tomi Pitkäaho via Crossref Metadata Search

Digital Holographic Microscopy in Remote Potable Water Monitoring

Digital Holography and Three-Dimensional Imaging
2016 | Conference paper
Contributors: Tomi Pitkäaho; Ville Pitkäkangas; Mikko Niemelä; Sudheesh K. Rajput; Naveen K. Nishchal; Thomas J. Naughton
Source: Self-asserted source
Tomi Pitkäaho via Crossref Metadata Search

Monitoring MDCK cell vesicles by digital holographic microscopy and image processing

Imaging and Applied Optics 2016
2016 | Conference paper
Contributors: Tomi Pitkäaho; Aki Manninen; Thomas J. Naughton
Source: Self-asserted source
Tomi Pitkäaho via Crossref Metadata Search

Performance of Autofocus Capability of Deep Convolutional Neural Networks in Digital Holographic Microscopy

Digital Holography and Three-Dimensional Imaging
2016 | Conference paper
Contributors: Tomi Pitkäaho; Aki Manninen; Thomas J. Naughton
Source: Self-asserted source
Tomi Pitkäaho via Crossref Metadata Search

Speckle Noise Reduction in Michelson Digital Holography Using Known or Unknown Reference Linear Phases and Image Processing

Fringe 2013
2014 | Other
Contributors: Tomi Pitkäaho; Thomas J. Naughton
Source: Self-asserted source
Tomi Pitkäaho via Crossref Metadata Search

Partially coherent digital in-line holographic microscopy in characterization of a microscopic target

Applied Optics
2014-05 | Journal article
Contributors: Tomi Pitkäaho; Mikko Niemelä; Ville Pitkäkangas
Source: Self-asserted source
Tomi Pitkäaho via Crossref Metadata Search

Plug-and-play mechanism for plain transducers with wired digital interfaces attached to wireless sensor network nodes

International Journal of Sensor Networks
2013 | Journal article
Part of ISSN: 1748-1279
Part of ISSN: 1748-1287
Source: Self-asserted source
Tomi Pitkäaho
grade
Preferred source (of 3)‎

Wireless sensor glove interface and its application in digital holography

2013 IEEE 4th International Conference on Cognitive Infocommunications (CogInfoCom)
2013 | Conference paper
Contributors: Konstantin Mikhaylov; Tomi Pitkaaho; Jouni Tervonen; Mikko Niemela
Source: Self-asserted source
Tomi Pitkäaho via Crossref Metadata Search

Real-Time Three-Dimensional Visualization of Escherichia Coli using Digital Holographic Microscope

International Conference on Fibre Optics and Photonics
2012 | Conference paper
Contributors: Naveen K. Nishchal; Tomi Pitkaaho; Sandhana Krishnan; Aki Manninen
Source: Self-asserted source
Tomi Pitkäaho via Crossref Metadata Search

Calculating depth maps from digital holograms using stereo disparity

Optics Letters
2011-05 | Journal article
Contributors: Tomi Pitkäaho; Thomas J. Naughton
Source: Self-asserted source
Tomi Pitkäaho via Crossref Metadata Search

Presentation and Perception of Digital Hologram Reconstructions of Real-World Objects on Conventional Stereoscopic Displays

Information Optics and Photonics
2010 | Other
Contributors: R. Näsänen; T. M. Lehtimäki; T. Pitkäaho; T. J. Naughton
Source: Self-asserted source
Tomi Pitkäaho via Crossref Metadata Search

Digital Fresnel hologram watermarking

2010 9th Euro-American Workshop on Information Optics
2010-07 | Conference paper
Contributors: Naveen K. Nishchal; Tomi Pitkaaho; Thomas J. Naughton
Source: Self-asserted source
Tomi Pitkäaho via Crossref Metadata Search

Evaluation of perceived quality attributes of digital holograms viewed with a stereoscopic display

2010 9th Euro-American Workshop on Information Optics
2010-07 | Conference paper
Contributors: Taina M. Lehtimaki; Kirsti Saaskilahti; Tomi Pitkaaho; Thomas J. Naughton
Source: Self-asserted source
Tomi Pitkäaho via Crossref Metadata Search

Numerical reconstruction of digital holograms for conventional 3D display

2010 9th Euro-American Workshop on Information Optics
2010-07 | Conference paper
Contributors: Tomi Pitkaaho; Thomas J. Naughton
Source: Self-asserted source
Tomi Pitkäaho via Crossref Metadata Search

RFID and Wireless Sensor and Actuator Networks in Advanced Production Applications

Solid State Phenomena
2010-06 | Journal article
Contributors: Jouni Tervonen; Mika Luimula; Sakari Pieskä; Tomi Pitkäaho; Juha Alaspää
Source: Self-asserted source
Tomi Pitkäaho via Crossref Metadata Search

Comparing numerical error and visual quality in reconstructions from compressed digital holograms

Three-Dimensional Imaging, Visualization, and Display 2010 and Display Technologies and Applications for Defense, Security, and Avionics IV
2010-04 | Conference paper
Contributors: Taina M. Lehtimäki; Kirsti Sääskilahti; Tomi Pitkäaho; Thomas J. Naughton; Bahram Javidi; Jung-Young Son; John T. Thomas; Daniel D. Desjardins
Source: Self-asserted source
Tomi Pitkäaho via Crossref Metadata Search

Using disparity in digital holograms for three-dimensional object segmentation

Three-Dimensional Imaging, Visualization, and Display 2010 and Display Technologies and Applications for Defense, Security, and Avionics IV
2010-04 | Conference paper
Contributors: Tomi Pitkäaho; Thomas J. Naughton; Bahram Javidi; Jung-Young Son; John T. Thomas; Daniel D. Desjardins
Source: Self-asserted source
Tomi Pitkäaho via Crossref Metadata Search

Stereo vision based approach for extracting features from digital holograms

Fringe 2009
2009 | Other
Contributors: Tomi Pitkäaho; Thomas J. Naughton
Source: Self-asserted source
Tomi Pitkäaho via Crossref Metadata Search