Heikki Huttunen

ORCID

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 72

Top Venues

Publications

Lei Pan, Yan Zhang, Yi Zhou, Heikki Huttunen, Shuvra S. Bhattacharyya
Multi-Objective Design Optimization for Image Classification Using Elastic Neural Networks. CISS (2023)
Jukka Peltomäki, Farid Alijani, Jussi Puura, Heikki Huttunen, Esa Rahtu, Joni-Kristian Kämäräinen
LiDAR Place Recognition Evaluation with the Oxford Radar RobotCar Dataset Revised. SCIA (1) (2023)
Farid Alijani, Jukka Peltomäki, Jussi Puura, Heikki Huttunen, Joni-Kristian Kämäräinen, Esa Rahtu
Long-term Visual Place Recognition. ICPR (2022)
Jalmari Tuominen, Francesco Lomio, Niku Oksala, Ari Palomäki, Jaakko Peltonen, Heikki Huttunen, Antti Roine
Forecasting daily emergency department arrivals using high-dimensional multivariate data: a feature selection approach. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Farid Alijani, Jukka Peltomäki, Jussi Puura, Heikki Huttunen, Joni-Kristian Kämäräinen, Esa Rahtu
Evaluation of RGB and LiDAR Combination for Robust Place Recognition. VISIGRAPP (5: VISAPP) (2022)
Farid Alijani, Jukka Peltomäki, Jussi Puura, Heikki Huttunen, Joni-Kristian Kämäräinen, Esa Rahtu
Evaluation of Long-term Deep Visual Place Recognition. VISIGRAPP (5: VISAPP) (2022)
Bishwo Adhikari, Xingyang Ni, Esa Rahtu, Heikki Huttunen
Towards a Real-Time Facial Analysis System. CoRR (2021)
Saeed Bakhshi Germi, Esa Rahtu, Heikki Huttunen
Selective Probabilistic Classifier Based on Hypothesis Testing. EUVIP (2021)
Bishwo Adhikari, Jukka Peltomäki, Saeed Bakhshi Germi, Esa Rahtu, Heikki Huttunen
Effect of Label Noise on Robustness of Deep Neural Network Object Detectors. SAFECOMP Workshops (2021)
Saeed Bakhshi Germi, Esa Rahtu, Heikki Huttunen
Selective Probabilistic Classifier Based on Hypothesis Testing. CoRR (2021)
Jukka Peltomäki, Farid Alijani, Jussi Puura, Heikki Huttunen, Esa Rahtu, Joni-Kristian Kämäräinen
Evaluation of Long-term LiDAR Place Recognition. IROS (2021)
Bishwo Adhikari, Esa Rahtu, Heikki Huttunen
Sample Selection for Efficient Image Annotation. EUVIP (2021)
Xingyang Ni, Heikki Huttunen, Esa Rahtu
On the Importance of Encrypting Deep Features. CoRR (2021)
Xingyang Ni, Heikki Huttunen, Esa Rahtu
On the Importance of Encrypting Deep Features. ICCVW (2021)
Bishwo Adhikari, Esa Rahtu, Heikki Huttunen
Sample selection for efficient image annotation. CoRR (2021)
Xingyang Ni, Heikki Huttunen
Vehicle Attribute Recognition by Appearance: Computer Vision Methods for Vehicle Type, Make and Model Classification. J. Signal Process. Syst. 93 (4) (2021)
Bishwo Adhikari, Xingyang Ni, Esa Rahtu, Heikki Huttunen
Towards a Real-Time Facial Analysis System. MMSP (2021)
Yi Zhou, Heikki Huttunen, Tapio Elomaa
using multiple losses for accurate facial age estimation. CoRR (2021)
Francesco Lomio, Diego Martínez Baselga, Sergio Moreschini, Heikki Huttunen, Davide Taibi
RARE: a labeled dataset for cloud-native memory anomalies. MaLTeSQuE@ESEC/SIGSOFT FSE (2020)
Bishwo Adhikari, Heikki Huttunen
Iterative Bounding Box Annotation for Object Detection. CoRR (2020)
Han He, Xiaochen Chen, Adnan Mehmood, Leevi Raivio, Heikki Huttunen, Pasi Raumonen, Johanna Virkki
ClothFace: A Batteryless RFID-Based Textile Platform for Handwriting Recognition. Sensors 20 (17) (2020)
Jukka Yrjänäinen, Xingyang Ni, Bishwo Adhikari, Heikki Huttunen
Privacy-Aware Edge Computing System For People Tracking. ICIP (2020)
Xingyang Ni, Liang Fang, Heikki Huttunen
Adaptive L2 Regularization in Person Re-Identification. ICPR (2020)
Xingyang Ni, Liang Fang, Heikki Huttunen
AdaptiveReID: Adaptive L2 Regularization in Person Re-Identification. CoRR (2020)
Valentina Lenarduzzi, Francesco Lomio, Heikki Huttunen, Davide Taibi
Are SonarQube Rules Inducing Bugs? SANER (2020)
Xingyang Ni, Heikki Huttunen
Vehicle Attribute Recognition by Appearance: Computer Vision Methods for Vehicle Type, Make and Model Classification. CoRR (2020)
Jukka Peltomäki, Xingyang Ni, Jussi Puura, Joni-Kristian Kämäräinen, Heikki Huttunen
Loop-closure detection by LiDAR scan re-identification. ICPR (2020)
Leevi Raivio, Han He, Johanna Virkki, Heikki Huttunen
Handwritten Character Recognition from Wearable Passive RFID. CoRR (2020)
Bishwo Adhikari, Heikki Huttunen
Iterative Bounding Box Annotation for Object Detection. ICPR (2020)
Lin Li, Carlo Sau, Tiziana Fanni, Jingui Li, Timo Viitanen, François Christophe, Francesca Palumbo, Luigi Raffo, Heikki Huttunen, Jarmo Takala, Shuvra S. Bhattacharyya
An integrated hardware/software design methodology for signal processing systems. J. Syst. Archit. 93 (2019)
Erjon Skenderi, Ekaterina Olshannikova, Thomas Olsson, Jukka Huhtamäki, Sami Koivunen, Peng Yao, Heikki Huttunen
Investigation of Egocentric Social Structures for Diversity-Enhancing Followee Recommendations. UMAP (Adjunct Publication) (2019)
Francesco Lomio, Erjon Skenderi, Damoon Mohamadi, Jussi Collin, Reza Ghabcheloo, Heikki Huttunen
Surface Type Classification for Autonomous Robot Indoor Navigation. CoRR (2019)
Heikki Huttunen, Ke Chen, Zhaoxiang Zhang
Guest Editorial: Special Issue on Machine Learning Implementations. J. Signal Process. Syst. 91 (2) (2019)
Mir Khan, Henri Lunnikivi, Heikki Huttunen, Jani Boutellier
Comparing Optimization Methods of Neural Networks for Real-time Inference. EUSIPCO (2019)
Ke Chen, Kui Jia, Heikki Huttunen, Jiri Matas, Joni-Kristian Kämäräinen
Cumulative attribute space regression for head pose estimation and color constancy. Pattern Recognit. 87 (2019)
Valentina Lenarduzzi, Francesco Lomio, Davide Taibi, Heikki Huttunen
On the Fault Proneness of SonarQube Technical Debt Violations: A comparison of eight Machine Learning Techniques. CoRR (2019)
Syeda Sakira Hassan, Heikki Huttunen, Jari Niemi, Jussi Tohka
Bayesian receiver operating characteristic metric for linear classifiers. Pattern Recognit. Lett. 128 (2019)
Jukka Peltomäki, Mengyang Chen, Heikki Huttunen
Semantic segmentation with inexpensive simulated data. NORCAS (2019)
Yi Zhou, Yue Bai, Shuvra S. Bhattacharyya, Heikki Huttunen
Elastic Neural Networks for Classification. AICAS (2019)
Syeda Sakira Hassan, Heikki Huttunen, Jari Niemi, Jussi Tohka
Bayesian Receiver Operating Characteristic Metric for Linear Classifiers. CoRR (2019)
Chia-Hung Lin, Yu-Chien Lin, Yue Bai, Wei-Ho Chung, Ta-Sung Lee, Heikki Huttunen
DL-CFAR: A Novel CFAR Target Detection Method Based on Deep Learning. VTC Fall (2019)
Oguzhan Gencoglu, Mark J. van Gils, Esin Guldogan, Chamin Morikawa, Mehmet Süzen, Mathias Gruber, Jussi Leinonen, Heikki Huttunen
HARK Side of Deep Learning - From Grad Student Descent to Automated Machine Learning. CoRR (2019)
Yue Bai, Shuvra S. Bhattacharyya, Antti P. Happonen, Heikki Huttunen
Elastic Neural Networks: A Scalable Framework for Embedded Computer Vision. EUSIPCO (2018)
Shayan Gharib, Honain Derrar, Daisuke Niizumi, Tuukka Senttula, Janne Tommola, Toni Heittola, Tuomas Virtanen, Heikki Huttunen
Acoustic Scene Classification: a Competition Review. MLSP (2018)
Mir Khan, Heikki Huttunen, Jani Boutellier
Binarized Convolutional Neural Networks for Efficient Inference on GPUs. CoRR (2018)
Bishwo Adhikari, Jukka Peltomäki, Jussi Puura, Heikki Huttunen
Faster Bounding Box Annotation for Object Detection in Indoor Scenes. CoRR (2018)
Janne Tommola, Pedram Ghazi, Bishwo Adhikari, Heikki Huttunen
Real Time System for Facial Analysis. CoRR (2018)
Yue Bai, Shuvra S. Bhattacharyya, Antti P. Happonen, Heikki Huttunen
Elastic Neural Networks: A Scalable Framework for Embedded Computer Vision. CoRR (2018)
Pedram Ghazi, Antti P. Happonen, Jani Boutellier, Heikki Huttunen
Embedded Implementation of a Deep Learning Smile Detector. EUVIP (2018)
Mir Khan, Heikki Huttunen, Jani Boutellier
Binarized Convolutional Neural Networks for Efficient Inference on GPUs. EUSIPCO (2018)
Pedram Ghazi, Antti P. Happonen, Jani Boutellier, Heikki Huttunen
Embedded Implementation of a Deep Learning Smile Detector. CoRR (2018)
Shayan Gharib, Honain Derrar, Daisuke Niizumi, Tuukka Senttula, Janne Tommola, Toni Heittola, Tuomas Virtanen, Heikki Huttunen
Acoustic Scene Classification: A Competition Review. CoRR (2018)
Francesco Lomio, Ricardo Farinha, Mauri Laasonen, Heikki Huttunen
Classification of Building Information Model (BIM) Structures with Deep Learning. CoRR (2018)
Jani Boutellier, Jiahao Wu, Heikki Huttunen, Shuvra S. Bhattacharyya
PRUNE: Dynamic and Decidable Dataflow for Signal Processing on Heterogeneous Platforms. IEEE Trans. Signal Process. 66 (3) (2018)
Jani Boutellier, Jiahao Wu, Heikki Huttunen, Shuvra S. Bhattacharyya
PRUNE: Dynamic and Decidable Dataflow for Signal Processing on Heterogeneous Platforms. CoRR (2018)
Bishwo Adhikari, Jukka Peltomäki, Jussi Puura, Heikki Huttunen
Faster Bounding Box Annotation for Object Detection in Indoor Scenes. EUVIP (2018)
Yi Zhou, Yue Bai, Shuvra S. Bhattacharyya, Heikki Huttunen
Elastic Neural Networks for Classification. CoRR (2018)
Francesco Lomio, Ricardo Farinha, Mauri Laasonen, Heikki Huttunen
Classification of Building Information Model (BIM) Structures with Deep Learning. EUVIP (2018)
Emre Çakir, Giambattista Parascandolo, Toni Heittola, Heikki Huttunen, Tuomas Virtanen
Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection. CoRR (2017)
Tiziana Fanni, Lin Li, Timo Viitanen, Carlo Sau, Renjie Xie, Francesca Palumbo, Luigi Raffo, Heikki Huttunen, Jarmo Takala, Shuvra S. Bhattacharyya
Hardware design methodology using lightweight dataflow and its integration with low power techniques. J. Syst. Archit. 78 (2017)
Emre Çakir, Giambattista Parascandolo, Toni Heittola, Heikki Huttunen, Tuomas Virtanen
Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection. IEEE ACM Trans. Audio Speech Lang. Process. 25 (6) (2017)
Ville V. Lehtola, Heikki Huttunen, François Christophe, Tommi Mikkonen
Evaluation of Visual Tracking Algorithms for Embedded Devices. SCIA (1) (2017)
Lin Li, Tiziana Fanni, Timo Viitanen, Renjie Xie, Francesca Palumbo, Luigi Raffo, Heikki Huttunen, Jarmo Takala, Shuvra S. Bhattacharyya
Low power design methodology for signal processing systems using lightweight dataflow techniques. DASIP (2016)
Jussi Tohka, Elaheh Moradi, Heikki Huttunen
Comparison of Feature Selection Techniques in Machine Learning for Anatomical Brain MRI in Dementia. Neuroinformatics 14 (3) (2016)
Renjie Xie, Heikki Huttunen, Shuoxin Lin, Shuvra S. Bhattacharyya, Jarmo Takala
Resource-constrained implementation and optimization of a deep neural network for vehicle classification. EUSIPCO (2016)
Giambattista Parascandolo, Heikki Huttunen, Tuomas Virtanen
Recurrent neural networks for polyphonic sound event detection in real life recordings. ICASSP (2016)
Giambattista Parascandolo, Heikki Huttunen, Tuomas Virtanen
Recurrent Neural Networks for Polyphonic Sound Event Detection in Real Life Recordings. CoRR (2016)
Kaisa Liimatainen, Pekka Ruusuvuori, Leena Latonen, Heikki Huttunen
Supervised method for cell counting from bright field focus stacks. ISBI (2016)
Heikki Huttunen, Fatemeh Shokrollahi Yancheshmeh, Ke Chen
Car type recognition with Deep Neural Networks. Intelligent Vehicles Symposium (2016)
Mizuki Murayama, Daisuke Oguro, Hisakazu Kikuchi, Heikki Huttunen, Yo-Sung Ho, Jaeho Shin
Color-distribution similarity by information theoretic divergence for color images. APSIPA (2016)
Andrei Cramariuc, Heikki Huttunen, Elena Simona Lohan
Clustering benefits in mobile-centric WiFi positioning in multi-floor buildings. ICL-GNSS (2016)
Heikki Huttunen, Fatemeh Shokrollahi Yancheshmeh, Ke Chen
Car Type Recognition with Deep Neural Networks. CoRR (2016)
Elaheh Moradi, Antonietta Pepe, Christian Gaser, Heikki Huttunen, Jussi Tohka
Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects. NeuroImage 104 (2015)
Tuomas Tikkanen, Pekka Ruusuvuori, Leena Latonen, Heikki Huttunen
Training based cell detection from bright-field microscope images. ISPA (2015)
Heikki Huttunen, Ke Chen, Abhishek Thakur, Artus Krohn-Grimberghe, Oguzhan Gencoglu, Xingyang Ni, Mohammed Al-Musawi, Lei Xu, Hendrik Jacob van Veen
Computer Vision for Head Pose Estimation: Review of a Competition. SCIA (2015)
Heikki Huttunen, Jussi Tohka
Model selection for linear classifiers using Bayesian error estimation. Pattern Recognit. 48 (11) (2015)
Emre Cakir, Toni Heittola, Heikki Huttunen, Tuomas Virtanen
Multi-label vs. combined single-label sound event detection with deep neural networks. EUSIPCO (2015)
Emre Cakir, Toni Heittola, Heikki Huttunen, Tuomas Virtanen
Polyphonic sound event detection using multi label deep neural networks. IJCNN (2015)
Oguzhan Gencoglu, Tuomas Virtanen, Heikki Huttunen
Recognition of acoustic events using deep neural networks. EUSIPCO (2014)
Forrest Briggs, Yonghong Huang, Raviv Raich, Konstantinos Eftaxias, Zhong Lei, William Cukierski, Sarah Frey Hadley, Adam Hadley, Matthew Betts, Xiaoli Z. Fern, Jed Irvine, Lawrence Neal, Anil Thomas, Gábor Fodor, Grigorios Tsoumakas, Hong Wei Ng, Thi Ngoc Tho Nguyen, Heikki Huttunen, Pekka Ruusuvuori, Tapio Manninen, Aleksandr Diment, Tuomas Virtanen, Julien Marzat, Joseph Defretin, Dave Callender, Chris Hurlburt, Ken Larrey, Maxim Milakov
The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment. MLSP (2013)
Heikki Huttunen, Tapio Manninen, Jussi Tohka
Bayesian error estimation and model selection in sparse logistic regression. MLSP (2013)
Syeda Hassan, Muhammad Farhan, Rahul Mangayil, Heikki Huttunen, Tommi Aho
Bioprocess data mining using regularized regression and random forests. BMC Syst. Biol. 7 (S-1) (2013)
Hisakazu Kikuchi, S. Kataoka, Shogo Muramatsu, Heikki Huttunen
Color-tone similarity of digital images. ICIP (2013)
Heikki Huttunen, Tapio Manninen, Jukka-Pekka Kauppi, Jussi Tohka
Mind reading with regularized multinomial logistic regression. Mach. Vis. Appl. 24 (6) (2013)
Heikki Huttunen, Hannu Oinonen, Jyrki Selinummi, Pekka Ruusuvuori, Ville Voipio
Polynomial pulp fiber modeling. EUSIPCO (2012)
Pekka Ruusuvuori, Tapio Manninen, Heikki Huttunen
Image segmentation using sparse logistic regression with spatial prior. EUSIPCO (2012)
Hisakazu Kikuchi, Heikki Huttunen, Junghyeun Hwang, Masahiro Yukawa, Shogo Muramatsu, Jaeho Shin
Color-tone similarity on digital images. APSIPA (2012)
Heikki Huttunen, Timo Erkkilä, Pekka Ruusuvuori, Tapio Manninen
The eighth annual MLSP competition: Second place team. MLSP (2012)
Jarno Mäkelä, Heikki Huttunen, Meenakshisundaram Kandhavelu, Olli Yli-Harja, Andre S. Ribeiro
. Bioinform. 27 (19) (2011)
Tapio Manninen, Risto Rönkkä, Heikki Huttunen
Point Pattern Matching for 2-D Point Sets with Regular Structure. SCIA (2011)
Heikki Huttunen, Jari-Pekka Ryynänen, Heikki Forsvik, Ville Voipio, Hisakazu Kikuchi
Kernel Fisher Discriminant and Elliptic Shape Model for Automatic Measurement of Allergic Reactions. SCIA (2011)
Jukka-Pekka Kauppi, Heikki Huttunen, Heikki Korkala, Iiro P. Jääskeläinen, Mikko Sams, Jussi Tohka
Face Prediction from fMRI Data during Movie Stimulus: Strategies for Feature Selection. ICANN (2) (2011)
Hannu Oinonen, Heikki Forsvik, Pekka Ruusuvuori, Olli Yli-Harja, Ville Voipio, Heikki Huttunen
Identity verification based on vessel matching from fundus images. ICIP (2010)
Pekka Ruusuvuori, Antti Lehmussola, Jyrki Selinummi, Tiina Rajala, Heikki Huttunen, Olli Yli-Harja
Benchmark set of synthetic images for validating cell image analysis algorithms. EUSIPCO (2008)
Heikki Huttunen, Pekka Ruusuvuori, Tapio Manninen, Kalle Rutanen, Risto Rönkkä, Ari Visa
Object detection for dynamic adaptation of interconnections in inkjet printed electronics. ICIP (2008)
Antti Lehmussola, Pekka Ruusuvuori, Jyrki Selinummi, Heikki Huttunen, Olli Yli-Harja
Computational Framework for Simulating Fluorescence Microscope Images With Cell Populations. IEEE Trans. Medical Imaging 26 (7) (2007)
Jyrki Selinummi, Pekka Ruusuvuori, Antti Lehmussola, Heikki Huttunen, Olli Yli-Harja, Riitta Miettinen
Three-Dimensional Digital Image Analysis of Immunostained Neurons in Thick Tissue Sections. EMBC (2006)
Vladislav Uzunov, Atanas P. Gotchev, Heikki Huttunen, Karen O. Egiazarian, Jaakko Astola
Character recognition by best anisotropic local bases and neural networks. Image Processing: Algorithms and Systems (2006)
Heikki Huttunen
Skewness correction in automatic license plate recognition. Image Processing: Algorithms and Systems (2006)
Petri Hirvonen, Heikki Huttunen, Maija Lappi
Estimating the distribution of particle dimensions from electron microscope images. Image Processing: Algorithms and Systems (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Heikki Huttunen