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Handwritten Character Recognition from Wearable Passive RFID

Aug 06, 2020
Leevi Raivio, Han He, Johanna Virkki, Heikki Huttunen

* Submitted to ICPR2020 

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AdaptiveReID: Adaptive L2 Regularization in Person Re-Identification

Jul 15, 2020
Xingyang Ni, Liang Fang, Heikki Huttunen

* First Version 

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Iterative Bounding Box Annotation for Object Detection

Jul 02, 2020
Bishwo Adhikari, Heikki Huttunen

* Accepted at ICPR 2020 

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Vehicle Attribute Recognition by Appearance: Computer Vision Methods for Vehicle Type, Make and Model Classification

Jun 29, 2020
Xingyang Ni, Heikki Huttunen

* Published in Journal of Signal Processing Systems 

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Bayesian Receiver Operating Characteristic Metric for Linear Classifiers

Aug 23, 2019
Syeda Sakira Hassan, Heikki Huttunen, Jari Niemi, Jussi Tohka

* Accepted in Pattern Recognition Letters 

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Surface Type Classification for Autonomous Robot Indoor Navigation

May 01, 2019
Francesco Lomio, Erjon Skenderi, Damoon Mohamadi, Jussi Collin, Reza Ghabcheloo, Heikki Huttunen


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HARK Side of Deep Learning -- From Grad Student Descent to Automated Machine Learning

Apr 16, 2019
Oguzhan Gencoglu, Mark van Gils, Esin Guldogan, Chamin Morikawa, Mehmet Süzen, Mathias Gruber, Jussi Leinonen, Heikki Huttunen

* 13 pages 

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Elastic Neural Networks for Classification

Oct 05, 2018
Yi Zhou, Yue Bai, Shuvra S. Bhattacharyya, Heikki Huttunen

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Elastic Neural Networks: A Scalable Framework for Embedded Computer Vision

Oct 02, 2018
Yue Bai, Shuvra S. Bhattacharyya, Antti P. Happonen, Heikki Huttunen

* EUSIPCO 2018 

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Real Time System for Facial Analysis

Sep 14, 2018
Janne Tommola, Pedram Ghazi, Bishwo Adhikari, Heikki Huttunen

* Submitted to EUVIP2018 conference 

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Acoustic Scene Classification: A Competition Review

Aug 02, 2018
Shayan Gharib, Honain Derrar, Daisuke Niizumi, Tuukka Senttula, Janne Tommola, Toni Heittola, Tuomas Virtanen, Heikki Huttunen

* This work has been accepted in IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2018). Copyright may be transferred without notice, after which this version may no longer be accessible 

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Classification of Building Information Model (BIM) Structures with Deep Learning

Aug 01, 2018
Francesco Lomio, Ricardo Farinha, Mauri Laasonen, Heikki Huttunen

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Binarized Convolutional Neural Networks for Efficient Inference on GPUs

Aug 01, 2018
Mir Khan, Heikki Huttunen, Jani Boutellier

* IEEE EUSIPCO 2018 

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Embedded Implementation of a Deep Learning Smile Detector

Jul 10, 2018
Pedram Ghazi, Antti P. Happonen, Jani Boutellier, Heikki Huttunen

* This work has been submitted to the IEEE for possible publication 

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Faster Bounding Box Annotation for Object Detection in Indoor Scenes

Jul 03, 2018
Bishwo Adhikari, Jukka Peltomäki, Jussi Puura, Heikki Huttunen

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection

Feb 21, 2017
Emre Çakır, Giambattista Parascandolo, Toni Heittola, Heikki Huttunen, Tuomas Virtanen

* Accepted for IEEE Transactions on Audio, Speech and Language Processing, Special Issue on Sound Scene and Event Analysis 

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Car Type Recognition with Deep Neural Networks

Apr 22, 2016
Heikki Huttunen, Fatemeh Shokrollahi Yancheshmeh, Ke Chen

* To appear in proceedings of IEEE Intelligent Vehicles Symposium 2016 

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Recurrent Neural Networks for Polyphonic Sound Event Detection in Real Life Recordings

Apr 04, 2016
Giambattista Parascandolo, Heikki Huttunen, Tuomas Virtanen

* To appean in Proceedings of IEEE ICASSP 2016 

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