Heikki Huttunen | DeepAI

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Featured Co-authors

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114 publications
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Valentina Lenarduzzi
31 publications
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∙ 09/21/2021

Towards a Real-Time Facial Analysis System

Facial analysis is an active research area in computer vision, with many...

0 Bishwo Adhikari, et al. ∙

∙ 08/16/2021

On the Importance of Encrypting Deep Features

In this study, we analyze model inversion attacks with only two assumpti...

0 Xingyang Ni, et al. ∙

∙ 06/17/2021

using multiple losses for accurate facial age estimation

Age estimation is an essential challenge in computer vision. With the ad...

0 Yi Zhou, et al. ∙

∙ 05/10/2021

Sample selection for efficient image annotation

Supervised object detection has been proven to be successful in many ben...

0 Bishwo Adhikari, et al. ∙

∙ 05/09/2021

Selective Probabilistic Classifier Based on Hypothesis Testing

In this paper, we propose a simple yet effective method to deal with the...

0 Saeed Bakhshi Germi, et al. ∙

∙ 08/06/2020

Handwritten Character Recognition from Wearable Passive RFID

In this paper we study the recognition of handwritten characters from da...

0 Leevi Raivio, et al. ∙

∙ 07/15/2020

AdaptiveReID: Adaptive L2 Regularization in Person Re-Identification

We introduce an adaptive L2 regularization mechanism termed AdaptiveReID...

16 Xingyang Ni, et al. ∙

∙ 07/02/2020

Iterative Bounding Box Annotation for Object Detection

Manual annotation of bounding boxes for object detection in digital imag...

0 Bishwo Adhikari, et al. ∙

∙ 06/29/2020

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

This paper studies vehicle attribute recognition by appearance. In the l...

0 Xingyang Ni, et al. ∙

∙ 08/23/2019

Bayesian Receiver Operating Characteristic Metric for Linear Classifiers

We propose a novel classifier accuracy metric: the Bayesian Area Under t...

0 Syeda Sakira Hassan, et al. ∙

∙ 06/30/2019

On the Fault Proneness of SonarQube Technical Debt Violations: A comparison of eight Machine Learning Techniques

Background. The popularity of tools for analyzing Technical Debt, and pa...

0 Valentina Lenarduzzi, et al. ∙

∙ 05/01/2019

Surface Type Classification for Autonomous Robot Indoor Navigation

In this work we describe the preparation of a time series dataset of ine...

0 Francesco Lomio, et al. ∙

∙ 04/16/2019

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

Recent advancements in machine learning research, i.e., deep learning, i...

0 Oguzhan Gencoglu, et al. ∙

∙ 10/01/2018

Elastic Neural Networks for Classification

In this work we propose a framework for improving the performance of any...

14 Yi Zhou, et al. ∙

∙ 09/14/2018

Real Time System for Facial Analysis

In this paper we describe the anatomy of a real-time facial analysis sys...

0 Janne Tommola, et al. ∙

∙ 08/02/2018

Acoustic Scene Classification: A Competition Review

In this paper we study the problem of acoustic scene classification, i.e...

0 Shayan Gharib, et al. ∙

∙ 08/01/2018

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

In this work we study an application of machine learning to the construc...

0 Francesco Lomio, et al. ∙

∙ 08/01/2018

Binarized Convolutional Neural Networks for Efficient Inference on GPUs

Convolutional neural networks have recently achieved significant breakth...

0 Mir Khan, et al. ∙

∙ 07/03/2018

Faster Bounding Box Annotation for Object Detection in Indoor Scenes

This paper proposes an approach for rapid bounding box annotation for ob...

0 Bishwo Adhikari, et al. ∙

∙ 07/02/2018

Elastic Neural Networks: A Scalable Framework for Embedded Computer Vision

We propose a new framework for image classification with deep neural net...

0 Yue Bai, et al. ∙

∙ 02/19/2018

PRUNE: Dynamic and Decidable Dataflow for Signal Processing on Heterogeneous Platforms

The majority of contemporary mobile devices and personal computers are b...

0 Jani Boutellier, et al. ∙

∙ 04/04/2016

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

In this paper we present an approach to polyphonic sound event detection...

0 Giambattista Parascandolo, et al. ∙

∙ 02/23/2016

Car Type Recognition with Deep Neural Networks

In this paper we study automatic recognition of cars of four types: Bus,...

0 Heikki Huttunen, et al. ∙

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