DeepAI

Högskolan i Halmstad

∙ Halmstad , Sweden ∙ 0 followers

Halmstad University — equipping people for the future by creating values, driving innovation and developing society. We do this through unique training courses and excellent research.

Featured Researchers

Fernando Alonso-Fernandez
60 publications
Josef Bigun
26 publications
Viktor Larsson
21 publications
Amr Alanwar
17 publications
Eren Erdal Aksoy
14 publications
Kevin Hernandez-Diaz
13 publications
Cristofer Englund
12 publications
Slawomir Nowaczyk
10 publications
Onur Dikmen
6 publications
Sepideh Pashami
6 publications
Mattias Ohlsson
6 publications

∙ 10/25/2021

A Variational Graph Autoencoder for Manipulation Action Recognition and Prediction

Despite decades of research, understanding human manipulation activities...

Gamze Akyol, et al. ∙

∙ 10/23/2018

Fruit and Vegetable Identification Using Machine Learning for Retail Applications

This paper describes an approach of creating a system identifying fruit ...

Frida Femling, et al. ∙

∙ 03/22/2022

Semantic State Estimation in Cloth Manipulation Tasks

Understanding of deformable object manipulations such as textiles is a c...

Georgies Tzelepis, et al. ∙

∙ 10/20/2021

Classification of PS and ABS Black Plastics for WEEE Recycling Applications

Pollution and climate change are some of the biggest challenges that hum...

Anton Persson, et al. ∙

∙ 10/17/2021

On the Effect of Selfie Beautification Filters on Face Detection and Recognition

Beautification and augmented reality filters are very popular in applica...

Pontus Hedman, et al. ∙

∙ 10/20/2021

A Cross-Platform Mobile Application for Ambulance CPR during Cardiac Arrests

This paper describes the implementation of a crossplatform software appl...

Omar Alfakir, et al. ∙

∙ 11/08/2021

Privacy Guarantees for Cloud-based State Estimation using Partially Homomorphic Encryption

The privacy aspect of state estimation algorithms has been drawing high ...

Sawsan Emad, et al. ∙

∙ 11/17/2021

Surrogate-Assisted Genetic Algorithm for Wrapper Feature Selection

Feature selection is an intractable problem, therefore practical algorit...

Mohammed Ghaith Altarabichi, et al. ∙

∙ 01/25/2022

Writer Recognition Using Off-line Handwritten Single Block Characters

Block characters are often used when filling paper forms for a variety o...

Adrian Leo Hagström, et al. ∙

∙ 01/26/2022

Continuous Examination by Automatic Quiz Assessment Using Spiral Codes and Image Processing

We describe a technical solution implemented at Halmstad University to a...

Fernando Alonso-Fernandez, et al. ∙

∙ 02/28/2022

The Concordance Index decomposition: a measure for a deeper understanding of survival prediction models

The Concordance Index (C-index) is a commonly used metric in Survival An...

Abdallah Alabdallah, et al. ∙

∙ 03/02/2022

Satellite Image and Machine Learning based Knowledge Extraction in the Poverty and Welfare Domain

Recent advances in artificial intelligence and machine learning have cre...

Ola Hall, et al. ∙

∙ 03/27/2022

A Survey of Super-Resolution in Iris Biometrics with Evaluation of Dictionary-Learning

The lack of resolution has a negative impact on the performance of image...

F. Alonso-Fernandez, et al. ∙

∙ 04/12/2022

Super-Resolution for Selfie Biometrics: Introduction and Application to Face and Iris

The lack of resolution has a negative impact on the performance of image...

Fernando Alonso-Fernandez, et al. ∙

∙ 07/05/2022

Drone Detection and Tracking in Real-Time by Fusion of Different Sensing Modalities

Automatic detection of flying drones is a key issue where its presence, ...

Fredrik Svanstrom, et al. ∙

∙ 10/18/2022

Very Low-Resolution Iris Recognition Via Eigen-Patch Super-Resolution and Matcher Fusion

Current research in iris recognition is moving towards enabling more rel...

Fernando Alonso-Fernandez, et al. ∙

∙ 10/19/2022

FaceDancer: Pose- and Occlusion-Aware High Fidelity Face Swapping

In this work, we present a new single-stage method for subject agnostic ...

Felix Rosberg, et al. ∙

∙ 12/28/2022

Periocular Biometrics: A Modality for Unconstrained Scenarios

Periocular refers to the region of the face that surrounds the eye socke...

Fernando Alonso-Fernandez, et al. ∙

∙ 01/15/2023

Pre-deployment Analysis of Smart Contracts – A Survey

Smart contracts are programs that execute transactions involving indepen...

Sundas Munir, et al. ∙

∙ 03/24/2020

Forensic Authorship Analysis of Microblogging Texts Using N-Grams and Stylometric Features

In recent years, messages and text posted on the Internet are used in cr...

Nicole Mariah Sharon Belvisi, et al. ∙

∙ 10/08/2018

A Survey on Periocular Biometrics Research

Periocular refers to the facial region in the vicinity of the eye, inclu...

Fernando Alonso-Fernandez, et al. ∙

∙ 10/06/2018

Testing exchangeability with martingale for change-point detection

This work studies the exchangeability test for a random sequence through...

Liang Dai, et al. ∙

∙ 10/23/2018

Improving Automated Latent Fingerprint Identification using Extended Minutia Types

Latent fingerprints are usually processed with Automated Fingerprint Ide...

Ram P. Krish, et al. ∙

∙ 10/23/2018

Expression Recognition Using the Periocular Region: A Feasibility Study

This paper investigates the feasibility of using the periocular region f...

Fernando Alonso-Fernandez, et al. ∙

∙ 02/21/2019

Cross-Sensor Periocular Biometrics: A Comparative Benchmark including Smartphone Authentication

The massive availability of cameras and personal devices results in a wi...

Fernando Alonso-Fernandez, et al. ∙

∙ 07/23/2019

Recurrent Neural Networks: An Embedded Computing Perspective

Recurrent Neural Networks (RNNs) are a class of machine learning algorit...

Nesma M. Rezk, et al. ∙

∙ 09/16/2019

No Free Lunch But A Cheaper Supper: A General Framework for Streaming Anomaly Detection

Over the past years, there has been an increased research interest in th...

Ece Calikus, et al. ∙

∙ 09/14/2019

Machine learning in healthcare – a system's perspective

A consequence of the fragmented and siloed healthcare landscape is that ...

Awais Ashfaq, et al. ∙

∙ 09/17/2018

Periocular Recognition Using CNN Features Off-the-Shelf

Periocular refers to the region around the eye, including sclera, eyelid...

Kevin Hernandez-Diaz, et al. ∙

∙ 04/23/2020

Cloud-Based Face and Speech Recognition for Access Control Applications

This paper describes the implementation of a system to recognize employe...

Nathalie Tkauc, et al. ∙

∙ 04/23/2020

Detection and Classification of Industrial Signal Lights for Factory Floors

Industrial manufacturing has developed during the last decades from a la...

Felix Nilsson, et al. ∙

∙ 05/08/2020

Avoiding Improper Treatment of Persons with Dementia by Care Robots

The phrase "most cruel and revolting crimes" has been used to describe s...

Martin Cooney, et al. ∙

∙ 07/14/2020

Real-Time Drone Detection and Tracking With Visible, Thermal and Acoustic Sensors

This paper explores the process of designing an automatic multi-sensor d...

Fredrik Svanstrom, et al. ∙

∙ 07/16/2021

In-Bed Person Monitoring Using Thermal Infrared Sensors

The world is expecting an aging population and shortage of healthcare pr...

Elias Josse, et al. ∙

∙ 08/02/2021

Multi-objective Recurrent Neural Networks Optimization for the Edge – a Quantization-based Approach

The compression of deep learning models is of fundamental importance in ...

Nesma M. Rezk, et al. ∙

∙ 09/24/2021

Next generation IEEE 802.11 Wireless Local Area Networks: Current status, future directions and open challenges

new generation of Wireless Local Area Networks (WLANs) will make its app...

Boris Bellalta, et al. ∙