Jenni Raitoharju

According to our database, Jenni Raitoharju authored at least 82 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

On Automatic Person-in-Water Detection for Marine Search and Rescue Operations.

Jussi Taipalmaa, Jenni Raitoharju, Jorge Peña Queralta, Tomi Westerlund, Moncef Gabbouj

IEEE Access, 2024

2023

Graph-embedded subspace support vector data description.

Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju

Pattern Recognit., 2023

Convolutional autoencoder-based multimodal one-class classification.

Firas Laakom, Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

CoRR, 2023

On Feature Diversity in Energy-based Models.

Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

CoRR, 2023

Computer Vision on X-Ray Data in Industrial Production and Security Applications: A Comprehensive Survey.

Mehdi Rafiei, Jenni Raitoharju, Alexandros Iosifidis

IEEE Access, 2023

1^st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results.

Benjamin Kiefer, Matej Kristan, Janez Pers, Lojze Zust, Fabio Poiesi, Fabio Augusto de Alcantara Andrade, Alexandre Bernardino, Matthew Dawkins, Jenni Raitoharju, Yitong Quan, Adem Atmaca, Timon Höfer, Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao, Lars Sommer, Raphael Spraul, Hangyue Zhao, Hongpu Zhang, Yanyun Zhao, Jan Lukas Augustin, Eui-ik Jeon, Impyeong Lee, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Sagar Verma, Siddharth Gupta, Shishir Muralidhara, Niharika Hegde, Daitao Xing, Nikolaos Evangeliou, Anthony Tzes, Vojtech Bartl, Jakub Spanhel, Adam Herout, Neelanjan Bhowmik, Toby P. Breckon, Shivanand Kundargi, Tejas Anvekar, Ramesh Ashok Tabib, Uma Mudengudi, Arpita Vats, Yang Song, Delong Liu, Yonglin Li, Shuman Li, Chenhao Tan, Long Lan, Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi, Hsiang-Wei Huang, Cheng-Yen Yang, Jenq-Neng Hwang, Pyong-Kun Kim, Kwangju Kim, Kyoungoh Lee, Shuai Jiang, Haiwen Li, Zheng Ziqiang, Tuan-Anh Vu, Hai Nguyen-Truong, Sai-Kit Yeung, Zhuang Jia, Sophia Yang, Chih-Chung Hsu, Xiu-Yu Hou, Yu-An Jhang, Simon Yang, Mau-Tsuen Yang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

Learning Distinct Features Helps, Provably.

Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

From Textual to Visual Image Searching: User Experience of Advanced Image Search Tool.

Elina Late, Hille Ruotsalainen, Mert Seker, Jenni Raitoharju, Anssi Männistö, Sanna Kumpulainen

Proceedings of the Linking Theory and Practice of Digital Libraries: 27th International Conference on Theory and Practice of Digital Libraries, 2023

WLD-Reg: A Data-Dependent Within-Layer Diversity Regularizer.

Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Saliency-Based Multilabel Linear Discriminant Analysis.

Lei Xu, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

IEEE Trans. Cybern., 2022

1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results.

Benjamin Kiefer, Matej Kristan, Janez Pers, Lojze Zust, Fabio Poiesi, Fabio Augusto de Alcantara Andrade, Alexandre Bernardino, Matthew Dawkins, Jenni Raitoharju, Yitong Quan, Adem Atmaca, Timon Höfer, Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao, Lars Sommer, Raphael Spraul, Hangyue Zhao, Hongpu Zhang, Yanyun Zhao, Jan Lukas Augustin, Eui-ik Jeon, Impyeong Lee, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Sagar Verma, Siddharth Gupta, Shishir Muralidhara, Niharika Hegde, Daitao Xing, Nikolaos Evangeliou, Anthony Tzes, Vojtech Bartl, Jakub Spanhel, Adam Herout, Neelanjan Bhowmik, Toby P. Breckon, Shivanand Kundargi, Tejas Anvekar, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudengudi, Arpita Vats, Yang Song, Delong Liu, Yonglin Li, Shuman Li, Chenhao Tan, Long Lan, Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi, Hsiang-Wei Huang, Cheng-Yen Yang, Jenq-Neng Hwang, Pyong-Kun Kim, Kwangju Kim, Kyoungoh Lee, Shuai Jiang, Haiwen Li, Zheng Ziqiang, Tuan-Anh Vu, Hai Nguyen-Truong, Sai-Kit Yeung, Zhuang Jia, Sophia Yang, Chih-Chung Hsu, Xiu-Yu Hou, Yu-An Jhang, Simon Yang, Mau-Tsuen Yang

CoRR, 2022

Computer Vision on X-ray Data in Industrial Production and Security Applications: A survey.

Mehdi Rafiei, Jenni Raitoharju, Alexandros Iosifidis

CoRR, 2022

EmpathicSchool: A multimodal dataset for real-time facial expressions and physiological data analysis under different stress conditions.

Majid Hosseini, Fahad Sohrab, Raju Gottumukkala, Ravi Teja Bhupatiraju, Satya Katragadda, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

CoRR, 2022

Habitat classification from satellite observations with sparse annotations.

Mikko Impiö, Pekka Härmä, Anna Tammilehto, Saku Anttila, Jenni Raitoharju

CoRR, 2022

Automatic Image Content Extraction: Operationalizing Machine Learning in Humanistic Photographic Studies of Large Visual Archives.

Anssi Männistö, Mert Seker, Alexandros Iosifidis, Jenni Raitoharju

CoRR, 2022

Non-Linear Spectral Dimensionality Reduction Under Uncertainty.

Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj

CoRR, 2022

Reducing Redundancy in the Bottleneck Representation of the Autoencoders.

Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

CoRR, 2022

Graph Embedding With Data Uncertainty.

Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj

IEEE Access, 2022

Efficient CNN with uncorrelated Bag of Features pooling.

Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Generalized Reference Kernel for One-class Classification.

Jenni Raitoharju, Alexandros Iosifidis

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Multi-Level Reversible Data Anonymization via Compressive Sensing and Data Hiding.

Mehmet Yamaç, Mete Ahishali, Nikolaos Passalis, Jenni Raitoharju, Bülent Sankur, Moncef Gabbouj

IEEE Trans. Inf. Forensics Secur., 2021

Multimodal subspace support vector data description.

Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

Pattern Recognit., 2021

Speed-up and multi-view extensions to subclass discriminant analysis.

Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

Pattern Recognit., 2021

Within-layer Diversity Reduces Generalization Gap.

Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

CoRR, 2021

Automatic Social Distance Estimation From Images: Performance Evaluation, Test Benchmark, and Algorithm.

Mert Seker, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju

CoRR, 2021

Neural Architecture Search by Estimation of Network Structure Distributions.

Anton Muravev, Jenni Raitoharju, Moncef Gabbouj

IEEE Access, 2021

INTEL-TAU: A Color Constancy Dataset.

Firas Laakom, Jenni Raitoharju, Jarno Nikkanen, Alexandros Iosifidis, Moncef Gabbouj

IEEE Access, 2021

Automatic Main Character Recognition for Photographic Studies.

Mert Seker, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju

Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021

Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer.

Mohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj

Proceedings of the International Joint Conference on Neural Networks, 2021

Monte Carlo Dropout Ensembles for Robust Illumination Estimation.

Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj

Proceedings of the International Joint Conference on Neural Networks, 2021

Multi-Level Reversible Encryption for ECG Signals Using Compressive Sensing.

Mikko Impiö, Mehmet Yamaç, Jenni Raitoharju

Proceedings of the IEEE International Conference on Acoustics, 2021

Ensembling Object Detectors for Image and Video Data Analysis.

Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

Proceedings of the IEEE International Conference on Acoustics, 2021

Robust channel-wise illumination estimation.

Firas Laakom, Jenni Raitoharju, Jarno Nikkanen, Alexandros Iosifidis, Moncef Gabbouj

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Learning to ignore: rethinking attention in CNNs.

Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Bag of Color Features for Color Constancy.

Firas Laakom, Nikolaos Passalis, Jenni Raitoharju, Jarno Nikkanen, Anastasios Tefas, Alexandros Iosifidis, Moncef Gabbouj

IEEE Trans. Image Process., 2020

Human experts vs. machines in taxa recognition.

Johanna Ärje, Jenni Raitoharju, Alexandros Iosifidis, Ville Tirronen, Kristian Meissner, Moncef Gabbouj, Serkan Kiranyaz, Salme Kärkkäinen

Signal Process. Image Commun., 2020

Efficient adaptive inference for deep convolutional neural networks using hierarchical early exits.

Nikolaos Passalis, Jenni Raitoharju, Anastasios Tefas, Moncef Gabbouj

Pattern Recognit., 2020

Collaborative Multi-Robot Systems for Search and Rescue: Coordination and Perception.

Jorge Peña Queralta, Jussi Taipalmaa, Bilge Can Pullinen, Victor Kathan Sarker, Tuan Nguyen Gia, Hannu Tenhunen, Moncef Gabbouj, Jenni Raitoharju, Tomi Westerlund

CoRR, 2020

AutoSOS: Towards Multi-UAV Systems Supporting Maritime Search and Rescue with Lightweight AI and Edge Computing.

Jorge Peña Queralta, Jenni Raitoharju, Tuan Nguyen Gia, Nikolaos Passalis, Tomi Westerlund

CoRR, 2020

Saliency-based Weighted Multi-label Linear Discriminant Analysis.

Lei Xu, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

CoRR, 2020

Automatic image-based identification and biomass estimation of invertebrates.

Johanna Ärje, Claus Melvad, Mads Rosenhøj Jeppesen, Sigurd Agerskov Madsen, Jenni Raitoharju, Maria Strandgård Rasmussen, Alexandros Iosifidis, Ville Tirronen, Kristian Meissner, Moncef Gabbouj, Toke Thomas Høye

CoRR, 2020

Ellipsoidal Subspace Support Vector Data Description.

Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

IEEE Access, 2020

Collaborative Multi-Robot Search and Rescue: Planning, Coordination, Perception, and Active Vision.

Jorge Peña Queralta, Jussi Taipalmaa, Bilge Can Pullinen, Victor Kathan Sarker, Tuan Nguyen Gia, Hannu Tenhunen, Moncef Gabbouj, Jenni Raitoharju, Tomi Westerlund

IEEE Access, 2020

Machine Learning Based Analysis of Finnish World War II Photographers.

Kateryna Chumachenko, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju

IEEE Access, 2020

Towards Active Vision with UAVs in Marine Search and Rescue: Analyzing Human Detection at Variable Altitudes.

Li Qingqing, Jussi Taipalmaa, Jorge Peña Queralta, Tuan Nguyen Gia, Moncef Gabbouj, Hannu Tenhunen, Jenni Raitoharju, Tomi Westerlund

Proceedings of the IEEE International Symposium on Safety, Security, and Rescue Robotics, 2020

Boosting Rare Benthic Macroinvertebrates Taxa Identification With One-Class Classification.

Fahad Sohrab, Jenni Raitoharju

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Efficient Adaptive Inference Leveraging Bag-of-Features-based Early Exits.

Nikolaos Passalis, Jenni Raitoharju, Moncef Gabbouj, Anastasios Tefas

Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020

Not all domains are equally complex: Adaptive Multi-Domain Learning.

Ali Senhaji, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Different Color Spaces In Deep Learning-Based Water Segmentation For Autonomous Marine Operations.

Jussi Taipalmaa, Nikolaos Passalis, Jenni Raitoharju

Proceedings of the IEEE International Conference on Image Processing, 2020

Probabilistic Color Constancy.

Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Uygar Tuna, Jarno Nikkanen, Moncef Gabbouj

Proceedings of the IEEE International Conference on Image Processing, 2020

Incremental Fast Subclass Discriminant Analysis.

Kateryna Chumachenko, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis

Proceedings of the IEEE International Conference on Image Processing, 2020

Facial expression based satisfaction index for empathic buildings.

Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

2019

Architecture Search by Estimation of Network Structure Distributions.

Anton Muravev, Jenni Raitoharju, Moncef Gabbouj

CoRR, 2019

Null Space Analysis for Class-Specific Discriminant Learning.

Jenni Raitoharju, Alexandros Iosifidis

CoRR, 2019

On Confidences and Their Use in (Semi-)Automatic Multi-Image Taxa Identification.

Jenni Raitoharju, Kristian Meissner

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Color Constancy Convolutional Autoencoder.

Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

High-Resolution Water Segmentation for Autonomous Unmanned Surface Vehicles: a Novel Dataset and Evaluation.

Jussi Taipalmaa, Nikolaos Passalis, Honglei Zhang, Moncef Gabbouj, Jenni Raitoharju

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Adaptive Inference Using Hierarchical Convolutional Bag-of-Features for Low-Power Embedded Platforms.

Nikolaos Passalis, Jenni Raitoharju, Anastasios Tefas, Moncef Gabbouj

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing.

Mehmet Yamaç, Mete Ahishali, Nikolaos Passalis, Jenni Raitoharju, Bülent Sankur, Moncef Gabbouj

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Feature synthesis for image classification and retrieval via one-against-all perceptrons.

Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj

Neural Comput. Appl., 2018

Benchmark database for fine-grained image classification of benthic macroinvertebrates.

Jenni Raitoharju, Ekaterina Riabchenko, Iftikhar Ahmad, Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, Ville Tirronen, Johanna Ärje, Salme Kärkkäinen, Kristian Meissner

Image Vis. Comput., 2018

Unsupervised Facial Image De-occlusion with Optimized Deep Generative Models.

Lei Xu, Honglei Zhang, Jenni Raitoharju, Moncef Gabbouj

Proceedings of the Eighth International Conference on Image Processing Theory, 2018

Subspace Support Vector Data Description.

Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis

Proceedings of the 24th International Conference on Pattern Recognition, 2018

On the Layer Selection in Small-Scale Deep Networks.

Anton Muravev, Jenni Raitoharju, Moncef Gabbouj

Proceedings of the 7th European Workshop on Visual Information Processing, 2018

2017

Multidimensional Particle Swarm Optimization for Machine Learning.

Jenni Raitoharju

PhD thesis, 2017

Particle swarm clustering fitness evaluation with computational centroids.

Jenni Raitoharju, Kaveh Samiee, Serkan Kiranyaz, Moncef Gabbouj

Swarm Evol. Comput., 2017

Human experts vs. machines in taxa recognition.

Johanna Ärje, Ville Tirronen, Salme Kärkkäinen, Kristian Meissner, Jenni Raitoharju, Moncef Gabbouj, Serkan Kiranyaz

CoRR, 2017

2016

Training Radial Basis Function Neural Networks for Classification via Class-Specific Clustering.

Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj

IEEE Trans. Neural Networks Learn. Syst., 2016

Limited random walk algorithm for big graph data clustering.

Honglei Zhang, Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj

J. Big Data, 2016

Data Enrichment in Fine-Grained Classification of Aquatic Macroinvertebrates.

Jenni Raitoharju, Ekaterina Riabchenko, Kristian Meissner, Iftikhar Ahmad, Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz

Proceedings of the 2nd ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, 2016

2014

Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates.

Henry Joutsijoki, Kristian Meissner, Moncef Gabbouj, Serkan Kiranyaz, Jenni Raitoharju, Johanna Ärje, Salme Kärkkäinen, Ville Tirronen, Tuomas Turpeinen, Martti Juhola

Ecol. Informatics, 2014

Tut MUVIS image retrieval system proposal for MSR-Bing challenge 2014.

Jenni Raitoharju, Honglei Zhang, Ezgi Can Ozan, Muhammad-Adeel Waris, Muhammad Faisal, Guanqun Cao, Mikko Roininen, Iftikhar Ahmad, Ranjeeth Shetty, Stefan Uhlmann, Kaveh Samiee, Serkan Kiranyaz, Moncef Gabbouj

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Evolutionary feature synthesis by multi-dimensional particle swarm optimization.

Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj

Proceedings of the 5th European Workshop on Visual Information Processing, 2014

2012

An evolutionary feature synthesis approach for content-based audio retrieval.

Toni Mäkinen, Serkan Kiranyaz, Jenni Raitoharju, Moncef Gabbouj

EURASIP J. Audio Speech Music. Process., 2012

Evolutionary feature generation for content-based audio classification and retrieval.

Toni Mäkinen, Serkan Kiranyaz, Jenni Pulkkinen, Moncef Gabbouj

Proceedings of the 20th European Signal Processing Conference, 2012

2011

Personalized long-term ECG classification: A systematic approach.

Serkan Kiranyaz, Turker Ince, Jenni Pulkkinen, Moncef Gabbouj

Expert Syst. Appl., 2011

Multi-dimensional particle swarm optimization in dynamic environments.

Serkan Kiranyaz, Jenni Pulkkinen, Moncef Gabbouj

Expert Syst. Appl., 2011

Classification and retrieval on macroinvertebrate image databases.

Serkan Kiranyaz, Turker Ince, Jenni Pulkkinen, Moncef Gabbouj, Johanna Ärje, Salme Kärkkäinen, Ville Tirronen, Martti Juhola, Tuomas Turpeinen, Kristian Meissner

Comput. Biol. Medicine, 2011

Multi-dimensional evolutionary feature synthesis for content-based image retrieval.

Serkan Kiranyaz, Jenni Pulkkinen, Turker Ince, Moncef Gabbouj

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Collective network of evolutionary binary classifiers for content-based image retrieval.

Serkan Kiranyaz, Stefan Uhlmann, Jenni Pulkkinen, Moncef Gabbouj, Turker Ince

Proceedings of the 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011

2010

Evaluation of global and local training techniques over feed-forward neural network architecture spaces for computer-aided medical diagnosis.

Turker Ince, Serkan Kiranyaz, Jenni Pulkkinen, Moncef Gabbouj

Expert Syst. Appl., 2010

Network of evolutionary binary classifiers for classification and retrieval in macroinvertebrate databases.

Serkan Kiranyaz, Moncef Gabbouj, Jenni Pulkkinen, Turker Ince, Kristian Meissner

Proceedings of the International Conference on Image Processing, 2010