Jenni Raitoharju

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 93

Top Topics

Compressive Sensing

Discriminant Analysis

Support Vector Data Description

Color Constancy

Top Venues

Publications

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
Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results. WACV (Workshops) (2023)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
WLD-Reg: A Data-dependent Within-layer Diversity Regularizer. CoRR (2023)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
On Feature Diversity in Energy-based Models. CoRR (2023)
Firas Laakom, Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Convolutional autoencoder-based multimodal one-class classification. CoRR (2023)
Mehdi Rafiei, Jenni Raitoharju, Alexandros Iosifidis
Computer Vision on X-Ray Data in Industrial Production and Security Applications: A Comprehensive Survey. IEEE Access 11 (2023)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
WLD-Reg: A Data-Dependent Within-Layer Diversity Regularizer. AAAI (2023)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Learning Distinct Features Helps, Provably. ECML/PKDD (2) (2023)
Elina Late, Hille Ruotsalainen, Mert Seker, Jenni Raitoharju, Anssi Männistö, Sanna Kumpulainen
From Textual to Visual Image Searching: User Experience of Advanced Image Search Tool. TPDL (2023)
Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju
Graph-embedded subspace support vector data description. Pattern Recognit. 133 (2023)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Efficient CNN with uncorrelated Bag of Features pooling. CoRR (2022)
Jenni Raitoharju, Alexandros Iosifidis
Generalized Reference Kernel for One-class Classification. CoRR (2022)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Efficient CNN with uncorrelated Bag of Features pooling. SSCI (2022)
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
1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results. CoRR (2022)
Mikko Impiö, Pekka Härmä, Anna Tammilehto, Saku Anttila, Jenni Raitoharju
Habitat classification from satellite observations with sparse annotations. CoRR (2022)
Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj
Graph Embedding With Data Uncertainty. IEEE Access 10 (2022)
Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj
Non-Linear Spectral Dimensionality Reduction Under Uncertainty. CoRR (2022)
Jenni Raitoharju, Alexandros Iosifidis
Generalized Reference Kernel for One-class Classification. IJCNN (2022)
Anssi Männistö, Mert Seker, Alexandros Iosifidis, Jenni Raitoharju
Automatic Image Content Extraction: Operationalizing Machine Learning in Humanistic Photographic Studies of Large Visual Archives. CoRR (2022)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Reducing Redundancy in the Bottleneck Representation of the Autoencoders. CoRR (2022)
Lei Xu, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Saliency-Based Multilabel Linear Discriminant Analysis. IEEE Trans. Cybern. 52 (10) (2022)
Mehdi Rafiei, Jenni Raitoharju, Alexandros Iosifidis
Computer Vision on X-ray Data in Industrial Production and Security Applications: A survey. CoRR (2022)
Majid Hosseini, Fahad Sohrab, Raju Gottumukkala, Ravi Teja Bhupatiraju, Satya Katragadda, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
EmpathicSchool: A multimodal dataset for real-time facial expressions and physiological data analysis under different stress conditions. CoRR (2022)
Mikko Impiö, Mehmet Yamaç, Jenni Raitoharju
Multi-Level Reversible Encryption for ECG Signals Using Compressive Sensing. ICASSP (2021)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Within-layer Diversity Reduces Generalization Gap. CoRR (2021)
Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Multimodal subspace support vector data description. Pattern Recognit. 110 (2021)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj
Monte Carlo Dropout Ensembles for Robust Illumination Estimation. IJCNN (2021)
Mert Seker, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju
Automatic Main Character Recognition for Photographic Studies. CoRR (2021)
Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Learning to ignore: rethinking attention in CNNs. CoRR (2021)
Anton Muravev, Jenni Raitoharju, Moncef Gabbouj
Neural Architecture Search by Estimation of Network Structure Distributions. IEEE Access 9 (2021)
Firas Laakom, Jenni Raitoharju, Jarno Nikkanen, Alexandros Iosifidis, Moncef Gabbouj
Robust channel-wise illumination estimation. BMVC (2021)
Firas Laakom, Jenni Raitoharju, Jarno Nikkanen, Alexandros Iosifidis, Moncef Gabbouj
INTEL-TAU: A Color Constancy Dataset. IEEE Access 9 (2021)
Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Ensembling object detectors for image and video data analysis. CoRR (2021)
Mohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj
Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer. IJCNN (2021)
Mikko Impiö, Mehmet Yamaç, Jenni Raitoharju
Multi-level reversible encryption for ECG signals using compressive sensing. CoRR (2021)
Mehmet Yamaç, Mete Ahishali, Nikolaos Passalis, Jenni Raitoharju, Bülent Sankur, Moncef Gabbouj
Multi-Level Reversible Data Anonymization via Compressive Sensing and Data Hiding. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju
Graph-Embedded Subspace Support Vector Data Description. CoRR (2021)
Mert Seker, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju
Automatic Main Character Recognition for Photographic Studies. MMSP (2021)
Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Speed-up and multi-view extensions to subclass discriminant analysis. Pattern Recognit. 111 (2021)
Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Ensembling Object Detectors for Image and Video Data Analysis. ICASSP (2021)
Mert Seker, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju
Automatic Social Distance Estimation From Images: Performance Evaluation, Test Benchmark, and Algorithm. CoRR (2021)
Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Learning to ignore: rethinking attention in CNNs. BMVC (2021)
Jorge Peña Queralta, Jussi Taipalmaa, Bilge Can Pullinen, Victor Kathan Sarker, Tuan Nguyen Gia, Hannu Tenhunen, Moncef Gabbouj, Jenni Raitoharju, Tomi Westerlund
Collaborative Multi-Robot Systems for Search and Rescue: Coordination and Perception. CoRR (2020)
Kateryna Chumachenko, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis
Incremental Fast Subclass Discriminant Analysis. ICIP (2020)
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
Automatic image-based identification and biomass estimation of invertebrates. CoRR (2020)
Johanna Ärje, Jenni Raitoharju, Alexandros Iosifidis, Ville Tirronen, Kristian Meissner, Moncef Gabbouj, Serkan Kiranyaz, Salme Kärkkäinen
Human experts vs. machines in taxa recognition. Signal Process. Image Commun. 87 (2020)
Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj
Graph Embedding with Data Uncertainty. CoRR (2020)
Jussi Taipalmaa, Nikolaos Passalis, Jenni Raitoharju
Different Color Spaces In Deep Learning-Based Water Segmentation For Autonomous Marine Operations. ICIP (2020)
Ali Senhaji, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis
Not all domains are equally complex: Adaptive Multi-Domain Learning. ICPR (2020)
Jorge Peña Queralta, Jenni Raitoharju, Tuan Nguyen Gia, Nikolaos Passalis, Tomi Westerlund
AutoSOS: Towards Multi-UAV Systems Supporting Maritime Search and Rescue with Lightweight AI and Edge Computing. CoRR (2020)
Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Ellipsoidal Subspace Support Vector Data Description. IEEE Access 8 (2020)
Kateryna Chumachenko, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis
Incremental Fast Subclass Discriminant Analysis. CoRR (2020)
Kateryna Chumachenko, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju
Machine Learning Based Analysis of Finnish World War II Photographers. IEEE Access 8 (2020)
Jorge Peña Queralta, Jussi Taipalmaa, Bilge Can Pullinen, Victor Kathan Sarker, Tuan Nguyen Gia, Hannu Tenhunen, Moncef Gabbouj, Jenni Raitoharju, Tomi Westerlund
Collaborative Multi-Robot Search and Rescue: Planning, Coordination, Perception, and Active Vision. IEEE Access 8 (2020)
Mohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj
Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-organized Operational Layer. CoRR (2020)
Lei Xu, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Saliency-based Weighted Multi-label Linear Discriminant Analysis. CoRR (2020)
Nikolaos Passalis, Jenni Raitoharju, Moncef Gabbouj, Anastasios Tefas
Efficient Adaptive Inference Leveraging Bag-of-Features-based Early Exits. MMSP (2020)
Fahad Sohrab, Jenni Raitoharju
Boosting rare benthic macroinvertebrates taxa identification with one-class classification. CoRR (2020)
Ali Senhaji, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis
Not all domains are equally complex: Adaptive Multi-Domain Learning. CoRR (2020)
Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj
Facial expression based satisfaction index for empathic buildings. UbiComp/ISWC Adjunct (2020)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Uygar Tuna, Jarno Nikkanen, Moncef Gabbouj
Probabilistic Color Constancy. ICIP (2020)
Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Ellipsoidal Subspace Support Vector Data Description. CoRR (2020)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj
Monte Carlo Dropout Ensembles for Robust Illumination Estimation. CoRR (2020)
Fahad Sohrab, Jenni Raitoharju
Boosting Rare Benthic Macroinvertebrates Taxa Identification With One-Class Classification. SSCI (2020)
Firas Laakom, Nikolaos Passalis, Jenni Raitoharju, Jarno Nikkanen, Anastasios Tefas, Alexandros Iosifidis, Moncef Gabbouj
Bag of Color Features for Color Constancy. IEEE Trans. Image Process. 29 (2020)
Li Qingqing, Jussi Taipalmaa, Jorge Peña Queralta, Tuan Nguyen Gia, Moncef Gabbouj, Hannu Tenhunen, Jenni Raitoharju, Tomi Westerlund
Towards Active Vision with UAVs in Marine Search and Rescue: Analyzing Human Detection at Variable Altitudes. SSRR (2020)
Nikolaos Passalis, Jenni Raitoharju, Anastasios Tefas, Moncef Gabbouj
Efficient adaptive inference for deep convolutional neural networks using hierarchical early exits. Pattern Recognit. 105 (2020)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Uygar Tuna, Jarno Nikkanen, Moncef Gabbouj
Probabilistic Color Constancy. CoRR (2020)
Anton Muravev, Jenni Raitoharju, Moncef Gabbouj
Architecture Search by Estimation of Network Structure Distributions. CoRR (2019)
Kateryna Chumachenko, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju
Machine Learning Based Analysis of Finnish World War II Photographers. CoRR (2019)
Mehmet Yamac, Mete Ahishali, Nikolaos Passalis, Jenni Raitoharju, Bülent Sankur, Moncef Gabbouj
Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing. CoRR (2019)
Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Speed-up and multi-view extensions to Subclass Discriminant Analysis. CoRR (2019)
Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Multimodal Subspace Support Vector Data Description. CoRR (2019)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj
Color Constancy Convolutional Autoencoder. SSCI (2019)
Nikolaos Passalis, Jenni Raitoharju, Anastasios Tefas, Moncef Gabbouj
Adaptive Inference Using Hierarchical Convolutional Bag-of-Features for Low-Power Embedded Platforms. ICIP (2019)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj
INTEL-TAU: A Color Constancy Dataset. CoRR (2019)
Jenni Raitoharju, Alexandros Iosifidis
Null Space Analysis for Class-Specific Discriminant Learning. CoRR (2019)
Jussi Taipalmaa, Nikolaos Passalis, Honglei Zhang, Moncef Gabbouj, Jenni Raitoharju
High-Resolution Water Segmentation for Autonomous Unmanned Surface Vehicles: a Novel Dataset and Evaluation. MLSP (2019)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj
Color Constancy Convolutional Autoencoder. CoRR (2019)
Jenni Raitoharju, Kristian Meissner
On Confidences and Their Use in (Semi-)Automatic Multi-Image Taxa Identification. SSCI (2019)
Firas Laakom, Nikolaos Passalis, Jenni Raitoharju, Jarno Nikkanen, Anastasios Tefas, Alexandros Iosifidis, Moncef Gabbouj
Bag of Color Features For Color Constancy. CoRR (2019)
Mehmet Yamaç, Mete Ahishali, Nikolaos Passalis, Jenni Raitoharju, Bülent Sankur, Moncef Gabbouj
Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing. EUSIPCO (2019)
Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj
Feature synthesis for image classification and retrieval via one-against-all perceptrons. Neural Comput. Appl. 29 (4) (2018)
Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis
Subspace Support Vector Data Description. CoRR (2018)
Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis
Subspace Support Vector Data Description. ICPR (2018)
Lei Xu, Honglei Zhang, Jenni Raitoharju, Moncef Gabbouj
Unsupervised Facial Image De-occlusion with Optimized Deep Generative Models. IPTA (2018)
Anton Muravev, Jenni Raitoharju, Moncef Gabbouj
On the Layer Selection in Small-Scale Deep Networks. EUVIP (2018)
Jenni Raitoharju, Ekaterina Riabchenko, Iftikhar Ahmad, Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, Ville Tirronen, Johanna Ärje, Salme Kärkkäinen, Kristian Meissner
Benchmark database for fine-grained image classification of benthic macroinvertebrates. Image Vis. Comput. 78 (2018)
Johanna Ärje, Ville Tirronen, Salme Kärkkäinen, Kristian Meissner, Jenni Raitoharju, Moncef Gabbouj, Serkan Kiranyaz
Human experts vs. machines in taxa recognition. CoRR (2017)
Jenni Raitoharju, Kaveh Samiee, Serkan Kiranyaz, Moncef Gabbouj
Particle swarm clustering fitness evaluation with computational centroids. Swarm Evol. Comput. 34 (2017)
Jenni Raitoharju, Ekaterina Riabchenko, Kristian Meissner, Iftikhar Ahmad, Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz
Data Enrichment in Fine-Grained Classification of Aquatic Macroinvertebrates. CVAUI@ICPR (2016)
Honglei Zhang, Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj
Limited random walk algorithm for big graph data clustering. J. Big Data 3 (2016)
Honglei Zhang, Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj
Limited Random Walk Algorithm for Big Graph Data Clustering. CoRR (2016)
Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj
Training Radial Basis Function Neural Networks for Classification via Class-Specific Clustering. IEEE Trans. Neural Networks Learn. Syst. 27 (12) (2016)
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
Tut MUVIS image retrieval system proposal for MSR-Bing challenge 2014. ICME Workshops (2014)
Henry Joutsijoki, Kristian Meissner, Moncef Gabbouj, Serkan Kiranyaz, Jenni Raitoharju, Johanna Ärje, Salme Kärkkäinen, Ville Tirronen, Tuomas Turpeinen, Martti Juhola
Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates. Ecol. Informatics 20 (2014)
Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj
Evolutionary feature synthesis by multi-dimensional particle swarm optimization. EUVIP (2014)
Toni Mäkinen, Serkan Kiranyaz, Jenni Raitoharju, Moncef Gabbouj
An evolutionary feature synthesis approach for content-based audio retrieval. EURASIP J. Audio Speech Music. Process. 2012 (2012)