| 2026 | MMSys | JNTD-DS: A Benchmark Dataset for Just Noticeable frame rate-based Temporal Difference in Perceptual Video Coding. | Sanaz Nami, Farhad Pakdaman, Sahab Taali, Mahmoud Reza Hashemi, Shervin Shirmohammadi, Moncef Gabbouj |
| 2025 | AINA | To Vaccinate or Not to Vaccinate? Analyzing $\mathbb {X}$ Power over the Pandemic. | Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj |
| 2025 | ICCV | Multi-Scale Tensorial Summation and Dimensional Reduction Guided Neural Network for Edge Detection. | Lei Xu, Mehmet Yamac, Mete Ahishali, Moncef Gabbouj |
| 2025 | ICIG | Hierarchical Transformer for Panoramic Image Inpainting with Comprehensive Attention Module. | Li Yu, Yanjun Gao, Yihang Yin, Farhad Pakdaman, Moncef Gabbouj |
| 2025 | ICIP | Expert Operational Gans: Towards Real-Color Underwater Image Restoration. | Ozer Can Devecioglu, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj |
| 2025 | ISM | Evaluating the Emerging MPEG Video Coding for Machines in Semantic Segmentation. | Khoa Dang Pham, Farhad Pakdaman, Honglei Zhang, Hamed Rezazadegan Tavakoli, Nam Le, Jukka I. Ahonen, Moncef Gabbouj |
| 2024 | AINA | Trustworthiness of $\mathbb {X}$ Users: A One-Class Classification Approach. | Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj |
| 2024 | CVPR | MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild. | Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj |
| 2024 | ICASSP | Panoramic Image Inpainting with Gated Convolution and Contextual Reconstruction Loss. | Li Yu, Yanjun Gao, Farhad Pakdaman, Moncef Gabbouj |
| 2024 | ICIP | Uimt: A Framework for Improving Unimodal Inference via Multimodal Training. | Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj |
| 2024 | ICIP | Pixel-Wise Color Constancy Via Smoothness Techniques In Multi-Illuminant Scenes. | Umut Cem Entok, Firas Laakom, Farhad Pakdaman, Moncef Gabbouj |
| 2024 | ICIP | Perceptual Learned Image Compression via End-to-End JND-Based Optimization. | Farhad Pakdaman, Sanaz Nami, Moncef Gabbouj |
| 2024 | ICIP | Joint End-to-End Image Compression and Denoising: Leveraging Contrastive Learning and Multi-Scale Self-Onns. | Yuxin Xie, Li Yu, Farhad Pakdaman, Moncef Gabbouj |
| 2024 | ICIP | Intrinsic Image Decomposition Based on Quantized Prior Codebook. | Fangzheng Yuan, Xiaoyue Jiang, Xiaoyi Feng, Moncef Gabbouj |
| 2024 | ICIP | Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification. | Muhammad Uzair Zahid, Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj |
| 2024 | IGARSS | Water Region Segmentation in SAR Images Based on Compact Operational Unets. | Turker Ince, Steven Beninati, Ozer Can Devecioglu, Stephen J. Frasier, Moncef Gabbouj |
| 2024 | VCIP | MAESR360: Masked autoencoder-based 360-degree video streaming via multi-scale feature fusion. | Li Yu, Zhiyu Pang, Moncef Gabbouj |
| 2023 | AAAI | WLD-Reg: A Data-Dependent Within-Layer Diversity Regularizer. | Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj |
| 2023 | ICASSP | Comprehensive Complexity Assessment of Emerging Learned Image Compression on CPU and GPU. | Farhad Pakdaman, Moncef Gabbouj |
| 2023 | ICIP | MTJND: Multi-Task Deep Learning Framework for Improved JND Prediction. | Sanaz Nami, Farhad Pakdaman, Mahmoud Reza Hashemi, Shervin Shirmohammadi, Moncef Gabbouj |
| 2023 | ISCAS | NCOD: Near-Optimum Video Compression for Object Detection. | Ardavan Elahi, Ali Falahati, Farhad Pakdaman, Mehdi Modarressi, Moncef Gabbouj |
| 2023 | MMSP | Optimal Tile Size and Streaming Field of View for VR Streaming. | Alireza Zare, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj |
| 2022 | ICIP | SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection. | Mete Ahishali, Serkan Kiranyaz, Iftikhar Ahmad, Moncef Gabbouj |
| 2022 | ICIP | Osegnet: Operational Segmentation Network for Covid-19 Detection Using Chest X-Ray Images. | Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj |
| 2022 | ICIP | Region-Of-Interest Coding Schemes For Http Adaptive Streaming With VVC. | Robert Skupin, Yago Sanchez, Cornelius Hellge, Thomas Schierl, Moncef Gabbouj |
| 2022 | ICPR | Self-attention fusion for audiovisual emotion recognition with incomplete data. | Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj |
| 2022 | IROS | OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics. | Nikolaos Passalis, S. Pedrazzi, Robert Babuska, Wolfram Burgard, D. Dias, F. Ferro, Moncef Gabbouj, Ole Green, Alexandros Iosifidis, Erdal Kayacan, Jens Kober, O. Michel, Nikos Nikolaidis, Paraskevi Nousi, Roel Pieters, Maria Tzelepi, Abhinav Valada, Anastasios Tefas |
| 2022 | IECON | Improved Domain Adaptation Approach for Bearing Fault Diagnosis. | Turker Ince, Sertac Kilickaya, Levent Eren, Ozer Can Devecioglu, Serkan Kiranyaz, Moncef Gabbouj |
| 2022 | VCIP | High-frequency guided CNN for video compression artifacts reduction. | Li Yu, Wenshuai Chang, Qingshan Liu, Moncef Gabbouj |
| 2021 | BMVC | Learning to ignore: rethinking attention in CNNs. | Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj |
| 2021 | BMVC | Robust channel-wise illumination estimation. | Firas Laakom, Jenni Raitoharju, Jarno Nikkanen, Alexandros Iosifidis, Moncef Gabbouj |
| 2021 | ICASSP | Ensembling Object Detectors for Image and Video Data Analysis. | Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj |
| 2021 | ICIP | Mind The Structure: Adopting Structural Information For Deep Neural Network Compression. | Homayun Afrabandpey, Anton Muravev, Hamed R. Tavakoli, Honglei Zhang, Francesco Cricri, Moncef Gabbouj, Emre Aksu |
| 2021 | ICIP | Reliable Covid-19 Detection using Chest X-Ray Images. | Aysen Degerli, Mete Ahishali, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj |
| 2021 | ICIP | Bm3d Vs 2-Layer Onn. | Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj |
| 2021 | IJCNN | Monte Carlo Dropout Ensembles for Robust Illumination Estimation. | Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj |
| 2021 | IJCNN | 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 |
| 2021 | ISM | Content-adaptive convolutional neural network post-processing filter. | Mara Santamara, Yat-Hong Lam, Francesco Cricri, Jani Lainema, Ramin Ghaznavi Youvalari, Honglei Zhang, Miska M. Hannuksela, Esa Rahtu, Moncef Gabbouj |
| 2021 | VCIP | AnomalyHop: An SSL-based Image Anomaly Localization Method. | Kaitai Zhang, Bin Wang, Wei Wang, Fahad Sohrab, Moncef Gabbouj, C.-C. Jay Kuo |
| 2020 | ICASSP | Adaptive Normalization for Forecasting Limit Order Book Data Using Convolutional Neural Networks. | Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis |
| 2020 | ICIP | Incremental Fast Subclass Discriminant Analysis. | Kateryna Chumachenko, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis |
| 2020 | ICIP | Probabilistic Color Constancy. | Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Uygar Tuna, Jarno Nikkanen, Moncef Gabbouj |
| 2020 | ICIP | Complexity Analysis Of Next-Generation VVC Encoding And Decoding. | Farhad Pakdaman, Mohammad Ali Adelimanesh, Moncef Gabbouj, Mahmoud Reza Hashemi |
| 2020 | ICIP | Subset Sampling for Progressive Neural Network Learning. | Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis |
| 2020 | ICPR | Human Action Recognition Using Recurrent Bag-of-Features Pooling. | Marios Krestenitis, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas |
| 2020 | ICPR | Not all domains are equally complex: Adaptive Multi-Domain Learning. | Ali Senhaji, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis |
| 2020 | ICPR | Data Normalization for Bilinear Structures in High-Frequency Financial Time-series. | Dat Thanh Tran, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis |
| 2020 | MMSP | Generalized Operational Classifiers for Material Identification. | Xiaoyue Jiang, Ding Wang, Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Xiaoyi Feng |
| 2020 | MMSP | Efficient Adaptive Inference Leveraging Bag-of-Features-based Early Exits. | Nikolaos Passalis, Jenni Raitoharju, Moncef Gabbouj, Anastasios Tefas |
| 2020 | MMSys | Comparison of HEVC-based OMAF-compliant 6K effective packings for viewport-dependent 360-degree video streaming. | Maryam Homayouni, Alireza Zare, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj |
| 2019 | ICASSP | 1-D Convolutional Neural Networks for Signal Processing Applications. | Serkan Kiranyaz, Turker Ince, Osama Abdeljaber, Onur Avci, Moncef Gabbouj |
| 2019 | ICASSP | Deep Temporal Logistic Bag-of-features for Forecasting High Frequency Limit Order Book Time Series. | Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis |
| 2019 | ICIP | Adaptive Inference Using Hierarchical Convolutional Bag-of-Features for Low-Power Embedded Platforms. | Nikolaos Passalis, Jenni Raitoharju, Anastasios Tefas, Moncef Gabbouj |
| 2019 | ICIP | Class-Based Variational Representation Learning For Robust Image Retrieval. | Nikolaos Passalis, Anastasios Tefas, Alexandros Iosifidis, Moncef Gabbouj |
| 2019 | ICIP | Knowledge Transfer for Face Verification Using Heterogeneous Generalized Operational Perceptrons. | Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis |
| 2018 | ICASSP | Low-Energy Graph Fourier Basis Functions Span Salient Objects. | Junaid Malik, aglar Aytekin, Moncef Gabbouj |
| 2018 | ICIP | Acceleration Approaches for Big Data Analysis. | Anton Muravev, Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis, Serkan Kiranyaz |
| 2018 | ICIP | Weighted Linear Discriminant Analysis Based on Class Saliency Information. | Lei Xu, Alexandros Iosifidis, Moncef Gabbouj |
| 2018 | ICIP | Feature Dimensionality Reduction with Graph Embedding and Generalized Hamming Distance. | Honglei Zhang, Moncef Gabbouj |
| 2018 | ICPR | Subspace Support Vector Data Description. | Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis |
| 2017 | EJC | VisualLabel: An Integrated Multimedia Content Management and Access Framework. | Iftikhar Ahmad, Petri Rantanen, Pekka Sillberg, Jorma Laaksonen, Shuhua Liu, Thomas Forss, Aqdas Malik, Marko Nieminen, Rakshith Shetty, Satoru Ishikawa, Jarno Kallio, Jukka P. Saarinen, Moncef Gabbouj, Jari Soini |
| 2017 | ICASSP | A k-nearest neighbor multilabel ranking algorithm with application to content-based image retrieval. | Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj |
| 2017 | ICIP | Deep multi-resolution color constancy. | aglar Aytekin, Jarno Nikkanen, Moncef Gabbouj |
| 2017 | ICIP | Category independent object proposals using quantum superposition. | Junaid Malik, aglar Aytekin, Moncef Gabbouj |
| 2017 | IJCNN | Class-specific kernel discriminant analysis based on Cholesky decomposition. | Alexandros Iosifidis, Moncef Gabbouj |
| 2017 | IJCNN | Generalized model of biological neural networks: Progressive operational perceptrons. | Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj |
| 2017 | MMSP | Comparison of HEVC coding schemes for tile-based viewport-adaptive streaming of omnidirectional video. | Ramin Ghaznavi Youvalari, Alireza Zare, Huameng Fang, Alireza Aminlou, Qingpeng Xie, Miska M. Hannuksela, Moncef Gabbouj |
| 2016 | CVPR | Comprehensive Automated 3D Urban Environment Modelling Using Terrestrial Laser Scanning Point Cloud. | Pouria Babahajiani, Lixin Fan, Joni-Kristian Kamarainen, Moncef Gabbouj |
| 2016 | ECCV | Global Scale Integral Volumes. | Sounak Bhattacharya, Lixin Fan, Pouria Babahajiani, Moncef Gabbouj |
| 2016 | ICASSP | Supervised subspace learning based on deep randomized networks. | Alexandros Iosifidis, Moncef Gabbouj |
| 2016 | ICIP | Fisheye video coding using elastic motion compensated reference frames. | Ashek Ahmmed, Miska M. Hannuksela, Moncef Gabbouj |
| 2016 | ICIP | Combining multi-class maximum margin classification with linear discriminant analysis for human action recognition. | Alexandros Iosifidis, Moncef Gabbouj |
| 2016 | ICIP | Face segmentation in thumbnail images by data-adaptive convolutional segmentation networks. | Serkan Kiranyaz, Muhammad-Adeel Waris, Iftikhar Ahmad, Ridha Hamila, Moncef Gabbouj |
| 2016 | ICPR | Salient object segmentation based on linearly combined affinity graphs. | aglar Aytekin, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj |
| 2016 | ICPR | Joint K-Means quantization for Approximate Nearest Neighbor Search. | Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj |
| 2016 | ICPR | Data Enrichment in Fine-Grained Classification of Aquatic Macroinvertebrates. | Jenni Raitoharju, Ekaterina Riabchenko, Kristian Meissner, Iftikhar Ahmad, Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz |
| 2016 | ICPR | Learned vs. engineered features for fine-grained classification of aquatic macroinvertebrates. | Ekaterina Riabchenko, Kristian Meissner, Iftikhar Ahmad, Alexandros Iosifidis, Ville Tirronen, Moncef Gabbouj, Serkan Kiranyaz |
| 2016 | ICPR | Object proposals using CNN-based edge filtering. | Muhammad-Adeel Waris, Alexandros Iosifidis, Moncef Gabbouj |
| 2016 | IDA | An Optimized k-NN Approach for Classification on Imbalanced Datasets with Missing Data. | Ezgi Can Ozan, Ekaterina Riabchenko, Serkan Kiranyaz, Moncef Gabbouj |
| 2016 | ISM | Standard-Compliant Multiview Video Coding and Streaming for Virtual Reality Applications. | Kashyap Kammachi Sreedhar, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj |
| 2016 | ISM | Viewport-Adaptive Encoding and Streaming of 360-Degree Video for Virtual Reality Applications. | Kashyap Kammachi Sreedhar, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj |
| 2016 | ISM | Efficient Coding of 360-Degree Pseudo-Cylindrical Panoramic Video for Virtual Reality Applications. | Ramin Ghaznavi Youvalari, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj |
| 2016 | PCS | HEVC-compliant viewport-adaptive streaming of stereoscopic panoramic video. | Alireza Zare, Kashyap Kammachi Sreedhar, Vinod Kumar Malamal Vadakital, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj |
| 2016 | VCIP | Automated tree detection and density calculation using unmanned aerial vehicles. | Olcay Guldogan, Jani Rotola-Pukkila, Uvaraj Balasundaram, Thanh-Hai Le, Kamal Mannar, Taufan Mega Chrisna, Moncef Gabbouj |
| 2016 | VCIP | Hierarchical class-specific kernel discriminant analysis for face verification. | Alexandros Iosifidis, Moncef Gabbouj |
| 2015 | ICIP | Visual saliency by extended quantum cuts. | aglar Aytekin, Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj |
| 2015 | ICIP | Upsampled-view distortion optimization for mixed resolution 3D Video Coding. | Michal Joachimiak, Miska M. Hannuksela, Payman Aflaki, Moncef Gabbouj |
| 2015 | IJCNN | On the dynamics of a Recurrent Hopfield Network. | Rama Murthy Garimella, Berkay Kicanaoglu, Moncef Gabbouj |
| 2015 | IJCNN | On the design of Hopfield Neural Networks: Synthesis of hopfield type associative memories. | Garimella Rama Murthy, Moncef Gabbouj |
| 2015 | IWANN | Existence and Synthesis of Complex Hopfield Type Associative Memories. | Garimella Rama Murthy, Moncef Gabbouj |
| 2015 | TrustCom | Class-Specific Nonlinear Projections Using Class-Specific Kernel Spaces. | Alexandros Iosifidis, Moncef Gabbouj, Petri Pekki |
| 2015 | TrustCom | M-PCA Binary Embedding for Approximate Nearest Neighbor Search. | Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj |
| 2014 | ACCV | Object Recognition in 3D Point Cloud of Urban Street Scene. | Pouria Babahajiani, Lixin Fan, Moncef Gabbouj |
| 2014 | ACCV | Evaluation of Depth-Based Super Resolution on Compressed Mixed Resolution 3D Video. | Michal Joachimiak, Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj |
| 2014 | ICASSP | Flexible depth map spatial resolution in depth-enhanced multiview video coding. | Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj |
| 2014 | ICASSP | Weighted-prediction-based color gamut scalability extension for the H.265/HEVC video codec. | Alireza Aminlou, Kemal Ugur, Miska M. Hannuksela, Moncef Gabbouj |
| 2014 | ICASSP | On application of rational Discrete Short Time Fourier Transform in epileptic seizure classification. | Pter Kovcs, Kaveh Samiee, Moncef Gabbouj |
| 2014 | ICIP | Backward compatible enhancement of chroma format in HEVC. | Dne Bugdayci Sansli, Kemal Ugur, Miska M. Hannuksela, Moncef Gabbouj |
| 2014 | ICIP | Downward spatially-scalable image reconstruction based on compressed sensing. | Shuyuan Zhu, Bing Zeng, Lu Fang, Moncef Gabbouj |
| 2014 | ICPR | Automatic Object Segmentation by Quantum Cuts. | aglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj |
| 2014 | ICPR | Incremental Learning with Support Vector Data Description. | Weiyi Xie, Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj |
| 2014 | Interspeech | Hierarchical modeling of F0 contours for voice conversion. | Gerard Sanchez, Hanna Siln, Jani Nurminen, Moncef Gabbouj |
| 2014 | ISCAS | Content adaptive depth map resampling scheme in multiview video plus depth. | Maryam Homayouni, Alireza Aminlou, Payman Aflaki, Moncef Gabbouj |
| 2014 | ISCAS | Texture classification using joint statistical representation in space-frequency domain with local quantized patterns. | Tiecheng Song, Hongliang Li, Bing Zeng, Moncef Gabbouj |
| 2014 | ISCAS | No reference image quality metric via distortion identification and multi-channel label transfer. | Qingbo Wu, Hongliang Li, King N. Ngan, Bing Zeng, Moncef Gabbouj |
| 2014 | ISCAS | Adaptive reweighted compressed sensing for image compression. | Shuyuan Zhu, Bing Zeng, Moncef Gabbouj |
| 2014 | ISM | Adaptive Spatial Resolution Selection for Stereoscopic Video Compression with MV-HEVC: A Frequency Based Approach. | Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj |
| 2014 | ISM | Salient Event Detection in Basketball Mobile Videos. | Francesco Cricri, Sujeet Mate, Igor D. D. Curcio, Moncef Gabbouj |
| 2014 | VCIP | Joint depth and texture filtering targeting MVD compression. | Payman Aflaki, Miska M. Hannuksela, Maryam Homayouni, Moncef Gabbouj |
| 2014 | VCIP | Improved weighted prediction based color gamut scalability in SHVC. | Dne Bugdayci Sansli, Alireza Aminlou, Kemal Ugur, Miska M. Hannuksela, Moncef Gabbouj |
| 2013 | ACSSC | Reduced-complexity binary search for Doppler estimation in GNSS receivers. | Baharak Soltanian, Murat Demirtas, Moncef Gabbouj |
| 2013 | ICASSP | Intra prediction mode coding for scalable HEVC. | Dne Bugdayci, M. Oguz Bici, Kemal Ugur, Moncef Gabbouj |
| 2013 | ICASSP | Supervised model training for overlapping sound events based on unsupervised source separation. | Toni Heittola, Annamaria Mesaros, Tuomas Virtanen, Moncef Gabbouj |
| 2013 | ICIP | Coding of mixed-resolution multiview video in 3D video application. | Payman Aflaki, Wenyi Su, Michal Joachimiak, Dmytro Rusanovskyy, Miska M. Hannuksela, Houqiang Li, Moncef Gabbouj |
| 2013 | ICIP | Quantum mechanics in computer vision: Automatic object extraction. | aglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj |
| 2013 | ICIP | Efficient video resolution adaptation using scalable H.265/HEVC. | Hoda Roodaki, Kemal Ugur, Miska M. Hannuksela, Moncef Gabbouj |
| 2013 | IGARSS | Polarimetric SAR classification using visual color features extracted over pseudo color images. | Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj |
| 2013 | Interspeech | Speaker-specific retraining for enhanced compression of unit selection text-to-speech databases. | Jani Nurminen, Hanna Siln, Moncef Gabbouj |
| 2013 | Interspeech | Voice conversion for non-parallel datasets using dynamic kernel partial least squares regression. | Hanna Siln, Jani Nurminen, Elina Helander, Moncef Gabbouj |
| 2013 | ISCAS | Evaluation of detailed modeling of the LP residual in statistical speech synthesis. | Jani Nurminen, Hanna Siln, Elina Helander, Moncef Gabbouj |
| 2013 | PCS | Flexible Coding Order for 3D video extension of H.265/HEVC. | Srikanth Gopalakrishna, Miska M. Hannuksela, Moncef Gabbouj |
| 2012 | ICASSP | Local linear transformation for voice conversion. | Victor Popa, Hanna Siln, Jani Nurminen, Moncef Gabbouj |
| 2012 | ICIP | An efficient multiplication-free and look-up table-free adaptive binary arithmetic coder. | Evgeniy Belyaev, Andrey M. Turlikov, Karen O. Egiazarian, Moncef Gabbouj |
| 2012 | Interspeech | Ways to Implement Global Variance in Statistical Speech Synthesis. | Hanna Siln, Elina Helander, Jani Nurminen, Moncef Gabbouj |
| 2012 | ISCAS | Complexity analysis of next-generation HEVC decoder. | Marko Viitanen, Jarno Vanne, Timo D. Hmlinen, Moncef Gabbouj, Jani Lainema |
| 2012 | MMM | Sensor-Based Analysis of User Generated Video for Multi-camera Video Remixing. | Francesco Cricri, Igor D. D. Curcio, Sujeet Mate, Kostadin Dabov, Moncef Gabbouj |
| 2012 | PCS | Texture denoising utilized in depth-enhanced multiview video coding. | Payman Aflaki, Dmytro Rusanovskyy, Timo Utriainen, Emilia Pesonen, Miska M. Hannuksela, Satu Jumisko-Pyykk, Moncef Gabbouj |
| 2011 | CBMI | A region-dependent image matching method for image and video annotation. | Golnaz Abdollahian, Murat Birinci, Fernando Daz-de-Mara, Moncef Gabbouj, Edward J. Delp |
| 2011 | CBMI | Audiovisual video context recognition using SVM and genetic algorithm fusion rule weighting. | Mikko Roininen, Esin Guldogan, Moncef Gabbouj |
| 2011 | HCI | Dynamic Queries with Relevance Feedback for Content Based Image Retrieval. | Murat Birinci, Esin Guldogan, Moncef Gabbouj |
| 2011 | ICASSP | Lossless audio hiding method for synchronous audio-video coding. | Weiwei Chen, Jin Li, Moncef Gabbouj, Jarmo Takala |
| 2011 | ICASSP | Prediction of discrete cosine transformed coefficients in resized pixel blocks. | Jin Li, Weiwei Chen, Moncef Gabbouj, Jarmo Takala, Hexin Chen |
| 2011 | ICCCN | Parallel Adaptive HTTP Media Streaming. | Chenghao Liu, Imed Bouazizi, Moncef Gabbouj |
| 2011 | ICIP | Multi-dimensional evolutionary feature synthesis for content-based image retrieval. | Serkan Kiranyaz, Jenni Pulkkinen, Turker Ince, Moncef Gabbouj |
| 2011 | ICIP | Incremental evolution of collective network of binary classifier for polarimetric SAR image classification. | Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj, Turker Ince |
| 2011 | Interspeech | Prediction of Voice Aperiodicity Based on Spectral Representations in HMM Speech Synthesis. | Hanna Siln, Elina Helander, Moncef Gabbouj |
| 2011 | ISM | Multimodal Event Detection in User Generated Videos. | Francesco Cricri, Kostadin Dabov, Igor D. D. Curcio, Sujeet Mate, Moncef Gabbouj |
| 2011 | MMSys | Rate adaptation for adaptive HTTP streaming. | Chenghao Liu, Imed Bouazizi, Moncef Gabbouj |
| 2010 | ICIP | Subjective study on compressed asymmetric stereoscopic video. | Payman Aflaki, Miska M. Hannuksela, Jukka Hkkinen, Paul Lindroos, Moncef Gabbouj |
| 2010 | ICIP | Congestion-aware transmission rate control using Medium Grain Scalability of Scalable Video Coding. | Miska M. Hannuksela, Haibo Zhu, Houqiang Li, Moncef Gabbouj |
| 2010 | ICIP | Network of evolutionary binary classifiers for classification and retrieval in macroinvertebrate databases. | Serkan Kiranyaz, Moncef Gabbouj, Jenni Pulkkinen, Turker Ince, Kristian Meissner |
| 2010 | ICPR | Classification of Polarimetric SAR Images Using Evolutionary RBF Networks. | Turker Ince, Serkan Kiranyaz, Moncef Gabbouj |
| 2010 | Interspeech | Maximum a posteriori voice conversion using sequential monte carlo methods. | Elina Helander, Hanna Siln, Joaqun Mguez, Moncef Gabbouj |
| 2010 | Interspeech | Using robust viterbi algorithm and HMM-modeling in unit selection TTS to replace units of poor quality. | Hanna Siln, Elina Helander, Jani Nurminen, Konsta Koppinen, Moncef Gabbouj |
| 2010 | ISCAS | Efficient SIMD-based implementation of adaptive filter. | Antti Hallapuro, Dmytro Rusanovskyy, Kemal Ugur, Jani Lainema, Moncef Gabbouj |
| 2010 | VCIP | Time-variable camera separation for compression of stereoscopic video. | Maosheng Ji, Miska M. Hannuksela, Moncef Gabbouj, Houqiang Li |
| 2009 | CBMI | Dominant Color Extraction Based on Dynamic Clustering by Multi-dimensional Particle Swarm Optimization. | Serkan Kiranyaz, Stefan Uhlmann, Moncef Gabbouj |
| 2009 | ICASSP | Video coding using Variable Block-Size Spatially Varying Transforms. | Cixun Zhang, Kemal Ugur, Jani Lainema, Moncef Gabbouj |
| 2009 | ICIP | Adaptive interpolation with flexible filter structures for video coding. | Dmytro Rusanovskyy, Kemal Ugur, Moncef Gabbouj |
| 2009 | ICIP | An objective video quality metric based on spatiotemporal distortion. | Junyong You, Miska M. Hannuksela, Moncef Gabbouj |
| 2009 | Interspeech | A novel technique for voice conversion based on style and content decomposition with bilinear models. | Victor Popa, Jani Nurminen, Moncef Gabbouj |
| 2009 | Interspeech | Parameterization of vocal fry in HMM-based speech synthesis. | Hanna Siln, Elina Helander, Jani Nurminen, Moncef Gabbouj |
| 2009 | ISCAS | Regionally Adaptive Filtering for Asymmetric Stereoscopic Video Coding. | Ying Chen, Ye-Kui Wang, Moncef Gabbouj, Miska M. Hannuksela |
| 2009 | ISCAS | Joint Texture and Depth Map Video Coding based on the Scalable Extension of H.264/AVC. | Siping Tao, Ying Chen, Miska M. Hannuksela, Ye-Kui Wang, Moncef Gabbouj, Houqiang Li |
| 2009 | ISCC | Media aware FEC for Ccalable Video Coding transmission. | Lukasz Kondrad, Imed Bouazizi, Moncef Gabbouj |
| 2009 | PCS | Coding techniques in Multiview Video Coding and Joint Multiview Video Model. | Ying Chen, Miska M. Hannuksela, Ling Zhu, Antti Hallapuro, Moncef Gabbouj, Houqiang Li |
| 2009 | PCS | Efficient hierarchical inter picture coding for H.264/AVC baseline profile. | Weixing Wan, Ying Chen, Ye-Kui Wang, Miska M. Hannuksela, Houqiang Li, Moncef Gabbouj |
| 2009 | PCS | Low complexity algorithm for Spatially Varying Transforms. | Cixun Zhang, Kemal Ugur, Jani Lainema, Antti Hallapuro, Moncef Gabbouj |
| 2009 | PSIVT | Video Coding Using Spatially Varying Transform. | Cixun Zhang, Kemal Ugur, Jani Lainema, Moncef Gabbouj |
| 2009 | WoWMoM | Mobile and Interactive Social Television - A virtual TV room. | Francesco Cricri, Sujeet Mate, Igor D. D. Curcio, Moncef Gabbouj |
| 2008 | CBMI | Image color content description utilizing perceptual color correlogram. | Murat Birinci, Serkan Kiranyaz, Moncef Gabbouj |
| 2008 | ICASSP | LSF mapping for voice conversion with very small training sets. | Elina Helander, Jani Nurminen, Moncef Gabbouj |
| 2008 | ICASSP | A detection algorithm for zero-quantized DCT coefficients in JPEG. | Jin Li, Jarmo Takala, Moncef Gabbouj, Hexin Chen |
| 2008 | ICASSP | Efficient calculation of adaptive interpolation filter with distortion modelling. | Kemal Ugur, Dmytro Rusanovskyy, Moncef Gabbouj |
| 2008 | ICASSP | Video coding using pruned transforms and interleaving of multiple block. | Cixun Zhang, Kemal Ugur, Jani Lainema, Antti Hallapuro, Moncef Gabbouj |
| 2008 | ICIP | Picture-level adaptive filter for asymmetric stereoscopic video. | Ying Chen, Ye-Kui Wang, Miska M. Hannuksela, Moncef Gabbouj |
| 2008 | ICPR | Unsupervised design of Artificial Neural Networks via multi-dimensional Particle Swarm Optimization. | Serkan Kiranyaz, Turker Ince, Alper Yildirim, Moncef Gabbouj |
| 2008 | Interspeech | On the impact of alignment on voice conversion performance. | Elina Helander, Jan Schwarz, Jani Nurminen, Hanna Siln, Moncef Gabbouj |
| 2008 | Interspeech | Evaluation of Finnish unit selection and HMM-based speech synthesis. | Hanna Siln, Elina Helander, Jani Nurminen, Moncef Gabbouj |
| 2008 | ISCAS | Frame loss error concealment for multiview video coding. | Shujie Liu, Ying Chen, Ye-Kui Wang, Moncef Gabbouj, Miska M. Hannuksela, Houqiang Li |
| 2008 | ISCAS | Video coding with pixel-aligned directional adaptive interpolation filters. | Dmytro Rusanovskyy, Kemal Ugur, Moncef Gabbouj, Jani Lainema |
| 2008 | MMSP | Fast encoding algorithms for video coding with adaptive interpolation filters. | Dmytro Rusanovskyy, Kemal Ugur, Moncef Gabbouj |
| 2008 | MUM | Seamless handover for mobile TV over DVB-H applications. | Lukasz Kondrad, Imed Bouazizi, Moncef Gabbouj |
| 2007 | ICASSP | Adaptive Interpolation Filter with Flexible Symmetry for Coding High Resolution High Quality Video. | Kemal Ugur, Jani Lainema, Moncef Gabbouj |
| 2007 | MMSP | Spatial and Temporal Adaptation of Interpolation Filter For Low Complexity Encoding/Decoding. | Dmytro Rusanovskyy, Moncef Gabbouj, Kemal Ugur |
| 2006 | ICASSP | Multi-Scale Edge Detection and Object Extraction for Image Retrieval. | Miguel Ferreira, Serkan Kiranyaz, Moncef Gabbouj |
| 2006 | ICASSP | Low-Complexity Fuzzy Video Rate Controller for Streaming. | Mehdi Rezaei, Miska M. Hannuksela, Moncef Gabbouj |
| 2006 | ICASSP | Generating H.264/AVC Compliant Bitstreams for Lightweight Decoding Operation Suitable for Mobile Multimedia Systems. | Kemal Ugur, Jani Lainema, Antti Hallapuro, Moncef Gabbouj |
| 2006 | ICIP | Video Splicing and Fuzzy Rate Control in IP Multi-Protocol Encapsulator for Tune-In Time Reduction in IP Datacasting (IPDC) over DVB-H. | Mehdi Rezaei, Miska M. Hannuksela, Moncef Gabbouj |
| 2006 | PIMRC | Spliced Video and Buffering Considerations for Tune-In Time Minimization in DVB-H for Mobile TV. | Mehdi Rezaei, Miska M. Hannuksela, Vinod Kumar Malamal Vadakital, Moncef Gabbouj |
| 2006 | PIMRC | Method for Unequal Error Protection in DVB-H for Mobile Television. | Vinod Kumar Malamal Vadakital, Miska M. Hannuksela, Mehdi Rezaei, Moncef Gabbouj |
| 2005 | ICIP | Visual media retrieval using transform-based layered query scheme. | Esin Guldogan, Moncef Gabbouj, Olcay Guldogan |
| 2005 | ICIP | Block-based ordinal co-occurrence matrices for texture similarity evaluation. | Mari Partio, Bogdan Cramariuc, Moncef Gabbouj |
| 2005 | ISCAS | Sub-sequence video coding for improved temporal scalability. | Dong Tian, Miska M. Hannuksela, Moncef Gabbouj |
| 2005 | ISCAS | Spatial error concealment based on directional decision and intra prediction. | Yan Zhao, Dong Tian, Miska M. Hannuksela, Moncef Gabbouj |
| 2005 | MMSP | An Efficient Image Retrieval Scheme on Java Enabled Mobile Devices. | Iftikhar Ahmad, Serkan Kiranyaz, Moncef Gabbouj |
| 2005 | MMSP | Bit Allocation for Variable Bitrate Video. | Mehdi Rezaei, Moncef Gabbouj |
| 2005 | MMSP | On Datacasting of H.264/AVC over DVB-H. | Vinod Kumar Malamal Vadakital, Miska M. Hannuksela, Harri Pekkonen, Moncef Gabbouj |
| 2005 | PIMRC | Video rate control for streaming and local recording optimized for mobile devices. | Mehdi Rezaei, Stephan Wenger, Moncef Gabbouj |
| 2004 | ICASSP | Modeling and real-time auralization of electrodynamic loudspeaker non-linearities. | Marcelo Soria-Rodrguez, Moncef Gabbouj, Nick Zacharov, Matti S. Hmlinen, Kalle Koivuniemi |
| 2004 | ICIP | Texture similarity evaluation using ordinal co-occurrence. | Mari Partio, Bogdan Cramariuc, Moncef Gabbouj |
| 2003 | ICIP | Relevance feedback for shape query refinement. | Faouzi Alaya Cheikh, Bogdan Cramariuc, Moncef Gabbouj |
| 2003 | ICIP | Compression effects on color and texture based multimedia indexing and retrieval. | Esin Guldogan, Olcay Guldogan, Serkan Kiranyaz, Kerem Caglar, Moncef Gabbouj |
| 2003 | ICIP | Random access using isolated regions. | Miska M. Hannuksela, Ye-Kui Wang, Moncef Gabbouj |
| 2002 | ICIP | Coding of faded scene transitions. | Dong Tian, Miska M. Hannuksela, Ye-Kui Wang, Moncef Gabbouj |
| 2002 | ICIP | Sub-picture: ROI coding and unequal error protection. | Ye-Kui Wang, Miska M. Hannuksela, Moncef Gabbouj |
| 2002 | ICIP | The error concealment feature in the H.26L test model. | Ye-Kui Wang, Miska M. Hannuksela, Viktor Varsa, Ari Hourunranta, Moncef Gabbouj |
| 2000 | ICASSP | Wavelet based corner detection using singular value decomposition. | Azhar Quddus, Moncef Gabbouj |
| 2000 | ICIP | A New Image Similarity Measure Based on Ordinal Correlation. | Bogdan Cramariuc, Ilya Shmulevich, Moncef Gabbouj, Asko Makela |
| 2000 | ICPR | A Weighted Distance Approach to Relevance Feedback. | Selim Aksoy, Robert M. Haralick, Faouzi Alaya Cheikh, Moncef Gabbouj |
| 2000 | ISCAS | Directional-rational approach for color image enhancement. | Faouzi Alaya Cheikh, Moncef Gabbouj |
| 1999 | ICASSP | Motion field estimation by vector rational interpolation for error concealment purposes. | Sofia Tsekeridou, Faouzi Alaya Cheikh, Moncef Gabbouj, Ioannis Pitas |
| 1999 | ICIP | A Dedicated Hardware System for a Class of Nonlinear Order Statistics Rational Hybrid Filters with Applications to Image Processing. | Lazhar Khriji, Giuseppe Bernacchia, Moncef Gabbouj, Giovanni L. Sicuranza |
| 1999 | ICIP | Programmable Hardware Implementation for the Median-Rational Hybrid Filters. | Lazhar Khriji, Giuseppe Bernacchia, Moncef Gabbouj, Giovanni L. Sicuranza |
| 1999 | ICIP | Nonlinear Interpolators for Old Movie Restoration. | Lazhar Khriji, Moncef Gabbouj, Stefano Marsi, Giovanni Ramponi, Etienne Decencire Ferrandire |
| 1999 | ISCAS | Vector median-rational hybrid filters for multichannel image processing. | Lazhar Khriji, Moncef Gabbouj |
| 1998 | ICIP | Median-Rational Hybrid Filters. | Lazhar Khriji, Moncef Gabbouj |
| 1997 | ICASSP | Prediction based on Boolean, FIR-Boolean hybrid and stack filters for lossless image coding. | Doina Petrescu, Ioan Tabus, Moncef Gabbouj |
| 1997 | ICIP | Prediction Based on Boolean Filters for Multiresolution Lossless Image Compression. | Doina Petrescu, Moncef Gabbouj |
| 1996 | ICIP | Impulse noise removal in highly corrupted color images. | Faouzi Alaya Cheikh, Ridha Hamila, Moncef Gabbouj, Jaakko Astola |
| 1996 | ICIP | A parallel marker based watershed transformation. | Alina N. Moga, Moncef Gabbouj |
| 1996 | ICIP | Training based optimal stack filter design under structural constraints. | Ioan Tabus, Doina Petrescu, Moncef Gabbouj |
| 1995 | ICASSP | Fast order-recursive algorithms for optimal stack filter design. | Ioan Tabus, Moncef Gabbouj |
| 1995 | ICIP | An efficient watershed segmentation algorithm suitable for parallel implementation. | Alina N. Moga, Bogdan Cramariuc, Moncef Gabbouj |
| 1994 | ICIP | Robust B-Spline Image Smoothing. | Marta Karczewicz, Moncef Gabbouj, Jaakko Astola |
| 1994 | ISCAS | A Class of Order Statistics Learning Vector Quantizers. | Ioannis Pitas, Constantine Kotropoulos, Nikos Nikolaidis, Ruikang Yang, Moncef Gabbouj |
| 1994 | ISCAS | The PBF of One Weight Weighted Median Filters. | Tong Sun, Moncef Gabbouj, Yrj Neuvo |
| 1994 | ISCAS | An Efficient Design Method for Optimal Weighted Median Filtering. | Ruikang Yang, Moncef Gabbouj, Yrj Neuvo |
| 1994 | ISCAS | Parametric Analysis of Weighted Order Statistic Filters. | Ruikang Yang, Moncef Gabbouj, Pao-Ta Yu |
| 1994 | ISMM | Implementation of a Distributed Watershed Algorithm. | Alina N. Moga, Timo Viero, Bogdan P. Dobrin, Moncef Gabbouj |
| 1993 | ISCAS | Optimal weighted median filters under structural constraints. | Ruikang Yang, Lin Yin, Moncef Gabbouj, Jaakko Astola, Yrj Neuvo |
| 1991 | ICASSP | Optimal stack filtering and classical Bayes decision. | Bing Zeng, Moncef Gabbouj, Yrj Neuvo |
| 1990 | VCIP | Minimax optimization over the class of stack filters. | Moncef Gabbouj, Edward J. Coyle |