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14th IVMSP 2022: Nafplio, Greece
- 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, IVMSP 2022, Nafplio, Greece, June 26-29, 2022. IEEE 2022, ISBN 978-1-6654-7822-9
- Chowdhury Sadman Jahan
, Andreas E. Savakis, Erik Blasch:
SAR Image Classification with Knowledge Distillation and Class Balancing for Long-Tailed Distributions. 1-5 - Duygu Sesver, Alp Eren Gençoglu, Çagri Emre Yildiz, Zehra Günindi, Faeze Habibi, Ziya Ata Yazici
VIDI: A Video Dataset of Incidents. 1-5 - Roy Janco, Jonatan Ostrometzky, Hagit Messer:
Rain Estimation from Smart City's E-band Links. 1-5 - Alexis Juven
Temperature Estimation in Fusion Devices using Machine Learning techniques on Infrared Specular Synthetic Data. 1-5 - Berk Iskender
Dynamic Tomography Reconstruction by Projection-Domain Separable Modeling. 1-5 - Thanassis Drivas, Vasileios Sitokonstantinou
A Data Cube of Big Satellite Image Time-Series for Agriculture Monitoring. 1-5 - Maria Pegia, Anastasia Moumtzidou, Ilias Gialampoukidis, Björn Þór Jónsson, Stefanos Vrochidis, Ioannis Kompatsiaris:
BiasHash: A Bayesian Hashing Framework for Image Retrieval. 1-5 - Yiqun Liu
Light-Weight CNN-Based VVC Inter Partitioning Acceleration. 1-5 - Chelsea E. Harris, Sokratis Makrogiannis:
Sparse Analysis of Block-Boosted Deep Features for Osteoporosis Classification. 1-5 - Iason-Ioannis Panagos, Angelos P. Giotis, Christophoros Nikou:
Multi-object Visual Tracking for Indoor Images of Retail Consumers. 1-5 - Nikitas Maragkos, Maria Tzelepi, Nikolaos Passalis, Apostolos N. Adamakos, Anastasios Tefas
Electric load demand forecasting on Greek Energy Market using lightweight neural networks. 1-5 - Antigoni Panagiotopoulou, Emmanuel Bratsolis, Lazaros Grammatikopoulos, Eleni Petsa, Eleni Charou, Konstantinos Poirazidis, Aristotelis Martinis, Nicholas Madamopoulos:
Sentinel-2 Images at 2.5m Spatial Resolution via Deep-Learning: A Case Study in Zakythnos. 1-5 - Pai Chet Ng, Yannick Verdie, Juwei Lu, Konstantinos N. Plataniotis:
Efficient Hyperspectral Reconstruction from RGB Images with Line-Pixel Deconvolution. 1-5 - Jon Álvarez Justo, Daniela Lupu, Milica Orlandic, Ion Necoara, Tor Arne Johansen:
A Comparative Study of Compressive Sensing Algorithms for Hyperspectral Imaging Reconstruction. 1-5 - Yubo Wang, Zhao Wang, Yuusuke Nakano, Ken Nishimatsu, Katsuya Hasegawa, Jun Ohya:
Context Enhanced Traffic Segmentation: traffic jam and road surface segmentation from aerial image. 1-5 - Anh Minh Truong, Wilfried Philips, Nikos Deligiannis
Novel View Synthesis for Sparse RGB-D camera networks. 1-5 - Angelos P. Giotis, Giorgos Sfikas, Christophoros Nikou:
Adversarial deep features for weakly supervised document image keyword spotting. 1-5 - Dimitrios E. Diamantis, Panagiota Gatoula, Dimitris K. Iakovidis:
EndoVAE: Generating Endoscopic Images with a Variational Autoencoder. 1-5 - George Choumos, Alkiviadis Koukos, Vasileios Sitokonstantinou
Towards Space-to-Ground Data Availability for Agriculture Monitoring. 1-5 - Magnus Caspersen, Md. Sayed Tanveer, A. S. M. Shihavuddin
Cascaded DNNs for detecting the position and orientation of Left Ventricle from 3D CT Scans. 1-5 - Ornela Nanushi, Vasileios Sitokonstantinou
Pest Presence Prediction Using Interpretable Machine Learning. 1-5 - Shervin Mehryar:
Location-Aided Activity Recognition from Channel State Information with Deep Cross-Modal Learning. 1-5 - Danut-Vasile Giurgi, Thomas Josso-Laurain, Maxime Devanne, Jean-Philippe Lauffenburger:
Real-time road detection implementation of UNet architecture for autonomous driving. 1-5 - Zahra Tabatabaei, Adrián Colomer, Kjersti Engan
Residual block Convolutional Auto Encoder in Content-Based Medical Image Retrieval. 1-5 - Stelios Andreadis, Thanassis Mavropoulos, Nick Pantelidis, Stefanos Vrochidis, Mirette Elias, Charis Papadopoulos, Ilias Gialampoukidis, Ioannis Kompatsiaris:
SPARQL querying for validating the usage of automatically georeferenced social media data as human sensors for air quality. 1-5 - Manos Kirtas, Nikolaos Passalis, Dimitrios Kalavrouziotis, Dimitris Syrivelis, Paraskevas Bakopoulos, Nikos Pleros
Early Detection of DDoS Attacks using Photonic Neural Networks. 1-5 - Maryam Hamad
View-consistent 4D Light Field Style Transfer using Neural Networks and Over-segmentation. 1-5 - Vasileios Magoulianitis, Yijing Yang, C.-C. Jay Kuo:
HUNIS: High-Performance Unsupervised Nuclei Instance Segmentation. 1-5 - Anestis Christidis, Christos Papaioannidis, Ioannis Pitas:
Monocular Weakly-Supervised Camera-Relative 3D Human Pose Estimation. 1-5 - Jorge García-Torres
Towards using Thermal Cameras in Birth Detection. 1-5 - Marios Aristodemou
Investigation of Deep Learning architectures and features for Adversarial Machine Learning Attacks in Modulation Classifications. 1-6 - Aggelos Katsaliros, Iason-Ioannis Panagos, Giorgos Sfikas, Christophoros Nikou:
Road Crack Detection Using Quaternion Neural Networks. 1-5 - Jun Wang, Omran Alamayreh, Benedetta Tondi, Mauro Barni:
An Architecture for the detection of GAN-generated Flood Images with Localization Capabilities. 1-5 - Maria Trigka, Elias Dritsas, Konstantinos Moustakas:
Joint Power and Contrast Shrinking in RGB Images with Exponential Smoothing. 1-5 - Iason Karakostas
Explaining and verifying the robustness of Visual Object Trackers to noise. 1-5 - Zeno Sambugaro, Marco Merlin, Nicola Conci:
SinGAN-3D: towards unconditioned 3D shapes generation. 1-5 - Greig Richmond, Arlene A. Cole-Rhodes
Non-Uniform Blind Image Deblurring Using an Algorithm Unrolling Neural Network. 1-5 - Fotini Patrona, Ioannis Mademlis
Gesture Recognition by Self-Supervised Moving Interest Point Completion for CNN-LSTMs. 1-5 - Nikos Piperigkos
Robust 4D awareness via diffusion adaptation over Connected and Autonomated vehicles. 1-5 - Ahmad Sajedi, Yuri A. Lawryshyn, Konstantinos N. Plataniotis:
Subclass Knowledge Distillation with Known Subclass Labels. 1-5 - Thean Chun Koh, Chai Kiat Yeo, Vaitesswar U. S, Xuan Jing:
Context-Aware Memory Attention Network for Video-Based Action Recognition. 1-5 - George Retsinas, Panagiotis Paraskevas Filntisis, Nikos Kardaris, Petros Maragos:
Attribute-based Gesture Recognition: Generalization to Unseen Classes. 1-5 - Ashkan Faghiri, Armin Iraji, Noah Lewis, Kun Yang, Koko Ishizuka, Akira Sawa, Tülay Adali, Vince D. Calhoun
Going from lines to triangles: A formulation for time-frequency moments of time-series with application to study fMRI. 1-5 - Rocío del Amor, Francisco Javier Curieses
Multi-Resolution Framework For Spitzoid Neoplasm Classification Using Histological Data. 1-5 - Ioannis Sarridis, Georgios Karantaidis
Image Driven Optimal Personalized Route Recommendation. 1-5 - Daniel Pototzky, Azhar Sultan, Lars Schmidt-Thieme
Parting With Illusions About Synthetic Data. 1-4 - Dimitrios Lappas, George Fessakis, Panagiotis Karampelas
Recognizing the Threats of Drone Surveillance. A Case Study. 1-5 - Anastasios Arsenos, Dimitrios Kollias
A Large Imaging Database and Novel Deep Neural Architecture for Covid-19 Diagnosis. 1-5 - Tuan D. Pham:
Classification Of Ecg Signals Of Heart Beats Using Tf-Ts Lstm With Augmented Fuzzy Recurrence Eigenvalues. 1-5 - Bogdan Mocanu, Ruxandra Tapu:
Audio-Video Fusion with Double Attention for Multimodal Emotion Recognition. 1-5 - Theodoros Psallidas, Michael D. Vasilakakis, Evaggelos Spyrou, Dimitris K. Iakovidis:
Multimodal Video Summarization based on Fuzzy Similarity Features. 1-5 - Jingwen Zhu, Suiyi Ling, Yoann Baveye, Patrick Le Callet:
A Framework to Map VMAF with the Probability of Just Noticeable Difference between Video Encoding Recipes. 1-5 - Saul Fuster, Farbod Khoraminia, Umay Kiraz, Neel Kanwal
Invasive Cancerous Area Detection in Non-Muscle Invasive Bladder Cancer Whole Slide Images. 1-5 - Ashley Foster, Oscar Best, Mario Gianni, Asiya Khan
Drone Footage Wind Turbine Surface Damage Detection. 1-5 - Georgios Zamanakos, Lazaros T. Tsochatzidis, Angelos Amanatiadis, Ioannis Pratikakis:
A cooperative LiDAR-camera scheme for extrinsic calibration. 1-5 - Emmanouil Patsiouras, Vasileios Mygdalis
On the Detection of Powerline Elements with Efficient Transformers. 1-5 - Ekrem Çetinkaya, Minh Nguyen, Christian Timmerer:
LiDeR: Lightweight Dense Residual Network for Video Super-Resolution on Mobile Devices. 1-5 - Alexandros Gkillas, Dimitris Ampeliotis, Kostas Berberidis:
Federated Dictionary Learning from Non-IID Data. 1-5 - Neel Kanwal
Quantifying the effect of color processing on blood and damaged tissue detection in Whole Slide Images. 1-5 - Nikolaos Karantaglis
Deep Learning for On-Street Parking Violation Prediction. 1-5 - Yu-Chen Su, Tsung-Jung Liu
Multi-scale Wavelet Frequency Channel Attention for Remote Sensing Image Segmentation. 1-5 - Oktay Agcaoglu, Rogers F. Silva, Vince D. Calhoun
Multimodal fusion of brain imaging data with joint non-linear independent component analysis. 1-5 - Daniel Pototzky, Azhar Sultan, Lars Schmidt-Thieme
Does Self-Supervised Pretraining Really Match ImageNet Weights? 1-5 - Zhengyan Dong, Xinbo Wu
Identifying Pitfalls in the Evaluation of Saliency Models for Videos. 1-5 - Guillem Delgado
Virtual validation of a multi-object tracker with intercamera tracking for automotive fisheye based surround view systems. 1-5 - Nikola Janjuseviç, Amirhossein Khalilian-Gourtani, Yao Wang
Gabor is Enough: Interpretable Deep Denoising with a Gabor Synthesis Dictionary Prior. 1-5 - Christina O. Tze, Panagiotis Paraskevas Filntisis, Anastasios Roussos
Cartoonized Anonymization of Sign Language Videos. 1-5 - Iliana Loi, Angeliki Grammatikaki, Panagiotis Tsinganos, Efe Bozkir, Dimitris Ampeliotis, Konstantinos Moustakas, Enkelejda Kasneci, Athanassios Skodras:
Proportional Myoelectric Control in a Virtual Reality Environment. 1-5 - Meixu Chen, Richard Webb, Alan C. Bovik:
Foveated MOVI-Codec: Foveation-based Deep Video Compression without Motion. 1-5 - Thibaud Misonne, Sébastien Jodogne
Federated learning for heart segmentation. 1-5
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