ICPRAM

Publications

2024

Torsten Schlett, Christian Rathgeb, Juan E. Tapia, Christoph Busch
Double Trouble? Impact and Detection of Duplicates in Face Image Datasets. ICPRAM (2024)
Martyna Kurbiel, Agata M. Wijata, Jakub Nalepa
Predicting the MGMT Promoter Methylation Status in T2-FLAIR Magnetic Resonance Imaging Scans Using Machine Learning. ICPRAM (2024)
Yúri Faro Dantas De Sant' Anna, Mariana Lira de Farias, Methanias Colaço Júnior, Daniel Oliveira Dantas, Max C. Rodrigues Junior
Fuel Classification in Electronic Tax Documents. ICPRAM (2024)
Zhenyue Gu, Benedikt Kolbeinsson, Krystian Mikolajczyk
AirEyeSeg: Teacher-Student Insights into Robust Fisheye UAV Detection. ICPRAM (2024)
Rohan Loveland, Ryan Sime
Anomaly Detection Methods for Finding Technosignatures. ICPRAM (2024)
Alice J. O'Toole
Combining Images and Words in Deep Networks that Identify People from Body Shape. ICPRAM (2024)
Ruturaj Patil, Hemavathy B, Sanat Sarangi, Dineshkumar Singh, Rupayan Chakraborty, Sanket Junagade, Srinivasu Pappula
Identifying Indian Cattle Behaviour Using Acoustic Biomarkers. ICPRAM (2024)
Giacomo F. P. Cuccovillo, Donato Impedovo, Alessia Monaco, Giuseppe Pirlo, Gianfranco Semeraro, Davide Veneto
Handwriting Detection Test (HWDT): Android Application for the Recognition of Neurodegenerative Diseases. ICPRAM (2024)
Stefania Bello, Alessia Monaco, Luca Musti, Giuseppe Pirlo, Gianfranco Semeraro
Filtered Random Hybrid Strokes (Frhs): Filtering Time-Series Considerding Velocity Profile. ICPRAM (2024)
Patrick Petersen, Hanno Stage, Philipp Reis, Jonas Rauch, Eric Sax
Comparison of Dimension Reduction Methods for Multivariate Time Series Pattern Recognition. ICPRAM (2024)
Markus Russold, Martin Nocker, Pascal Schöttle
Incremental Whole Plate ALPR Under Data Availability Constraints. ICPRAM (2024)
J. T. Charith Gunasekara, Alaa Sharafeldin, Matthew Triff, Zareen Kabir, Rohan Ben Joseph
Information Retrieval Chatbot on Military Policies and Standards. ICPRAM (2024)
Dimitrios Kritsiolis, Constantine Kotropoulos
Mobile Phone Identification from Recorded Speech Signals Using Non-Speech Segments and Universal Background Model Adaptation. ICPRAM (2024)
Taihei Asai, Koichiro Yamauchi
Swap-Deep Neural Network: Incremental Inference and Learning for Embedded Systems. ICPRAM (2024)
Youcef Ouadjer, Chiara Galdi, Sid-Ahmed Berrani, Mourad Adnane, Jean-Luc Dugelay
Self-Supervised-Based Multimodal Fusion for Active Biometric Verification on Mobile Devices. ICPRAM (2024)
Mahdi Jampour, Hussein Mohammed, Jost Gippert
Enhancing the Readability of Palimpsests Using Generative Image Inpainting. ICPRAM (2024)
Dapinder Kaur, Neeraj Battish, Arnav Bhavsar, Shashi Poddar
YOLOv7E: An Attention-Based Improved YOLOv7 for the Detection of Unmanned Aerial Vehicles. ICPRAM (2024)
Manuel Röder, Maximilian Münch, Christoph Raab, Frank-Michael Schleif
Crossing Domain Borders with Federated Few-Shot Adaptation. ICPRAM (2024)
David Mojzísek, Jan Hula
Efficient Solver Scheduling and Selection for Satisfiability Modulo Theories (SMT) Problems. ICPRAM (2024)
Swastik Jena, Bunil Kumar Balabantaray, Rajashree Nayak
Large Age Gap Face Verification by Learning GAN Synthesized Prototype Representations. ICPRAM (2024)
Luiz Fernando da Cunha Cintra, Rodigo da Silva Dias, Rogerio Salvini
A Post-Processing Strategy for Association Rules in Knowledge Discovery. ICPRAM (2024)
Benjamin Fankhauser, Vidushi Bigler, Kaspar Riesen
Impute Water Temperature in the Swiss River Network Using LSTMs. ICPRAM (2024)
Jacob Murel, David A. Smith
Detecting Manuscript Annotations in Historical Print: Negative Evidence and Evaluation Metrics. ICPRAM (2024)
Haruka Ide, Hiroyuki Ogata, Takuya Otani, Atsuo Takanishi, Jun Ohya
Detecting Overgrown Plant Species Occluding Other Species in Complex Vegetation in Agricultural Fields Based on Temporal Changes in RGB Images and Deep Learning. ICPRAM (2024)
Alexei M. Mikhailov, Mikhail F. Karavay
On Function of the Cortical Column and Its Significance for Machine Learning. ICPRAM (2024)
Viacheslav E. Antsiperov
Neuromorphic Encoding / Reconstruction of Images Represented by Poisson Counts. ICPRAM (2024)
Sasa Sambolek, Marina Ivasic-Kos
Person Detection and Geolocation Estimation in UAV Aerial Images: An Experimental Approach. ICPRAM (2024)
Alireza Ghaffari, Justin Yu, Mahsa Ghazvini Nejad, Masoud Asgharian, Boxing Chen, Vahid Partovi Nia
Mitigating Outlier Activations in Low-Precision Fine-Tuning of Language Models. ICPRAM (2024)
Sarah Schröder, Alexander Schulz, Fabian Hinder, Barbara Hammer
Semantic Properties of Cosine Based Bias Scores for Word Embeddings. ICPRAM (2024)
Georgios Tzolopoulos, Christos Korgialas, Constantine Kotropoulos
On Spectrogram Analysis in a Multiple Classifier Fusion Framework for Power Grid Classification Using Electric Network Frequency. ICPRAM (2024)
David Adamczyk, Jan Hula
Efficient Use of Large Language Models for Analysis of Text Corpora. ICPRAM (2024)
Arunselvan Ramaswamy, Yunpeng Ma, Stefan Alfredsson, Fran Collyer, Anna Brunström
Information Theoretic Deductions Using Machine Learning with an Application in Sociology. ICPRAM (2024)
Syed Mahir Tazwar, Max Knobbout, Enrique Hortal Quesada, Mirela Popa
Tab-VAE: A Novel VAE for Generating Synthetic Tabular Data. ICPRAM (2024)
Ming-Chang Lee, Jia-Chun Lin, Volker Stolz
Evaluation of K-Means Time Series Clustering Based on Z-Normalization and NP-Free. ICPRAM (2024)
Hifza Khalid, Arunselvan Ramaswamy, Simone Ferlin, Alva L. Couch
Modeling Batch Tasks Using Recurrent Neural Networks in Co-Located Alibaba Workloads. ICPRAM (2024)
Jiaqi Zhang, Xiaoyi Jiang
Classification Performance Boosting for Interpolation Kernel Machines by Training Set Pruning Using Genetic Algorithm. ICPRAM (2024)
Panagiotis Katranitsiotis, Panagiotis Zaparas, Konstantinos Stavridis, Petros Daras
Leveraging VR and Force-Haptic Feedback for an Effective Training with Robots. ICPRAM (2024)
Rémi Decelle, Phuc Ngo, Isabelle Debled-Rennesson, Frédéric Mothe, Fleur Longuetaud
Directional Filter for Tree Ring Detection. ICPRAM (2024)
Sayaka Mori, Tetsuya Suzuki
Experimental Application of Semantic Segmentation Models Fine-Tuned with Synthesized Document Images to Text Line Segmentation in a Handwritten Japanese Historical Document. ICPRAM (2024)
Pranav Sharma, Jigyasa Singh Katrolia, Jason R. Rambach, Bruno Mirbach, Didier Stricker
Achieving RGB-D Level Segmentation Performance from a Single ToF Camera. ICPRAM (2024)
Yuki Mori, Seiji Yamada, Takashi Onoda
Group Importance Estimation Method Based on Group LASSO Regression. ICPRAM (2024)
Toon Stuyck, Eric Demeester
Impact of Using GAN Generated Synthetic Data for the Classification of Chemical Foam in Low Data Availability Environments. ICPRAM (2024)
Mohamed Nidhal Abdi, Maher Khemakhem
Offline Text-Independent Arabic and Chinese Writer Identification Using a Multi-Segmentation Codebook-Based Strategy. ICPRAM (2024)
Francesco Castro, Donato Impedovo, Giuseppe Pirlo
A Federated Learning System with Biometric Medical Image Authentication for Alzheimer's Diagnosis. ICPRAM (2024)
Thomas Messerer
Towards Small Anomaly Detection. ICPRAM (2024)
Carlos E. López Fortín, Ikuko Nishikawa
Generative Data Augmentation for Few-Shot Domain Adaptation. ICPRAM (2024)
Marija Chuchalina, Aleksandrs Sisojevs, Alexey Tatarinov
Determination of Factors of Interest in Bone Models Based on Ultrasonic Data. ICPRAM (2024)
Telmo Cunha, Luiz Schirmer, João Marcos, Nuno Gonçalves
Noise Simulation for the Improvement of Training Deep Neural Network for Printer-Proof Steganography. ICPRAM (2024)
Rafael Pina, Varuna De Silva, Corentin Artaud
Towards Self-Adaptive Resilient Swarms Using Multi-Agent Reinforcement Learning. ICPRAM (2024)
Luke Thomas, Matt Roach, Alma A. M. Rahat, Austin Capsey, Mike Edwards
Semantic and Horizon-Based Feature Matching for Optimal Deep Visual Place Recognition in Waterborne Domains. ICPRAM (2024)