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13th ICPRAM 2024: Rome, Italy
- Modesto Castrillón Santana, Maria De Marsico, Ana Fred:
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2024, Rome, Italy, February 24-26, 2024. SCITEPRESS 2024, ISBN 978-989-758-684-2
Invited Speakers
- Marco Cristani:
Forecast the Forecasting. ICPRAM 2024: 5 - Jean-Luc Dugelay:
A Review on Malicious Facial Image Processing and Possible Counter-Measures. ICPRAM 2024: 7 - Alice J. O'Toole:
Combining Images and Words in Deep Networks that Identify People from Body Shape. ICPRAM 2024: 9 - Carol J. Smith:
Letting Go of the Numbers: Measuring AI Trustworthiness. 11-12
Theory and Methods
- Syed Mahir Tazwar, Max Knobbout, Enrique Hortal Quesada
, Mirela Popa:
Tab-VAE: A Novel VAE for Generating Synthetic Tabular Data. 17-26 - Simon Gutwein, Martin Kampel, Sabine Taschner-Mandl
GENUINE: Genomic and Nucleus Information Embedding for Single Cell Genetic Alteration Classification in Microscopic Images. 27-36 - Yubo Wang, Zhao Wang, Yuusuke Nakano, Katsuya Hasegawa, Hiroyuki Ishii, Jun Ohya:
MAC: Multi-Scales Attention Cascade for Aerial Image Segmentation. 37-47 - Antonio L. Alfeo, Mario G. C. A. Cimino:
Counterfactual-Based Feature Importance for Explainable Regression of Manufacturing Production Quality Measure. 48-56 - Kresimir Besenic, Igor S. Pandzic, Jörgen Ahlberg:
Let Me Take a Better Look: Towards Video-Based Age Estimation. 57-69 - Swastik Jena, Bunil Kumar Balabantaray, Rajashree Nayak:
Large Age Gap Face Verification by Learning GAN Synthesized Prototype Representations. 70-78 - Javier Torón-Artiles, Daniel Hernández-Sosa, Oliverio J. Santana
Classifying Soccer Ball-on-Goal Position Through Kicker Shooting Action. 79-90 - Georgios Tzolopoulos, Christos Korgialas
On Spectrogram Analysis in a Multiple Classifier Fusion Framework for Power Grid Classification Using Electric Network Frequency. 91-99 - Kento Sago, Kazuhiro Hotta:
Vision Transformer Interpretability via Prediction of Image Reflected Relevance Among Tokens. 100-106 - Torpong Nitayanont, Cheng Lu, Dorit S. Hochbaum:
Path of Solutions for Fused Lasso Problems. 107-118 - Luiz Fernando da Cunha Cintra, Rodigo da Silva Dias, Rogerio Salvini:
A Post-Processing Strategy for Association Rules in Knowledge Discovery. 119-130 - Markus Russold, Martin Nocker, Pascal Schöttle:
Incremental Whole Plate ALPR Under Data Availability Constraints. 131-140 - Sreekala Kallidil Padinjarekkara, Jessica Alecci, Mirela Popa:
XPCA Gen: Extended PCA Based Tabular Data Generation Model. 141-151 - Ryota Sato, Suzana Rita Alves Beleza, Erica K. Shimomoto
Sign Language Recognition Based on Subspace Representations in the Spatio-Temporal Frequency Domain. 152-159 - Sarah Schröder, Alexander Schulz
Semantic Properties of Cosine Based Bias Scores for Word Embeddings. 160-168 - Pranav Sharma, Jigyasa Singh Katrolia, Jason R. Rambach, Bruno Mirbach, Didier Stricker:
Achieving RGB-D Level Segmentation Performance from a Single ToF Camera. 171-178 - Telmo Cunha, Luiz Schirmer, João Marcos, Nuno Gonçalves
Noise Simulation for the Improvement of Training Deep Neural Network for Printer-Proof Steganography. 179-186 - Angelos-Michael Papadopoulos, Paschalis Melissas, Anestis Kastellos, Panagiotis Katranitsiotis, Panagiotis Zaparas, Konstantinos Stavridis, Petros Daras:
TenebrioVision: A Fully Annotated Dataset of Tenebrio Molitor Larvae Worms in a Controlled Environment for Accurate Small Object Detection and Segmentation. 187-196 - Yuki Mori, Seiji Yamada, Takashi Onoda:
Group Importance Estimation Method Based on Group LASSO Regression. 197-204 - Kotaro Ii, Hiroto Saigo, Yasuo Tabei:
A Branch-and-Bound Approach to Efficient Classification and Retrieval of Documents. 205-214 - Michael Fürst, Rahul Jakkamsetty, René Schuster, Didier Stricker:
Learned Fusion: 3D Object Detection Using Calibration-Free Transformer Feature Fusion. 215-223 - Yi Sheng Heng, James Pope
Content Rating Classification in Fan Fiction Using Active Learning and Explainable Artificial Intelligence. 224-231 - Shinji Niihara, Minoru Mori:
Improvement of Tensor Representation Label in Image Recognition: Evaluation on Selection, Complexity and Size. 232-239 - Charles Hamesse, Michiel Vlaminck, Hiep Luong, Rob Haelterman:
Practical Deep Feature-Based Visual-Inertial Odometry. 240-247 - Hope Hodges, J. A. (Jim) Connell, Carolyn Garrity, James Pope
Deep Learning, Feature Selection and Model Bias with Home Mortgage Loan Classification. 248-255 - Carlos E. López Fortín, Ikuko Nishikawa:
Generative Data Augmentation for Few-Shot Domain Adaptation. 256-265 - 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. 266-273 - Emna Ghorbel
Face Blending Data Augmentation for Enhancing Deep Classification. 274-280 - Marija Chuchalina, Aleksandrs Sisojevs
Determination of Factors of Interest in Bone Models Based on Ultrasonic Data. 281-287 - Kimia Haghjooei, Mansoor Rezghi:
QEBB: A Query-Efficient Black-Box Adversarial Attack on Video Recognition Models Based on Unsupervised Key Frame Selection. 288-295 - Valerie Vaquet
Investigating the Suitability of Concept Drift Detection for Detecting Leakages in Water Distribution Networks. 296-303 - Igor Lopes Souza, Daniel Oliveira Dantas:
Cardiac Arrhythmia Detection in Electrocardiogram Signals with CNN-LSTM. 304-310 - Nour El Houda Fodil, Damien Olivier, Pierrick Tranouez:
Towards Better Motif Detection: Comparative Analysis of Several Symbolic Methods. 311-319 - Arunselvan Ramaswamy, Yunpeng Ma, Stefan Alfredsson, Fran Collyer, Anna Brunström:
Information Theoretic Deductions Using Machine Learning with an Application in Sociology. 320-328 - Souad Taouti, Hadda Cherroun, Djelloul Ziadi:
Parallel Tree Kernel Computation. 329-336 - 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. 337-343 - Dapinder Kaur
YOLOv7E: An Attention-Based Improved YOLOv7 for the Detection of Unmanned Aerial Vehicles. 344-351 - Katharina Bendig, René Schuster, Didier Stricker:
ShapeAug: Occlusion Augmentation for Event Camera Data. 352-359 - David Mojzísek, Jan Hula:
Efficient Solver Scheduling and Selection for Satisfiability Modulo Theories (SMT) Problems. 360-369 - Takahiro Sannomiya, Kazuhiro Hotta:
Visualization of the Basis for Decisions by Selecting Layers Based on Model's Predictions Using the Difference Between Two Networks. 370-377 - Ayato Takama, Satoshi Kamiya, Kazuhiro Hotta:
Improvement of TransUNet Using Word Patches Created from Different Dataset. 378-385 - Spyridon Drakakis, Constantine Kotropoulos:
Applying the Neural Bellman-Ford Model to the Single Source Shortest Path Problem. 386-393 - Fabien Salzenstein, Abdel-Ouahab Boudraa:
Surface Extraction in Coherence Scanning Interferometry by Gauss-Markov Monte-Carlo Method and Teager-Kaiser Operator. 394-401 - Zhengyang Lyu, Pierre Beauseroy, Alexandre Baussard:
Study of an Expansion Method Based on an Image-Specific Classifier and Multi-Features for Weakly Supervised Semantic Segmentation. 402-409 - Rafael Pina, Varuna De Silva, Corentin Artaud:
Towards Self-Adaptive Resilient Swarms Using Multi-Agent Reinforcement Learning. 410-417 - Taihei Asai, Koichiro Yamauchi:
Swap-Deep Neural Network: Incremental Inference and Learning for Embedded Systems. 418-427 - Jiaqi Zhang, Xiaoyi Jiang:
Classification Performance Boosting for Interpolation Kernel Machines by Training Set Pruning Using Genetic Algorithm. 428-435 - Artur J. Ferreira
A Mutual Information Based Discretization-Selection Technique. 436-443 - Mohamed Amine Mezghich, Dorsaf Hmida, Taha Mustapha Nahdi, Faouzi Ghorbel
An Improved VGG16 Model Based on Complex Invariant Descriptors for Medical Images Classification. 444-452 - Juan A. Castro-Silva, María N. Moreno García, Lorena Guachi-Guachi
Instance Selection Framework for Alzheimer's Disease Classification Using Multiple Regions of Interest and Atlas Integration. 453-460 - Alexei M. Mikhailov, Mikhail F. Karavay:
On Function of the Cortical Column and Its Significance for Machine Learning. 461-468 - Ming-Chang Lee, Jia-Chun Lin, Volker Stolz:
Evaluation of K-Means Time Series Clustering Based on Z-Normalization and NP-Free. ICPRAM 2024: 469-477 - 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. 478-484 - Viacheslav E. Antsiperov
Neuromorphic Encoding / Reconstruction of Images Represented by Poisson Counts. 485-493
Applications
- Naoya Higuchi, Yasunobu Imamura, Vladimir Mic, Takeshi Shinohara, Kouichi Hirata, Tetsuji Kuboyama:
Fast Filtering for Similarity Search Using Conjunctive Enumeration of Sketches in Order of Hamming Distance. 499-510 - Manuel Röder, Maximilian Münch, Christoph Raab, Frank-Michael Schleif:
Crossing Domain Borders with Federated Few-Shot Adaptation. 511-521 - Meng Dong:
CLIP: Assisted Video Anomaly Detection. 522-533 - Mahdi Chamseddine
CaRaCTO: Robust Camera-Radar Extrinsic Calibration with Triple Constraint Optimization. 534-545 - Zhenyue Gu
AirEyeSeg: Teacher-Student Insights into Robust Fisheye UAV Detection. 546-557 - Hifza Khalid, Arunselvan Ramaswamy, Simone Ferlin, Alva L. Couch:
Modeling Batch Tasks Using Recurrent Neural Networks in Co-Located Alibaba Workloads. 558-569 - Muhammad Ali
Enhanced Segmentation of Deformed Waste Objects in Cluttered Environments. 570-581 - Francesco Ceccarelli, Lorenzo Giusti, Sean B. Holden, Pietro Liò:
Integrating Structure and Sequence: Protein Graph Embeddings via GNNs and LLMs. 582-593 - Ruturaj Patil, Hemavathy B, Sanat Sarangi, Dineshkumar Singh, Rupayan Chakraborty, Sanket Junagade, Srinivasu Pappula:
Identifying Indian Cattle Behaviour Using Acoustic Biomarkers. 594-602 - Hussein Mohammed
Small Patterns Detection in Historical Digitised Manuscripts Using Very Few Annotated Examples. 605-612 - Mohamed Nidhal Abdi, Maher Khemakhem:
Offline Text-Independent Arabic and Chinese Writer Identification Using a Multi-Segmentation Codebook-Based Strategy. 613-619 - Toon Stuyck, Eric Demeester:
Impact of Using GAN Generated Synthetic Data for the Classification of Chemical Foam in Low Data Availability Environments. 620-627 - Danilo Avola, Luigi Cinque, Gian Luca Foresti, Marco Raoul Marini
FaceVision-GAN: A 3D Model Face Reconstruction Method from a Single Image Using GANs. 628-632 - Rohan Loveland, Ryan Sime:
Anomaly Detection Methods for Finding Technosignatures. ICPRAM 2024: 633-640 - Kendai Itakura, Dukka Bahadur, Hiroto Saigo:
Benchmarking a Wide Range of Unsupervised Learning Methods for Detecting Anomaly in Blast Furnace. 641-650 - Panagiotis Katranitsiotis, Panagiotis Zaparas, Konstantinos Stavridis, Petros Daras:
Leveraging VR and Force-Haptic Feedback for an Effective Training with Robots. 651-660 - Lucie Martin, Muriel Dugachard, Yuqi Wang, Guillaume Scherpereel:
Detection of Energy Drifts in Waste Water Treatment Plants Using Dynamic Clustering. 661-670 - Anton Johan Röscher, Dustin van der Haar:
Fetal Health Classification Using One-Dimensional Convolutional Neural Network. 671-678 - Ahmad Kamal Aijazi, Paul Checchin:
Robust 3D Point Cloud Registration Exploiting Unique LiDAR Scanning Pattern. 679-686 - Mahdi Jampour
Enhancing the Readability of Palimpsests Using Generative Image Inpainting. 687-694 - David Adamczyk, Jan Hula:
Efficient Use of Large Language Models for Analysis of Text Corpora. 695-705 - Malihe Javidi, Qiang Wang, Marta Vallejo
Quantification of Matching Results for Autofluorescence Intensity Images and Histology Images. 706-713 - J. T. Charith Gunasekara, Alaa Sharafeldin, Matthew Triff, Zareen Kabir, Rohan Ben Joseph:
Information Retrieval Chatbot on Military Policies and Standards. 714-722 - Charith Gunasekara, Yash Matharu, Rohan Ben Joseph:
Military Badge Detection and Classification Algorithm for Automatic Processing of Documents. 723-731 - Benjamin Fankhauser, Vidushi Bigler, Kaspar Riesen:
Impute Water Temperature in the Swiss River Network Using LSTMs. 732-738 - Youcef Ouadjer, Chiara Galdi, Sid-Ahmed Berrani, Mourad Adnane, Jean-Luc Dugelay:
Self-Supervised-Based Multimodal Fusion for Active Biometric Verification on Mobile Devices. 739-744 - Jacob Murel, David A. Smith:
Detecting Manuscript Annotations in Historical Print: Negative Evidence and Evaluation Metrics. 745-752 - Gauthier Rotsart De Hertaing, Dani Manjah, Benoît Macq:
TrajViViT: A Trajectory Video Vision Transformer Network for Trajectory Forecasting. 753-760 - Luke Thomas, Matt J. Roach, Alma A. M. Rahat, Austin Capsey, Mike Edwards:
Semantic and Horizon-Based Feature Matching for Optimal Deep Visual Place Recognition in Waterborne Domains. 761-770 - Hifza Khalid, Peter Portante, Alva L. Couch:
Linux Configuration Tuning: Is Having a Large Dataset Enough? 771-778 - Satoshi Tamura, Tomohiro Hattori, Yusuke Kato, Naoki Noguchi:
Speech Recognition for Indigenous Language Using Self-Supervised Learning and Natural Language Processing. 779-784 - Sasa Sambolek, Marina Ivasic-Kos:
Person Detection and Geolocation Estimation in UAV Aerial Images: An Experimental Approach. 785-792 - Dimitrios Kritsiolis, Constantine Kotropoulos:
Mobile Phone Identification from Recorded Speech Signals Using Non-Speech Segments and Universal Background Model Adaptation. 793-800 - Torsten Schlett, Christian Rathgeb, Juan E. Tapia
Double Trouble? Impact and Detection of Duplicates in Face Image Datasets. 801-808 - Patrick Petersen, Hanno Stage, Philipp Reis, Jonas Rauch, Eric Sax:
Comparison of Dimension Reduction Methods for Multivariate Time Series Pattern Recognition. 809-816 - Djedjiga Belhadj, Yolande Belaïd, Abdel Belaïd:
Homomorphic Encryption Friendly Multi-GAT for Information Extraction in Business Documents. 817-825 - 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. 826-832 - Thomas A. Cox, Sasan Mahmoodi, Elizabeth M. Curtis, Nicholas R. Fuggle, Rebecca J. Moon, Kate A. Ward, Leo D. Westbury
An Algorithmic Approach for Quantitative Motion Artefact Grading in HRpQCT Medical Imaging. 833-840 - Ruihao Luo
Sample Size Estimation of Transfer Learning for Colorectal Cancer Detection. 841-851 - Rémi Decelle, Phuc Ngo, Isabelle Debled-Rennesson, Frédéric Mothe, Fleur Longuetaud:
Directional Filter for Tree Ring Detection. 852-859 - Thomas Messerer:
Towards Small Anomaly Detection. 860-865 - Masaaki Ida:
Discrimination of Signals from Large Covariance Matrix for Pattern Recognition. 866-871 - Martyna Kurbiel, Agata M. Wijata, Jakub Nalepa:
Predicting the MGMT Promoter Methylation Status in T2-FLAIR Magnetic Resonance Imaging Scans Using Machine Learning. 872-879 - Fateh Ghazali, Abdenour Hacine-Gharbi
Performance Evaluation of the Electrical Appliances Identification System Using the PLAID Database in Independent Mode of House. 880-885 - Zahra Golpayegani, Nizar Bouguila:
PatchSVD: A Non-Uniform SVD-Based Image Compression Algorithm. 886-893 - Xiaofei Wang, Rashik Shadman, Daqing Hou, Faraz Hussain, Stephanie Schuckers:
A Novel Keystroke Dataset for Preventing Advanced Persistent Threats. 894-901 - Colin Gebler
Intrusion Detection at Railway Tunnel Entrances Using Dynamic Vision Sensors. 902-909 - Modesto Castrillón Santana, David Freire-Obregón, Daniel Hernández-Sosa, Oliverio J. Santana
An Evaluation of General-Purpose Optical Character Recognizers and Digit Detectors for Race Bib Number Recognition. 910-917 - Rima Touahria, Abdenour Hacine-Gharbi
Relevant Multi Domain Features Selection Based on Mutual Information for Heart Sound Classification. 918-923 - Udith Krishnan Vadakkum Vadukkal, Angelo Cardellicchio
Enhancing Railway Safety: An Unsupervised Approach for Detecting Missing Bolts with Deep Learning and 3D Imaging. 924-929 - Hichem Bengacemi, Abdenour Hacine-Gharbi
Surface EMG Signal Segmentation and Classification for Parkinson's Disease Based on HMM Modelling. 930-938 - Daniel Anojan Atputharuban, Christoph Theopold, Aonghus Lawlor:
Enhancing Surgical Visualization: Feasibility Study on GAN-Based Image Generation for Post Operative Cleft Palate Images. 939-945
Workshop on Medical Condition Assessment Using Pattern Recognition: Progress in Neurodegenerative Disease and Beyond
- Francesco Castro
A Federated Learning System with Biometric Medical Image Authentication for Alzheimer's Diagnosis. 951-960 - Stefania Bello
Filtered Random Hybrid Strokes (Frhs): Filtering Time-Series Considerding Velocity Profile. 961-968 - Vincenzo Gattulli, Lucia Sarcinella:
Human Activity Recognition for Identifying Bullying and Cyberbullying: A Comparative Analysis Between Users Under and over 18 Years Old. 969-977 - Ali Abdulameer Aldujaili, Manuel Rosa-Zurera, Ahmed Meri:
Unveiling the Power of EEG Signals: Parkinson's Disease Identification via Yet Another Mobile Network (YAMNet). 978-984 - Giacomo F. P. Cuccovillo, Donato Impedovo, Alessia Monaco
Handwriting Detection Test (HWDT): Android Application for the Recognition of Neurodegenerative Diseases. 985-994 - Antonio Curci
Detecting Brain Tumors Through Multimodal Neural Networks. 995-1000
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