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12th ICPRAM 2023: Lisbon, Portugal
- Maria De Marsico, Gabriella Sanniti di Baja, Ana Fred:
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2023, Lisbon, Portugal, February 22-24, 2023. SCITEPRESS 2023, ISBN 978-989-758-626-2
Invited Speakers
- Petia Radeva:
Self-Supervised Fine-Grained Food Recognition. ICPRAM 2023: 5 - Anil Jain:
Fingerprint Recognition: Billion-Class Pattern Recognition Problem. ICPRAM 2023: 7 - Mário A. T. Figueiredo:
Causal Discovery from Observation Data: Some Recent Advances. ICPRAM 2023: 9
Theory and Methods
- Sravan Kumar Jagadeesh, René Schuster, Didier Stricker:
Multi-task Fusion for Efficient Panoptic-Part Segmentation. 15-26 - André Artelt
, Alexander Schulz
"Why Here and not There?": Diverse Contrasting Explanations of Dimensionality Reduction. 27-38 - Lorenzo Binosi, Luca Rullo, Mario Polino, Michele Carminati
Rainfuzz: Reinforcement-Learning Driven Heat-Maps for Boosting Coverage-Guided Fuzzing. 39-50 - Karam Abdullah
Hard Spatio-Multi Temporal Attention Framework for Driver Monitoring at Nighttime. 51-61 - Miguel Leão
Dealing with Overfitting in the Context of Liveness Detection Using FeatherNets with RGB Images. 62-73 - Sara L. Almonacid-Uribe, Oliverio J. Santana
Deep Learning for Diagonal Earlobe Crease Detection. 74-81 - Sven Mantowksy, Firas Mualla, Saqib Sayad Bukhari, Georg Schneider:
DNN Pruning and Its Effects on Robustness. 82-88 - Tomoya Miyazaki, Kouichi Hirata:
Subcaterpillar Isomorphism Between Caterpillars: Subtree Isomorphism Restricted Text and Pattern Trees to Caterpillars. 89-94 - Smaragda Markaki, Costas Panagiotakis:
Unsupervised Tree Detection and Counting via Region-Based Circle Fitting. 95-106 - Arunselvan Ramaswamy:
Gradient Clipping in Deep Learning: A Dynamical Systems Perspective. 107-114 - Majid Banaeyan, Walter G. Kropatsch:
Distance Transform in Parallel Logarithmic Complexity. 115-123 - Lisa Koopmans
The Effects of Character-Level Data Augmentation on Style-Based Dating of Historical Manuscripts. 124-135 - Jawad Chowdhury, Rezaur Rashid, Gabriel Terejanu:
Evaluation of Induced Expert Knowledge in Causal Structure Learning by NOTEARS. 136-146 - Huilai Liang, Xichong Ling, Siyu Xia:
Image Inpainting Network Based on Deep Fusion of Texture and Structure. 147-155 - Rui Santos, Ricardo Alexandre
Towards Improved Indoor Location with Unmodified RFID Systems. 156-163 - Fabian Hinder, Valerie Vaquet
On the Hardness and Necessity of Supervised Concept Drift Detection. 164-175 - Floyd Hepburn-Dickins, Michael Edwards:
Noise Robustness of Data-Driven Star Classification. 176-184 - Lynda Ayachi, Majdi Jribi, Faouzi Ghorbel
Generalized Torsion-Curvature Scale Space Descriptor for 3-Dimensional Curves. 185-190 - Iurii Medvedev
MorDeephy: Face Morphing Detection via Fused Classification. 193-204 - Philip Kenneweg
Debiasing Sentence Embedders Through Contrastive Word Pairs. 205-212 - Zhiyuan Zhao, Shan Huang, Yong Liu:
OCR Text Sorting Based on Multimodal and Graph Neural Network for Rich Text Image. ICPRAM 2023: 213-221 - Alexei M. Mikhailov, Mikhail F. Karavay:
Random Quasi Intersections with Applications to Instant Machine Learning. 222-228 - Hadar Shavit, Filip Jatelnicki, Pol Mor-Puigventós, Wojtek Kowalczyk:
From Xception to NEXcepTion: New Design Decisions and Neural Architecture Search. 229-236 - Nida Alyas, David P. Hastings, Abbas Mehrabidavoodabadi
A Comparative Analysis of Classifier Performance for Epileptic Seizure Detection Using EEG Signals. 237-244 - Lucas Krenmayr, Markus Goldstein
Explainable Outlier Detection Using Feature Ranking for k-Nearest Neighbors, Gaussian Mixture Model and Autoencoders. 245-253 - Gábor Karai
Topology-Preserving Reductions on (18, 12) Pictures of the Face-Centered Cubic Grid. 254-261 - Christian Witte, René Schuster, Syed Saqib Bukhari, Patrick Trampert
Severity of Catastrophic Forgetting in Object Detection for Autonomous Driving. 262-269 - Jordan Gonzalez, Thibault Geoffroy, Aurelia Deshayes, Lionel Prevost:
Co-Incrementation: Combining Co-Training and Incremental Learning for Subject-Specific Facial Expression Recognition. 270-280 - Vijay Kumari, Abhimanyu Sethi, Yashvardhan Sharma, Lavika Goel:
Visual Question Answering Analysis: Datasets, Methods, and Image Featurization Techniques. 281-288 - Vijay Kumari, Prachi Godbole, Yashvardhan Sharma:
Automatic Subjective Answer Evaluation. 289-295 - Anthony Gillioz, Kaspar Riesen:
Two-Step Graph Classification on the Basis of Hierarchical Graphs. 296-303 - Siva Prasad Raju Bairaju, Srinivas Yalagam, Krishna Reddy Konda:
LiDAR and Camera Based 3D Object Classification in Unknown Environments Using Weakly Supervised Learning. 304-311 - Sami Bourouis
Recent Advances in Statistical Mixture Models: Challenges and Applications. 312-319 - Spyros Fontalis, Alexandros Zamichos, Maria Tsourma, Anastasios Drosou, Dimitrios Tzovaras:
A Comparative Study of Deep Learning Methods for the Detection and Classification of Natural Disasters from Social Media. 320-327 - David Dembinsky
Sequential Spatial Transformer Networks for Salient Object Classification. 328-335 - David Albuquerque, Artur Ferreira, David Coutinho:
Estimating Electric Vehicle Driving Range with Machine Learning. 336-343 - Yuichi Shimaya, Kouichi Hirata:
Correlated Mutations of Positions Among Structural Proteins in Delta and Omicron Variants for SARS-CoV-2 Amino Acid Sequences. 344-349 - Tomohiro Hattori, Satoshi Tamura:
Speech Recognition for Minority Languages Using HuBERT and Model Adaptation. 350-355 - Igor Lopes Souza, Daniel Oliveira Dantas:
Cardiac Arrhythmia Classification in Electrocardiogram Signals with Convolutional Neural Networks. 356-362 - Ahmed Anu Wahab, Daqing Hou:
When Simple Statistical Algorithms Outperform Deep Learning: A Case of Keystroke Dynamics. 363-370 - Masakazu Fujio, Keiichiro Nakazaki, Naoto Miura, Yosuke Kaga, Kenta Takahashi:
Finger Region Estimation by Boundary Curve Modeling and Bezier Curve Learning. 371-378 - Otto Zell, Joel Pålsson, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Felix Nilsson:
Image-Based Fire Detection in Industrial Environments with YOLOv4. 379-386 - August Baaz, Yonan Yonan, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Felix Nilsson:
Synthetic Data for Object Classification in Industrial Applications. 387-394 - Jonathan Karlsson, Fredrik Strand, Josef Bigün
Visual Detection of Personal Protective Equipment and Safety Gear on Industry Workers. 395-402 - Sarah Schröder, Alexander Schulz
So Can We Use Intrinsic Bias Measures or Not? 403-410 - Abdelrahman Osman Elfaki, Amer Aljaedi:
Deep Analysis and Detection of Firewall Anomalies Using Knowledge Graph. 411-417 - Philipp Viertel, Matthias König
Metric-Based Few-Shot Learning for Pollen Grain Image Classification. 418-425 - Anurag Kumar Jha, Kabita Choudhary, Sujala D. Shetty:
Deep Learning Based Text Translation and Summarization Tool for Hearing Impaired Using Indian Sign Language. 426-434 - Michal Galusza:
A Semantic Frame Graph for Information Extraction. 435-442 - C. Lee, D. Seok, D. Shim, R. Park:
Modified kNN Classifier in the Output Vector Space for Robust Performance Against Adversarial Attack. 443-449 - Bogdan L. Kozyrskiy, Dimitrios Milios, Maurizio Filippone:
Imposing Functional Priors on Bayesian Neural Networks. 450-457 - Artur J. Ferreira, Mário A. T. Figueiredo:
Leveraging Explainability with K-Fold Feature Selection. 458-465 - Katharina Bendig, René Schuster, Didier Stricker
On the Future of Training Spiking Neural Networks. 466-473 - Jeremy Shen, Jawad Chowdhury, Sourav Banerjee, Gabriel Terejanu:
Machine Fault Classification Using Hamiltonian Neural Networks. 474-480 - Rafael Pina, Varuna De Silva, Corentin Artaud:
Learning Independently from Causality in Multi-Agent Environments. 481-487 - Frederic Rizk, Rodrigue Rizk
MAGAN: A Meta-Analysis for Generative Adversarial Networks' Latent Space. 488-494 - Muskan Garg, Mukesh Kumar
Towards Pattern Recognition with Network Science and Natural Language Processing for Information Retrieval. 495-500 - S. Amin Dadgar, Guido Brunnett:
Using a 1D Pose-Descriptor on the Finger-Level to Reduce the Dimensions in Hand Posture Estimation. 501-508 - João Vitor Macedo Romera, Rafael Nobre Orsi, Carlos Eduardo Thomaz
Patterns in Pupillary Diameter Variation While Reading Portuguese Language Texts. 509-516 - Viacheslav E. Antsiperov
New Centre/Surround Retinex-like Method for Low-Count Image Reconstruction. 517-528 - Takwa Ben Aïcha Gader
Arabic Handwriting off-Line Recognition Using ConvLSTM-CTC. 529-533 - Yahia Bouslimi, Takwa Ben Aïcha Gader
Prostate Cancer Detection, Segmentation, and Classification using Deep Neural Networks. 534-541 - Matteo Cacciola, Antonio Frangioni, Masoud Asgharian, Alireza Ghaffari, Vahid Partovi Nia:
On the Convergence of Stochastic Gradient Descent in Low-Precision Number Formats. 542-549 - Monik Silva Sousa, João Viana da Fonseca Neto:
Integration of Statistical Methods and Artificial Neural Networks for the Detection of Oil Stains in the Aquatic Environment. 550-557 - Zahra Montajabi, Vahid Khorasani Ghassab, Nizar Bouguila:
Invertible Neural Network-Based Video Compression. 558-564 - Mehdi Mounsif, Yassine Motie, Mohamed Benabdelkrim, Florent Brondolo:
SynFine: Boosting Image Segmentation Accuracy Through Synthetic Data Generation and Surgical Fine-Tuning. 565-573 - Sara Ferro
Exploiting Context in Handwriting Recognition Using Trainable Relaxation Labeling. 574-581 - Hounaïda Moalla, Aiman Ghrab
Automatic Coronary Angiogram Keyframe Extraction. 582-589 - Federico A. Galatolo
TeTIm-Eval: A Novel Curated Evaluation Data Set for Comparing Text-to-Image Models. 590-596 - Jhonatan Contreras
Agnostic eXplainable Artificial Intelligence (XAI) Method Based on Volterra Series. 597-606 - Thang Hoang Dinh, Kien Thai Trung, Thanh Nguyen Chi, Long Tran Quoc:
Improving the Accuracy of Tracker by Linearized Transformer. 607-614
Applications
- Takeshi Yoshida, Kazuki Uehara, Hidenori Sakanashi
Multi-Scale Feature Aggregation Based Multiple Instance Learning for Pathological Image Classification. 619-628 - Jarred Orfao, Dustin van der Haar:
Keyframe and GAN-Based Data Augmentation for Face Anti-Spoofing. 629-640 - Oliverio J. Santana
Evaluating the Impact of Low-Light Image Enhancement Methods on Runner Re-Identification in the Wild. 641-648 - Iori Oki, Seiji Yamada, Takashi Onoda:
Outlier Detection Method for Equipment Onboard Merchant Vessels. 649-660 - Sidra Hanif, Longin Jan Latecki:
Strokes Trajectory Recovery for Unconstrained Handwritten Documents with Automatic Evaluation. 661-671 - Reemt Hinrichs, Angelo Jovin Yamachui Sitcheu, Jörn Ostermann:
Continuous Sign-Language Recognition using Transformers and Augmented Pose Estimation. 672-678 - Marco Nicolini, Stavros Ntalampiras
A Hierarchical Approach for Multilingual Speech Emotion Recognition. 679-685 - Christopher Vox, David Broneske, Istiaque Mannafee Shaikat, Gunter Saake:
Data Streams: Investigating Data Structures for Multivariate Asynchronous Time Series Prediction Problems. 686-696 - Thomas Reynolds, Maruf A. Dhali
Image-Based Material Analysis of Ancient Historical Documents. 697-706 - Nour Neifar, Achraf Ben-Hamadou, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben:
A Comparative Study of GAN Methods for Physiological Signal Generation. 707-714 - Georgios Liapis, Loukritira Stefanou, Ioannis P. Vlahavas:
Classifying Intelligence Tests Patterns Using Machine Learning Methods. 717-724 - Diego Riquelme, Mauricio Araya
Deep Learning Semi-Supervised Strategy for Gamma/Hadron Classification of Imaging Atmospheric Cherenkov Telescope Events. 725-732 - Ankit Sonthalia, Ramy Battrawy, René Schuster, Didier Stricker
EvLiDAR-Flow: Attention-Guided Fusion Between Point Clouds and Events for Scene Flow Estimation. 733-742 - Frederik Hasecke, Pascal Colling, Anton Kummert:
Fake It, Mix It, Segment It: Bridging the Domain Gap Between Lidar Sensors. 743-750 - Siteng Ma, Yu An, Jing Wang, Aonghus Lawlor
Adaptive Adversarial Samples Based Active Learning for Medical Image Classification. 751-758 - Rémi Decelle, Phuc Ngo, Isabelle Debled-Rennesson, Frédéric Mothe, Fleur Longuetaud:
Light U-Net with a New Morphological Attention Gate Model Application to Analyse Wood Sections. 759-766 - Hussein Sharafeddin, Lama Charafeddine, Jamila Khalaf, Ibrahim Kanj, Fadi A. Zaraket:
Neonatal Video Database and Annotations for Vital Sign Extraction and Monitoring. 767-774 - Wuttichai Vijitkunsawat, Teeradaj Racharak, Chau Nguyen, Nguyen Le Minh:
Video-Based Sign Language Digit Recognition for the Thai Language: A New Dataset and Method Comparisons. 775-782 - Marco Nicolini, Federico Simonetta
Lightweight Audio-Based Human Activity Classification Using Transfer Learning. 783-789 - Steven Wessels, Dustin van der Haar:
Using a Genetic Algorithm to Update Convolutional Neural Networks for Abnormality Classification in Mammography. 790-797 - Vincenzo Conversano, Stavros Ntalampiras
Ensemble Learning for Cough-Based Subject-Independent COVID-19 Detection. 798-805 - Seigo Haruta, Ken-ichi Tokoro, Takashi Onoda:
SVM Based Maximum Power Consumption Excess Forecast Alert for Large-Scale Power Consumers. 806-813 - Insaf Setitra, Yuji Iwahori, Yacine Elhamer, Anais Mezrag, Shinji Fukui, Kunio Kasugai:
PVT based Blood Vessel Segmentation and Polyp Size Estimation in Colonoscopy Images. 814-821 - Mafalda Inês Oliveira, André R. S. Marçal:
Clustering LiDAR Data with K-means and DBSCAN. 822-831 - Siwar Ben Gamra
Towards Explainability in Using Deep Learning for Face Detection in Paintings. 832-841 - Yichun Li, Mina Maleki, Shadi Banitaan, Mingzuoyang Chen:
State of Health Estimation of Lithium-ion Batteries Using Convolutional Neural Network with Impedance Nyquist Plots. 842-849 - Elmokhtar Mohamed Moussa
Point to Segment Distance DTW for Online Handwriting Signals Matching. 850-855 - Nagi Reddy, Ashit Gupta, Gauri Dhande, Vijaykumar Pasupureddy:
Step Towards Generalization: Fault Classification in Multivariate High-Frequency Data from Different Operating Regimes of Hydraulic Rock Drill System. 856-863 - Yimiao Wang, Tasmina Islam
Addressing Privacy and Security Concerns in Online Game Account Sharing: Detecting Players Using Mouse Dynamics. 864-871 - Nam Tuan Ly
Rethinking Image-Based Table Recognition Using Weakly Supervised Methods. 872-880 - Zeerak Mohammad Baig, Dustin van der Haar:
Facial Paralysis Recognition Using Face Mesh-Based Learning. 881-888 - Sakshi Kalra, Yashvardhan Sharma, Mehul Agrawal, Sai Ratna Kashyap Mantri, Gajendra Singh Chauhan:
Impact of Transformer-Based Models and User Clustering in Early Fake News Detection in Social Media. 889-896 - Rajarshi Biswas, Marcel Mutz
Sewer-AI: Sustainable Automated Analysis of Real-World Sewer Videos Using DNNs. 897-904 - Vincenzo Gattulli, Donato Impedovo, Tonino Palmisano, Lucia Sarcinella:
Fixed Tasks for Continuous Authentication via Smartphone. 905-913 - Aleksandrs Sisojevs
Evaluation of Factors-of-Interest in Bone Mimicking Models Based on DFT Analysis of Ultrasonic Signals. 914-919 - Mauricio Castaño, Hernán F. García, Álvaro Á. Orozco, Gloria L. Porras-Hurtado, David Augusto Cárdenas-Peña:
Bayesian Iterative Closest Point for Shape Analysis of Brain Structures. 920-925 - Johannes Bayer, Amit Kumar Roy, Andreas Dengel:
Instance Segmentation Based Graph Extraction for Handwritten Circuit Diagram Images. 926-931 - Anthony James Scotte, Varuna De Silva:
Towards a Neuro-Symbolic Framework for Multimodal Human-AI Interaction. 932-939 - Rafael Andrade Rodriguez, Jireh Ferroa-Guzman, Willy Ugarte:
Classification of Respiratory Diseases Using the NAO Robot. 940-947 - Joaquin Aguirre-Peralta, Marek Rivas-Zavala, Willy Ugarte:
Speech to Text Recognition for Videogame Controlling with Convolutional Neural Networks. 948-955 - Sakshi Kalra, Yashvardhan Sharma, Priyansh Vyas, Gajendra Singh Chauhan:
FakeRevealer: A Multimodal Framework for Revealing the Falsity of Online Tweets Using Transformer-Based Architectures. 956-963 - Ghada Ouddai, Ines Hamdi, Henda Ben Ghézala:
A Comparative Study of BRISK, ORB and DAISY Features for Breast Cancer Classification. 964-970
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