Program
IMTA will be held as a full-day event on December 1, 2024.
The PDF version of the program can be downloaded here.
ZOOM link https://us02web.zoom.us/j/82069079670?pwd=1VT2qCWHMTG5bEaPIFWEcapQrJykoS.1
9th Internetional Workshop on Image Mining.
Theory and Applications (IMTA-IX-2024)
December 1, 2024 - Sunday, UTC +5.5
8:00-9:00 |
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Registration |
9:00-9:15 |
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Workshop Opening
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9:15-9:30 |
ID6 |
Ashi Agarwal*, Seba Susan Two-Way Transfer Learning using Mobile-Dense Network for Occluded Face Emotion Recognition: A Soft Decision Fusion Approach Department of Information Technology, Delhi Technological University, Delhi, 110042, India |
9:30-9:45 |
ID18 |
Najla AL-Qawasmeh*, Ching Y. Suen A Comprehensive Approach to Handwriting Analysis for Alzheimer’s Detection Department of Computer Science and Software Engineering Concordia University, Montreal, Canada |
9:45-10:00 |
ID20 |
Maedeh Safar*, Ching Y. Suen Revealing Personality Through Handwriting: A Fusion of Graphology and Machine Learning Techniques Concordia University, Montreal QC H3G 1M8, Canada |
10:00–10:15 |
ID2 |
Yan Xu*, Yufang Tang, and Ching Y. Suen Optimizing Granularity for Enhanced Handwriting Analysis Concordia University, Montreal, Quebec H3G 1M8, Canada Shandong Normal University, Jinan, Shandong, China 250014 |
10:15-10:30 |
ID8 |
Yuzhong Huang*, Fred Morstattera OrientDream: Streamlining Text-to-3D Generation with Explicit Orientation Control Information Science Institute, University of Southern California, 4676 Admiralty Way, Marina del Rey, CA 90292, USA |
10:30-10:45 |
ID26 |
Jayasree Thazhath Veedua, Rajesh Reghunadhana* Multi-source Data Fusion for Flood Classification Using SAR Images with ESA World Cover Map and Global Surface Water Probability Department of Computer Science, Central University of Kerala, Periya, Kasaragod, Kerala, India, 671320 |
10:45-11:00 |
ID39 |
Aman Verma*, Deva Satya Sriram Chintapenta, Saikat Majumder Towards Reconstruction of Pulsed-wave Doppler Signals from Non-invasive Fetal ECG Department of Electronics and Communication Engineering, National Institute of Technology Raipur, India, 492001 |
11:00-11:30 |
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Coffee-break |
11:30-11:45 |
ID45 |
Igor Gurevich, Vera Yashina* Multialgorithmic Hierarchical Image Analysis System. Standard Scenarios Federal Research Center Computer Science and Control, Russian Academy of Sciences, Building 2, 44, Vavilov str., Moscow, 119333, Russian Federation |
11:45-12:00 |
ID15 |
Igor Gurevich, Adil Tleubaev*, Vera Yashina The Interface of an Algorithmic Software Package for Automating the Analysis of Ophthalmic Images in Remote Mode. Version 2.1 Federal Research Center Computer Science and Control, Russian Academy of Sciences, Building 2, 44, Vavilov str., Moscow, 119333, Russian Federation |
12:00-12:15 |
ID27 |
Artyom Firstkov* A Deep Learning Approach to Antigenic Modelling for Rapidly Mutating Viruses N.N. Krasovskii Institute of Mathematics and Mechanics of the Ural Branch of the Russian Academy of Sciences, 16 S.Kovalevskaya Str., Yekaterinburg, 620108, Russian Federation Ural Federal University named after the first President of Russia B.N. Yeltsin, 620062 Yekaterinburg, Russian Federation |
12:15-12:30 |
ID35 |
Nikita Andriyanov*, Vitaly Dementiev Using Image Captioning for Prompting Large Language Models Ulyanovsk State Technical University, Ulyanovsk, Russian Federation |
12:30-12:45 |
ID37 |
Vitaly Dementiev, Nikita Andriyanov* Effective processing of satellite images for estimating vegetation index Ulyanovsk State Technical University, Ulyanovsk, Russian Federation |
12:45-12:55 |
ID38 |
Natalya Ilyasova, Alisa Selezneva*, Nikita Demin, Aleksandr Kapishnikov, Evgeniy Surovcev Algorithm for Evaluating Morphological Features of Magnetic Resonance Images of Primary Extra-axial Brain Tumors for their Differential Diagnosis IPSI, NRC “Kurchatov Institute”, 151 Molodogvardeyskaya, Samara 443001, Russian Federation Samara National Research University, 34 Moskovskoye Shosse, Samara 443086, Russian Federation Samara State Medical University, 89 Chapaevskaya st., Samara 443099, Russian Federation |
12:55-13:05 |
ID40 |
Natalya Ilyasova, Kamil Tadzhitdinov*, Nikita Demin, Valeria Pavlova, Eduard Alekhin Algorithm for Evaluating the Geometric Features of Vertebral Bodies Using Computed Tomography Data for the Diagnosis of Osteoporosis Samara National Research University, 34 Moskovskoye Shosse, Samara 443086, Russian Federation IPSI, NRC “Kurchatov Institute”, 151 Molodogvardeyskaya, Samara 443001, Russian Federation Tyumen State Medical University, 54 Odesskaya, Tyumen 625023, Russian Federation |
13:05-13:15 |
ID41 |
Natalya Ilyasova, Nikita Demin*, Kamil Tadzhitdinov, Valeria Pavlova, Eduard Alekhin Information Technology for Evaluating Changes of the Structure of Vertebral Bodies Using Computed Tomography Data to Determine the Degree of Vertebral Deformity in Patients with Osteoporosis. Samara National Research University, 34 Moskovskoye Shosse, Samara 443086, Russian Federation IPSI, NRC “Kurchatov Institute”, 151 Molodogvardeyskaya, Samara 443001, Russian Federation Tyumen State Medical University, 54 Odesskaya, Tyumen 625023, Russian Federation |
13:15-13:30 |
ID17 |
Giacomo Ignesti*, Massimo Martinelli, Davide Moroni You've Got the Wrong Outfit: Evaluating Deep Learning Paradigms on Digit and Fashion Recognition University of Pisa, Pisa, 5123, Italy, Institute of Information Science and Technologies, National Research Council, Pisa, 51264, Italy |
13:30-14:30 |
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Lunch |
14:30-15:00 |
K |
Associate Professor PhD. Stefania Sardellitti Topological Signal Processing over Cell Complex Spaces Faculty of Engineering in Computer Science, Universitas Mercatorum, University of Italian Chambers of Commerce, Rome |
15:00-15:15 |
ID19 |
Oscar Papini*, Enrico Cecapolli, Filippo Domenichetti, Michela Martinelli, Gabriele Pieri, Marco Reggiannini, Lorenzo Zacchetti Machine Learning Approaches for Automated Detection of Nephrops norvegicus Burrows in Underwater Surveys Institute of Information Science and Technologies (ISTI), National Research Council of Italy, 56124 Pisa, Italy Institute for Marine Biological Resources and Biotechnology (IRBIM), National Research Council of Italy, 60125 Ancona, Italy Department of Biological, Geological, and Environmental Sciences (BiGeA), Alma Mater Studiorum – University of Bologna, 40126 Bologna, Italy |
15:15-15:30 |
ID44 |
Viacheslav Antsiperov An Image Сontour Detection Method Inspired by Marr’s Computer Vision Paradigm Kotelnikov Institute of Radioengineering and Electronics of RAS, Mokhovaya 11-7, Moscow, 125009, Russian Federation |
15:30-15:45 |
ID13 |
Sergey Eremeev Study of Image Component Properties after Topological Decomposition Using Matrix Algebra Murom Institute (Branch) of Vladimir State University, 23, Orlovskaya st., Murom, 602264, Russian Federation |
15:45-16:00 |
ID36 |
Sergey Eremeev Topological Data Analysis for Detecting Regular Structures in an Image Murom Institute (Branch) of Vladimir State University, 23, Orlovskaya st., Murom, 602264, Russian Federation |
16:00-16:15 |
ID9 |
Ludmila Manilo, Anatoly Nemirko, Ekaterina Evdakova* Approaches to Classify Ventricular Arrhythmias: Classical Methods and Neural Networks St. Petersburg Electrotechnical University “LETI”, St. Petersburg, 197376, Russian Federation |
16:15-16:30 |
ID23 |
Daniil Matalov*, Sergey Usilin, Vladimir V. Arlazarov Edge Computing Approach for Real-Time Event Detection in Special Facilities Following Local Features Analysis Federal Research Center “Computer Science and Control” of Russian Academy of Sciences, Moscow, Russian Federation |
16:30-16:45 |
ID34 |
Arseniy K. Mokin*, Alexander V. Gayer, Anastasia S. Ingacheva, Alexander V. Sheshkus and Vladimir V. Arlazarov BPCS: Multi-view Bus Passenger Counting System Lomonosov Moscow State University, Moscow, Russia Federal Research Center “Computer Science and Control” of RAS, Moscow, Russia Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, Russian Federation |
16:45-17:00 |
ID21 |
Evgeny Myasnikov Generation of Compact Representations of Hyperspectral Images Using Neural Network and Spectral Features Samara National Research University, 34, Moskovskoye shosse, Samara, 443086, Russian Federation |
17:00-17:15 |
ID5 |
Aleksei Samarin*, Aleksei Toropov, Alexander Savelev, Aleksandra Dozortseva, Alexander Motyko, Egor Kotenko, Artem Nazarenko, Alina Dzestelova, Elena Mikhailova, Valentin Malykh Filter-based Preprocessing Neural Network Model for Microorganism Detection Improvement ITMO University, St. Petersburg, 197101 Russian Federation b St. Petersburg Electrotechnical University “LETI”, St. Petersburg, 197022 Russian Federation c St. Petersburg State Institute of Technology, St. Petersburg, 190013 Russian Federation |
17:15-17:30 |
ID11 |
Aleksei Samarin*, Aleksei Toropov, Alexander Savelev, Egor Kotenko, Artem Nazarenko, Alexander Motyko, Alina Dzestelova, Elena Mikhailova, Valentin Malykh Custom Descriptors Applications for Endoscopy Images Classification ITMO University, St. Petersburg, 197101, Russian Federation |
17:30-17:45 |
ID7 |
Shiping Ye, Viktoria Sorokina*, Sergey Ablameyko Detection and Matching of Similar Clothing Images Using Improved YOLO Network Belarusian State University, Minsk, 220050, Belarus Zhejiang Shuren University, Hangzhou 310015, China International Science and Technology Cooperation Base of Zhejiang Province: Remote Sensing Image Processing and Application, Hangzhou 310000, China United Institute of Informatics Problems of the National Academy of Sciences of Belarus,Minsk, 220012, Belarus |
17:45-18:00 |
ID31 |
Egor Surkov*, Oleg Seredin, Andrei Kopylov, Olesia Kushnir Standardizing Skeletal Models for Fall Detection Tula State University, Tula, 300012, Russian Federation |
18:00-18:15 |
ID42 |
Sergey Taranov*, Alexander Gneushev, Ivan Matveev Method of combining face image embeddings by clustering according to their quality Authors: Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, Moscow, Russian Federation |
18:15-18:30 |
ID24 |
A.P. Vinogradov Searching for Hidden Patterns of Interacting Partial Regularities in Data Federal Research Center ‘Computer Science and Control’, Russian Academy of Sciences, Moscow, Russian Federation |
18:30-18:45 |
ID12 |
Tao Yang, Huiyan Wang*, Kai Huang, Shiyou Zhou, Qinghuan Liu, and Shengjie Li Accurate Thin Film Defect Detection using Transformer and Guided Feature Fusion Zhejiang Gongshang University, Hangzhou, 310018, China Collaborative Innovation Center of Statistical Data Engineering Technology & Application, Zhejiang Gongshang University Zhejiang JW Precision Machinery Co.,Ltd., Quzhou,324000, China |
18:45-18:55 |
K |
Igor Gurevich, Davide Moroni, Maria Antonietta Pascali, Vera Yashina Image Mining: Current Problems in Theory and Applications Federal Research Center Computer Science and Control, Russian Academy of Sciences, Building 2, 44, Vavilov str., Moscow, 119333, Russian Federation Institute of Information Science and Technologies, National Research Council, Pisa, 51264, Italy |
18:55-19:00 |
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Workshop Closing |