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

 

Registration

9:00-9:15

 

Workshop Opening

 

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

 

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

 

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

 

Workshop Closing