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Maksims Ivanovs
Maksims Ivanovs
Senior Researcher, EDI (Institute of Electronics and Computer Science)
Verified email at edi.lv - Homepage
Title
Cited by
Cited by
Year
Perturbation-based methods for explaining deep neural networks: A survey
M Ivanovs, R Kadikis, K Ozols
Pattern Recognition Letters 150, 228-234, 2021
2862021
Improving Semantic Segmentation of Urban Scenes for Self-Driving Cars with Synthetic Images
M Ivanovs, K Ozols, A Dobrajs, R Kadikis
Sensors 22 (6), 2252, 2022
362022
Automated Quality Assessment of Hand Washing Using Deep Learning
M Ivanovs, R Kadikis, M Lulla, A Rutkovskis, A Elsts
arXiv preprint arXiv:2011.11383, 2020
242020
Hand-Washing Video Dataset Annotated According to the World Health Organization’s Hand-Washing Guidelines
M Lulla, A Rutkovskis, A Slavinska, A Vilde, A Gromova, M Ivanovs, ...
Data 6 (4), 38, 2021
172021
Edge pre-processing of traffic surveillance video for bandwidth and privacy optimization in smart cities
A Skadins, M Ivanovs, R Rava, K Nesenbergs
2020 17th Biennial Baltic Electronics Conference (BEC), 1-6, 2020
112020
Sim2Real image translation to improve a synthetic dataset for a bin picking task
D Duplevska, M Ivanovs, J Arents, R Kadikis
2022 IEEE 27th International Conference on Emerging Technologies and Factory …, 2022
92022
Classification of Actual Sensor Network Deployments in Research Studies from 2013 to 2017
J Judvaitis, A Mednis, V Abolins, A Skadins, D Lapsa, R Rava, M Ivanovs, ...
Data 5 (4), 93, 2020
72020
Organ-On-A-Chip (OOC) Image Dataset for Machine Learning and Tissue Model Evaluation
V Movčana, A Strods, K Narbute, F Rūmnieks, R Rimša, G Mozoļevskis, ...
Data 9 (2), 28, 2024
62024
Synthetic Image Generation With a Fine-Tuned Latent Diffusion Model for Organ on Chip Cell Image Classification
M Ivanovs, L Leja, K Zviedris, R Rimsa, K Narbute, V Movcana, ...
2023 Signal Processing: Algorithms, Architectures, Arrangements, and …, 2023
42023
CNN for Hand Washing Movement Classification: What Matters More-the Approach or the Dataset?
A Elsts, M Ivanovs, R Kadikis, O Sabelnikovs
2022 Eleventh International Conference on Image Processing Theory, Tools and …, 2022
42022
World Coordinate Virtual Traffic Cameras: Edge-Based Transformation and Merging of Multiple Surveillance Video Sources
R Rava, M Ivanovs, A Skadins, K Nesenbergs
2020 7th International Conference on Soft Computing & Machine Intelligence …, 2020
32020
Deep Learning-Emerged Grid Cells-Based Bio-Inspired Navigation in Robotics
A Simkuns, R Saltanovs, M Ivanovs, R Kadikis
Sensors 25 (5), 1576, 2025
22025
Automated Classification of Pollens Relevant to Veterinary Medicine
B Cugmas, E Štruc, I Bērzina, M Tamosiunas, L Goldberga, T Olivry, ...
2024 IEEE 14th International Conference Nanomaterials: Applications …, 2024
22024
Methods for Explaining CNN-Based BCI: A Survey of Recent Applications
M Ivanovs, B Banga, V Abolins, K Nesenbergs
2022 IEEE 16th International Scientific Conference on Informatics …, 2022
22022
Automated Pollen Recognition in Optical and Holographic Microscopy Images
SS Warshaneyan, M Ivanovs, B Cugmas, I Bērziņa, L Goldberga, ...
2025 3rd Cognitive Models and Artificial Intelligence Conference (AICCONF), 1-8, 2025
12025
Comparison of two fixation methods in automated pollen classification on whole slide images
B Cugmas, E Štruc, M Tamosiunas, L Goldberga, I Bērziņa, R Kadiķis, ...
Latin America Optics and Photonics Conference, W4A. 31, 2024
12024
Influence of different types of real-time feedback on hand washing quality assessed with neural networks/simulated neural networks
O Zemlanuhina, M Lulla, A Rutkovskis, A Slavinska, A Vilde, ...
SHS Web of Conferences 131, 02008, 2022
12022
AI-Augmented Pollen Recognition in Optical and Holographic Microscopy for Veterinary Imaging
SS Warshaneyan, M Ivanovs, B Cugmas, I Bērziņa, L Goldberga, ...
arXiv preprint arXiv:2512.12101, 2025
2025
Evaluating GAN-based lens-less digital in-line holographic microscope for common pollen classification
B Cugmas, E Štruc, B Ivanuš, P Naglič, M Bürmen, M Ivanovs
Holography, Diffractive Optics, and Applications XV 13719, 80-84, 2025
2025
Virtual Reality and Gamification in Rehabilitation: Enhancing Patient Engagement in the Buzz-Wire Maze Task
A Savicka, M Kalniņš, M Ivanovs
2025 IEEE 12th Workshop on Advances in Information, Electronic and …, 2025
2025
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Articles 1–20