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Shrutika S. Sawant

Observed names: Shrutika S Sawant, Shrutika Sawant
ORCID: 0000-0002-1532-947X
Observed ORCID: 0000-0002-1532-947X
OpenAlex ID: A5049589975
A review on graph-based semi-supervised learning methods for hyperspectral image classification
2018 · Shrutika S. Sawant, Manoharan Prabukumar · The Egyptian Journal of Remote Sensing and Space Science · 89
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Unsupervised band selection based on weighted information entropy and 3D discrete cosine transform for hyperspectral image classification
2020 · Shrutika S. Sawant, Prabukumar Manoharan · International Journal of Remote Sensing · 69
A survey of band selection techniques for hyperspectral image classification
2020 · Shrutika Sawant, Manoharan Prabukumar · Journal of Spectral Imaging · 63
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Hyperspectral band selection based on metaheuristic optimization approach
2020 · Shrutika Sawant, Prabukumar Manoharan · Infrared Physics & Technology · 52
Band selection strategies for hyperspectral image classification based on machine learning and artificial intelligent techniques –Survey
2021 · Shrutika S. Sawant, Prabukumar Manoharan, et al. · Arabian Journal of Geosciences · 46
Three-dimensional discrete cosine transform-based feature extraction for hyperspectral image classification
2018 · Manoharan Prabukumar, Shrutika Sawant, et al. · Journal of Applied Remote Sensing · 42
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Multi-objective multi-verse optimizer based unsupervised band selection for hyperspectral image classification
2022 · Shrutika S. Sawant, Manoharan Prabukumar, et al. · International Journal of Remote Sensing · 35
New framework for hyperspectral band selection using modified wind-driven optimization algorithm
2019 · Shrutika S. Sawant, Prabukumar Manoharan · International Journal of Remote Sensing · 35
Semi-supervised techniques based hyper-spectral image classification: A survey
2017 · Shrutika S. Sawant, M. Prabukumar · Innovations in Power and Advanced Computing Technologies (i-PACT) · 34
A hybrid optimization approach for hyperspectral band selection based on wind driven optimization and modified cuckoo search optimization
2020 · Shrutika Sawant, Prabukumar Manoharan · Multimedia Tools and Applications · 31
A Band Selection Method For Hyperspectral Image Classification Based On Cuckoo Search Algorithm With Correlation Based Initialization
2019 · Shrutika S Sawant, Manoharan Prabukumar, et al. · Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing · 31
An optimal-score-based filter pruning for deep convolutional neural networks
2022 · Shrutika S. Sawant, J. Bauer, et al. · Applied Intelligence · 17
A modified Cuckoo Search algorithm based optimal band subset selection approach for hyperspectral image classification
2020 · Shrutika Sawant, Manoharan Prabukumar, et al. · Journal of Spectral Imaging · 14
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Self-supervised representation learning using multimodal Transformer for emotion recognition
2023 · Theresa Goetz, Pulkit Arora, et al. · International Workshop on Sensor-based Activity Recognition and Interaction (iWOAR) · 12
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Compression of Deep Convolutional Neural Network Using Additional Importance-Weight-Based Filter Pruning Approach
2022 · Shrutika S. Sawant, Marco Wiedmann, et al. · Applied Sciences · 10
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Bio-Signal Based Multimodal Fusion with Bilinear Model for Emotion Recognition
2023 · Ashutosh Singh, Thomas Wittenberg, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 8
LMSC-UNet: A Lightweight U-Net with Modified Skip Connections for Semantic Segmentation
2025 · Shrutika Sawant, Andreas Medgyesy, et al. · International Conference on Agents and Artificial Intelligence (ICAART) · 7
An adaptive binary particle swarm optimization for solving multi-objective convolutional filter pruning problem
2023 · Shrutika S. Sawant, F. X. Erick, et al. · The Journal of Supercomputing · 7
Transformer-based Self-supervised Representation Learning for Emotion Recognition Using Bio-signal Feature Fusion
2023 · Shrutika S. Sawant, F. X. Erick, et al. · International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) · 3
A Simple and Effective Convolutional Filter Pruning based on Filter Dissimilarity Analysis
2022 · F. Erick, Shrutika Sawant, et al. · International Conference on Agents and Artificial Intelligence (ICAART) · 2
A Transformer Network for End-to-End Detection and Classification of Wideband RF Signals
2026 · Adela Vagollari, Shrutika S. Sawant, et al. · IEEE International Symposium on Dynamic Spectrum Access Networks
SWiSS: Self-supervised Vision Transformer for Wideband Spectrum Segmentation
2026 · Shrutika S. Sawant, Noel Jander, et al. · International Conference on Communication Systems & Networks (COMSNETS)
Efficient building segmentation with a lightweight U-Net in high-resolution aerial imagery
2025 · Shrutika S. Sawant, Ashutosh Singh, et al. · IET conference proceedings.
LESS-Net: Lightweight and Efficient Wideband Spectrum Segmentation Network
2025 · Shrutika S. Sawant, Andreas Medgyesy, et al. · IEEE International Symposium on Dynamic Spectrum Access Networks
Project Based Learning: An Effective Technique of Learning Programmable Logic Controller
2017 · Shrutika S. Sawant, Subodh Ingaleshwar · Journal of Engineering Education/Journal of engineering education transformations/Journal of engineering education transformation
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Works count: 25
Citation count: 607
H-index: 13
I10-index: 15
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