Shivam Pande
Orcid: 0000-0003-2020-9306
According to our database1,
Shivam Pande authored at least 23 papers
between 2019 and 2026.
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Bibliography
2026
Unmixing microinfrared spectroscopic images of cross-sections of historical oil paintings.
CoRR, March, 2026
2024
Plant detection from ultra high resolution remote sensing images: A Semantic Segmentation approach based on fuzzy loss.
CoRR, 2024
Hyperspectral Image Analysis in Single-Modal and Multimodal setting using Deep Learning Techniques.
CoRR, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Plant Detection from Ultra High Resolution Remote Sensing Images: A Semantic Segmentation Approach Based on Fuzzy Loss.
Proceedings of the IGARSS 2024, 2024
2023
Self-supervision assisted multimodal remote sensing image classification with coupled self-looping convolution networks.
Neural Networks, July, 2023
Land use/land cover classification of fused Sentinel-1 and Sentinel-2 imageries using ensembles of Random Forests.
CoRR, 2023
Semi-Supervised Learning for hyperspectral images by non parametrically predicting view assignment.
CoRR, 2023
Visual Question Answering in Remote Sensing with Cross-Attention and Multimodal Information Bottleneck.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Semi-Supervised Learning for Hyperspectral Images by Non Parametrically Predicting View Assignment<sup>CRediT</sup>.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Feedback Convolution Based Autoencoder for Dimensionality Reduction in Hyperspectral Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
Pattern Recognit. Lett., 2021
Bidirectional GRU Based Autoencoder for Dimensionality Reduction in Hyperspectral Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Attention Based Convolution Autoencoder for Dimensionality Reduction in Hyperspectral Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
2020
Deep-Learning-Based Approach for Estimation of Fractional Abundance of Nitrogen in Soil From Hyperspectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Dimensionality Reduction Using 3D Residual Autoencoder for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
FusAtNet: Dual Attention based SpectroSpatial Multimodal Fusion Network for Hyperspectral and LiDAR Classification.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
An Adversarial Approach to Discriminative Modality Distillation for Remote Sensing Image Classification.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Class Reconstruction Driven Adversarial Domain Adaptation for Hyperspectral Image Classification.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019