Classification and clustering perspective towards spectral unmxing. - Pattathal V. Arun 001; Krishna Mohan Buddhiraju (IGARSS, 2016)

A deep learning based spatial dependency modelling approach towards super-resolution. - Pattathal V. Arun 001; Krishna Mohan Buddhiraju (IGARSS, 2016)

Integration of contextual knowledge in unsupervised sub-pixel classification. - Pattathal V. Arun 001; Krishna Mohan Buddhiraju; Alok Porwal (WHISPERS, 2016)

Inversion of Deep Networks for Modelling Variations in Spatial Distributions of Land Cover Classes Across Scales. - Pattathal V. Arun 001; Krishna Mohan Buddhiraju; Alok Porwal (IGARSS, 2018)

Analysis of capsulenets towards hyperspectral classification. - Pattathal V. Arun 001; Krishna Mohan Buddhiraju; Alok Porwal (WHISPERS, 2018)

CNN based sub-pixel mapping for hyperspectral images. - Pattathal V. Arun 001; Krishna Mohan Buddhiraju; Alok Porwal (Neurocomputing, 2018)

Integration of Contextual Knowledge in Unsupervised Subpixel Classification: Semivariogram and Pixel-Affinity Based Approaches. - Pattathal V. Arun 001; Krishna Mohan Buddhiraju; Alok Porwal (IEEE Geosci. Remote. Sens. Lett., 2018)

Spatial-spectral feature based approach towards convolutional sparse coding of hyperspectral images. - Pattathal V. Arun 001; Krishna Mohan Buddhiraju; Alok Porwal (Comput. Vis. Image Underst., 2019)

Convolutional network architectures for super-resolution/sub-pixel mapping of drone-derived images. - Pattathal V. Arun 001; Ittai Herrmann; Krishna M. Budhiraju; Arnon Karnieli (Pattern Recognit., 2019)

Capsulenet-Based Spatial-Spectral Classifier for Hyperspectral Images. - Pattathal V. Arun 001; Krishna Mohan Buddhiraju; Alok Porwal (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

CNN based spectral super-resolution of remote sensing images. - Pattathal V. Arun 001; Krishna Mohan Buddhiraju; Alok Porwal; Jocelyn Chanussot (Signal Process., 2020)

CNN-Based Super-Resolution of Hyperspectral Images. - Pattathal V. Arun 001; Krishna Mohan Buddhiraju; Alok Porwal; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2020)

Support Vector Machines for Unmixing Geological Mixtures. - Maitreya Mohan Sahoo; Pattathal V. Arun 001; Alok Porwal (WHISPERS, 2021)

Deep Learning-Based Phenological Event Modeling for Classification of Crops. - Pattathal V. Arun 001; Arnon Karnieli (Remote. Sens., 2021)

Deep feature learning and latent space encoding for crop phenology analysis. - Pattathal V. Arun 001; Arnon Karnieli (Expert Syst. Appl., 2022)

Multimodal Earth observation data fusion: Graph-based approach in shared latent space. - Pattathal V. Arun 001; Roy Sadeh; Asaf Avneri; Yaniv Tubul; Carlos Camino; Krishna Mohan Buddhiraju; Alok Porwal; Ran Nisim Lati; Pablo J. Zarco-Tejada; Zvi Peleg; Ittai Herrmann (Inf. Fusion, 2022)

Learning of physically significant features from earth observation data: an illustration for crop classification and irrigation scheme detection. - Pattathal V. Arun 001; Arnon Karnieli (Neural Comput. Appl., 2022)

Augmentation of Vegetation Index Curves Considering the Crop-Specific Phenological Characteristics. - Pattathal V. Arun 001; Arnon Karnieli (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Hyperspectral Video Target Tracking Based on Deep Features with Spectral Matching Reduction and Adaptive Scale 3D Hog Features. - Zhe Zhang; Xuguang Zhu; Dong Zhao 005; Pattathal V. Arun 001; Huixin Zhou; Kun Qian 015; Jianling Hu (Remote. Sens., 2022)

Hyperspectral Video Target Tracking Based on Deep Edge Convolution Feature and Improved Context Filter. - Dong Zhao 005; Jialu Cao; Xuguang Zhu; Zhe Zhang; Pattathal V. Arun 001; Yecai Guo; Kun Qian 015; Like Zhang; Huixin Zhou; Jianling Hu (Remote. Sens., 2022)

Graph Neural Network Based Interpretable Spectral Unmixing for Hyperspectral Unmixing Hyperspectral IIRS Data Onboard Chandrayaan-2 Mission. - Pattathal V. Arun 001; Maitreya Mohan Sahoo; Alok Porwal (IGARSS, 2023)

Modeling Spectral Mixing for Geological Mixtures: Detecting Nonlinearly Mixed Pixels in Hyperspectral Image of Banded Hematite Quartzite. - Maitreya Mohan Sahoo; R. Kalimuthu; Pattathal V. Arun 001; Shibu K. Mathew; Alok Porwal (IGARSS, 2023)

Spectral Unmixing in Generative Space: 3D-GAN Based Approach. - Soorya Suresh; Pattathal V. Arun 001; Alok Porwal (WHISPERS, 2023)

DSP-Net: A Dynamic Spectral-Spatial Joint Perception Network for Hyperspectral Target Tracking. - Xuguang Zhu; Haorui Zhang; Bin Hu; Kunpeng Huang; Pattathal V. Arun 001; Xiuping Jia; Dong Zhao 005; Qing Wang; Huixin Zhou; Shuowen Yang (IEEE Geosci. Remote. Sens. Lett., 2023)

An ISAR and Visible Image Fusion Algorithm Based on Adaptive Guided Multi-Layer Side Window Box Filter Decomposition. - Jiajia Zhang; Huan Li; Dong Zhao 005; Pattathal V. Arun 001; Wei Tan; Pei Xiang; Huixin Zhou; Jianling Hu; Juan Du 005 (Remote. Sens., 2023)

Hyperspectral video target tracking based on pixel-wise spectral matching reduction and deep spectral cascading texture features. - Dong Zhao 005; Xuguang Zhu; Zhe Zhang; Pattathal V. Arun 001; Jialu Cao; Qing Wang; Huixin Zhou; Hao Jiang; Jianling Hu; Kun Qian 015 (Signal Process., 2023)

Hyperspectral Video Tracker Based on Spectral Deviation Reduction and a Double Siamese Network. - Zhe Zhang; Bin Hu; Mengyuan Wang; Pattathal V. Arun 001; Dong Zhao 005; Xuguang Zhu; Jianling Hu; Huan Li; Huixin Zhou; Kun Qian 015 (Remote. Sens., 2023)

Modelling Spectral Unmixing of Geological Mixtures: An Experimental Study Using Rock Samples. - Maitreya Mohan Sahoo; R. Kalimuthu; Pattathal V. Arun 001; Alok Porwal; Shibu K. Mathew (Remote. Sens., 2023)

Open-Set Identification of Minerals From CRISM Hyperspectral Data. - Sandeepan Dhoundiyal; Moni Shankar Dey; Shashikant Singh; Pattathal V. Arun 001; Guneshwar Thangjam; Alok Porwal (IGARSS, 2024)

Reinforced deep learning approach for analyzing spaceborne-derived crop phenology. - Pattathal V. Arun 001; Arnon Karnieli (Int. J. Appl. Earth Obs. Geoinformation, 2024)

SASU-Net: Hyperspectral video tracker based on spectral adaptive aggregation weighting and scale updating. - Dong Zhao 005; Haorui Zhang; Kunpeng Huang; Xuguang Zhu; Pattathal V. Arun 001; Wenhao Jiang; Shiyu Li; Xiaofang Pei; Huixin Zhou (Expert Syst. Appl., 2025)

Spatial Nonstationarity in DL-Based Crop Phenological Analysis. - Pattathal V. Arun 001; Kuldeep Chaurasia; Soorya Suresh; Arnon Karnieli (IEEE Geosci. Remote. Sens. Lett., 2025)

CIGGAN: A Ground-Penetrating Radar Image Generation Method Based on Feature Fusion. - Haoxiang Tian 002; Xu Bai; Xuguang Zhu; Pattathal V. Arun 001; Jingxuan Mi; Dong Zhao 005 (IEEE Trans. Geosci. Remote. Sens., 2025)