Aditya Challa

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 27

Top Topics

Top Venues

J. Math. Imaging Vis.

IEEE Geosci. Remote. Sens. Lett.

Publications

Anuja Pinge, Dheryta Jaisinghani, Surjya Ghosh, Aditya Challa, Sougata Sen
mTanaaw: A System for Assessment and Analysis of Mental Health with Wearables. COMSNETS (2024)
Aditya Challa, Sravan Danda, Laurent Najman, Snehanshu Saha
Quantile Activation: departing from single point estimation for better generalization across distortions. CoRR (2024)
Aditya Challa, Sravan Danda, Laurent Najman
A Novel Approach to Regularising 1NN classifier for Improved Generalization. CoRR (2024)
Harman M. Singh, Shrishailya Agashe, Shreyans Jain, Surjya Ghosh, Aditya Challa, Sravan Danda, Sougata Sen
(POSTER) Insights from Executing TinyML Models on Smartphones and Microcontrollers. DCOSS-IoT (2023)
Aditya Challa, Snehanshu Saha, Soma S. Dhavala
Decoupling Quantile Representations from Loss Functions. CoRR (2023)
Aditya Challa, Geetika Barman, Sravan Danda, B. S. Daya Sagar
Band Selection Using Dilation Distances. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Kannan Nagajothi, Sravan Danda, Aditya Challa, B. S. Daya Sagar
A Theoretical Analysis of Granulometry-Based Roughness Measures on Cartosat DEMs. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Rohan Agarwal, Aman Aziz, Aditya Suraj Krishnan, Aditya Challa, Sravan Danda
ESW Edge Weights: Ensemble Stochastic Watershed Edge Weights for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Aditya Challa, Ashwin Srinivasan, Michael Bain, Gautam Shroff
A Program-Synthesis Challenge for ARC-Like Tasks. ILP (2022)
Siddharth Saravanan, Aditya Challa, Sravan Danda
A Robust Morphological Approach for Semantic Segmentation of Very High Resolution Images. CoRR (2022)
Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman
Triplet-Watershed for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Rohan Agarwal, Aman Aziz, Aditya Suraj Krishnan, Aditya Challa, Sravan Danda
ESW Edge-Weights : Ensemble Stochastic Watershed Edge-Weights for Hyperspectral Image Classification. CoRR (2022)
Sampriti Soor, Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman
Iterated Watersheds, A Connected Variation of K-Means for Clustering GIS Data. IEEE Trans. Emerg. Top. Comput. 9 (2) (2021)
Nagajothi Kannan, Sravan Danda, Aditya Challa, B. S. Daya Sagar
A Theoretical Analysis of Granulometry-based Roughness Measures on Cartosat DEMs. CoRR (2021)
Govind Sharma, Aditya Challa, Paarth Gupta, M. Narasimha Murty
Higher-Order Relations Skew Link Prediction in Graphs. CoRR (2021)
Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman
Triplet-Watershed for Hyperspectral Image Classification. CoRR (2021)
Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman
Power Spectral Clustering. J. Math. Imaging Vis. 62 (9) (2020)
Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman
Watersheds for Semi-Supervised Classification. IEEE Signal Process. Lett. 26 (5) (2019)
Sravan Danda, Aditya Challa, B. S. Daya Sagar, Laurent Najman
Some Theoretical Links Between Shortest Path Filters and Minimum Spanning Tree Filters. J. Math. Imaging Vis. 61 (6) (2019)
Sravan Danda, Aditya Challa, B. S. Daya Sagar, Laurent Najman
Revisiting the Isoperimetric Graph Partitioning Problem. IEEE Access 7 (2019)
Sampriti Soor, Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman
Extending K-Means to Preserve Spatial Connectivity. IGARSS (2018)
Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman
Some Properties of Interpolations Using Mathematical Morphology. IEEE Trans. Image Process. 27 (4) (2018)
Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman
Power spectral clustering on hyperspectral data. IGARSS (2017)
Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman
An Introduction to Gamma-Convergence for Spectral Clustering. DGCI (2017)
Sravan Danda, Aditya Challa, B. S. Daya Sagar, Laurent Najman
Power Tree Filter: A Theoretical Framework Linking Shortest Path Filters and Minimum Spanning Tree Filters. ISMM (2017)
Sravan Danda, Aditya Challa, B. S. Daya Sagar
A morphology-based approach for cloud detection. IGARSS (2016)
Aditya Challa, Sravan Danda, B. S. Daya Sagar
Morphological interpolation for temporal changes. IGARSS (2016)