Search Results for author: Ashutosh Tiwari

Found 4 papers, 0 papers with code

Leveraging power of deep learning for fast and efficient elite pixel selection in time series SAR interferometry

no code implementations26 Feb 2024 Ashutosh Tiwari, Nitheshnirmal Sadhashivam, Leonard O. Ohenhen, Manoochehr Shirzaei

With significantly reduced time computation (order of minutes) and improved selection of elite pixels, the proposed models can efficiently process long InSAR time series stacks and generate rapid deformation maps.

Time Series

Trustworthy, responsible, ethical AI in manufacturing and supply chains: synthesis and emerging research questions

no code implementations19 May 2023 Alexandra Brintrup, George Baryannis, Ashutosh Tiwari, Svetan Ratchev, Giovanna Martinez-Arellano, Jatinder Singh

While the increased use of AI in the manufacturing sector has been widely noted, there is little understanding on the risks that it may raise in a manufacturing organisation.

Learning semantic Image attributes using Image recognition and knowledge graph embeddings

no code implementations12 Sep 2020 Ashutosh Tiwari, Sandeep Varma

In this paper, we propose a shared learning approach to learn semantic attributes of images by combining a knowledge graph embedding model with the recognized attributes of images.

Knowledge Graph Embedding Knowledge Graph Embeddings +1

Deep learning networks for selection of persistent scatterer pixels in multi-temporal SAR interferometric processing

no code implementations4 Sep 2019 Ashutosh Tiwari, Avadh Bihari Narayan, Onkar Dikshit

However, pixel selection results, when compared to a combination of R-index and a classified image of the test dataset, reveal that CLSTM-ISS estimates improved the classification of PS and non-PS pixels compared to those of StaMPS and CNN-ISS.

Computational Efficiency Semantic Segmentation

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