Search Results for author: Hiresh Gupta

Found 4 papers, 3 papers with code

Multi-Modal Association based Grouping for Form Structure Extraction

1 code implementation9 Jul 2021 Milan Aggarwal, Mausoom Sarkar, Hiresh Gupta, Balaji Krishnamurthy

Experimental results show the effectiveness of our approach achieving a recall of 90. 29%, 73. 80%, 83. 12%, and 52. 72% for the above structures, respectively, outperforming semantic segmentation baselines significantly.

Semantic Segmentation

Form2Seq : A Framework for Higher-Order Form Structure Extraction

1 code implementation EMNLP 2020 Milan Aggarwal, Hiresh Gupta, Mausoom Sarkar, Balaji Krishnamurthy

To mitigate this, we propose Form2Seq, a novel sequence-to-sequence (Seq2Seq) inspired framework for structure extraction using text, with a specific focus on forms, which leverages relative spatial arrangement of structures.

Semantic Segmentation

Document Structure Extraction using Prior based High Resolution Hierarchical Semantic Segmentation

no code implementations ECCV 2020 Mausoom Sarkar, Milan Aggarwal, Arneh Jain, Hiresh Gupta, Balaji Krishnamurthy

We introduce our new human-annotated forms dataset and show that our method significantly outperforms different segmentation baselines on this dataset in extracting hierarchical structures.

Segmentation Semantic Segmentation +2

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