Search Results for author: Ashutosh Mehra

Found 2 papers, 1 papers with code

LayerDoc: Layer-wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents

no code implementations • IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023 • Puneet Mathur, Rajiv Jain, Ashutosh Mehra, Jiuxiang Gu, Franck Dernoncourt, Anandhavelu N, Quan Tran, Verena Kaynig-Fittkau, Ani Nenkova, Dinesh Manocha, Vlad I. Morariu

Experiments show that our approach outperforms competitive baselines by 10-15% on three diverse datasets of forms and mobile app screen layouts for the tasks of spatial region classification, higher-order group identification, layout hierarchy extraction, reading order detection, and word grouping.

Reading Order Detection

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Black-box Explanation of Object Detectors via Saliency Maps

2 code implementations • CVPR 2021 • Vitali Petsiuk, Rajiv Jain, Varun Manjunatha, Vlad I. Morariu, Ashutosh Mehra, Vicente Ordonez, Kate Saenko

We propose D-RISE, a method for generating visual explanations for the predictions of object detectors.

Object object-detection +1

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