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03/30/2022
An Efficient Anchor-free Universal Lesion Detection in CT-scans
Existing universal lesion detection (ULD) methods utilize compute-intens...
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03/14/2022
DKMA-ULD: Domain Knowledge augmented Multi-head Attention based Robust Universal Lesion Detection
Incorporating data-specific domain knowledge in deep networks explicitly...
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03/14/2022
TSR-DSAW: Table Structure Recognition via Deep Spatial Association of Words
Existing methods for Table Structure Recognition (TSR) from camera-captu...
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09/08/2021
OSSR-PID: One-Shot Symbol Recognition in P ID Sheets using Path Sampling and GCN
Piping and Instrumentation Diagrams (P ID) are ubiquitous in several m...
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09/08/2021
Digitize-PID: Automatic Digitization of Piping and Instrumentation Diagrams
Digitization of scanned Piping and Instrumentation diagrams(P ID), wid...
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01/06/2020
TableNet: Deep Learning model for end-to-end Table detection and Tabular data extraction from Scanned Document Images
With the widespread use of mobile phones and scanners to photograph and ...
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11/21/2019
ChartNet: Visual Reasoning over Statistical Charts using MAC-Networks
Despite the improvements in perception accuracies brought about via deep...
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11/14/2019
Character Keypoint-based Homography Estimation in Scanned Documents for Efficient Information Extraction
Precise homography estimation between multiple images is a pre-requisite...
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01/28/2019
Learning to Clean: A GAN Perspective
In the big data era, the impetus to digitize the vast reservoirs of data...
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01/28/2019
Automatic Information Extraction from Piping and Instrumentation Diagrams
One of the most common modes of representing engineering schematics are ...
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12/11/2018
Deep Reader: Information extraction from Document images via relation extraction and Natural Language
Recent advancements in the area of Computer Vision with state-of-art Neu...
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10/20/2018