Computer Vision, Graphics, and Image Processing
ICVGIP 2016 Satellite Workshops, WCVA, DAR, and MedImage, Guwahati, India, December 19, 2016 Revised Selected Papers
Article
Dosing requires consideration of diverse patient-specific factors affecting drug pharmacokinetics and pharmacodynamics. The available pharmacometric methods have limited capacity for modeling the inter-relatio...
Chapter and Conference Paper
We present a comprehensive study of chart visual question-answering(QA) task, to address the challenges faced in comprehending and extracting data from chart visualizations within documents. Despite efforts to...
Chapter and Conference Paper
We introduce a novel bottom-up approach for the extraction of chart data. Our model utilizes images of charts as inputs and learns to detect keypoints (KP), which are used to reconstruct the components within ...
Article
Systemic inequity in biometrics systems based on racial and gender disparities has received a lot of attention recently. These disparities have been explored in existing biometrics systems such as facial biome...
Chapter and Conference Paper
Lecture videos have become a great resource for students and teachers. These videos are a vast information source, but most search engines only index them by their audio. To make these videos searchable by han...
Chapter and Conference Paper
This work summarizes the results of the second Competition on Harvesting Raw Tables from Infographics (ICPR 2020 CHART-Infographics). Chart Recognition is difficult and multifaceted, so for this competition w...
Chapter and Conference Paper
The volume of online lecture videos is growing at a frenetic pace. This has led to an increased focus on methods for automated lecture video analysis to make these resources more accessible. These methods cons...
Chapter
Data produced from a particular source often exhibit correlations with those arising from other sources. Common data sources include (i) sensors—that gather raw data, (ii) feature extractors—which process the raw...
Chapter
Current state-of-the-art methods multi-modal fusion typically rely on generating a new shared representation space onto which multi-modal features are mapped for the goal of obtaining performance improvement...
Article
We propose a framework to extract and binarize handwritten content in lecture videos. The extracted content could potentially be used to index video collections powering content-based search and navigation wit...
Article
The use of machine learning techniques to expedite the discovery and development of new materials is an essential step towards the acceleration of a new generation of domain-specific highly functional material...
Chapter and Conference Paper
We present a visual search engine for graphics such as math, chemical diagrams, and figures. Graphics are represented using Line-of-Sight (LOS) graphs, with symbols connected only when they can ‘see’ each othe...
Chapter and Conference Paper
We present a study on automated analysis of phase diagrams that attempts to lay the groundwork for a large-scale, indexable, digitized database of phases at different thermodynamic conditions and compositions ...
Book and Conference Proceedings
ICVGIP 2016 Satellite Workshops, WCVA, DAR, and MedImage, Guwahati, India, December 19, 2016 Revised Selected Papers
Reference Work Entry In depth
This chapter deals with the automated recognition of Asian scripts and focuses primarily on text belonging to two script families, viz., oriental scripts such as Chinese, Japanese, and Korean (CJK) and scripts...
Article
The convenience of search, both on the personal computer hard disk as well as on the web, is still limited mainly to machine printed text documents and images because of the poor accuracy of handwriting recogn...
Chapter
Pre-processing of scanned documents is a necessary first step in the process cycle of any document processing application. While pre-processing methods are generally language independent, the effectiveness of ...
Chapter
With advances in the field of digitization of printed documents and several mass digitization projects underway, information retrieval and document search have emerged as key research areas. However, most of t...
Chapter
Urdu is a language spoken in the Indian subcontinent by an estimated 130–270 million speakers. At the spoken level, Urdu and Hindi are considered dialects of a single language because of shared vocabulary and ...
Chapter
Historical documents in Indic scripts can be found on a wide range of media such as paper, palm leaves, and parchment. Palm leaves are believed to be one of the earliest forms of writing media and their use as...