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by IQAC KIITKIIT Deemed to be University — Internal Quality Assurance Cell

Publication2022

Vision Navigator: A Smart and Intelligent Obstacle Recognition Model for Visually Impaired Users

The record

Type
Publication
Date
1 January 2022
Level
National
Journal
Mobile Information Systems
Volume
2022
Published
1 January 2022
DOI
10.1155/2022/9715891
Scopus ID
85126979492
ISSN
1574017X
Authors
4
Open access
Yes
Citations
82
International co-authorship
No
Co-author countries
IN

Classification

Every label below carries the reasoning it was assigned on, the confidence band it was assigned in, and what produced it. The rubric is published.

UN Sustainable Development Goals

  1. 10 Reduce inequality within and among countries

    GoalPrimaryHigh confidenceJudged

    Smart assistive technology framework enabling independent navigation for visually impaired users achieving 95 percent detection accuracy.

    High confidence
    The subject matter is a strong and direct inference from the record type, the funding or organising body, or the programme context, even where the title alone is thin. Example: an ICMR-funded project against SDG 3, on the strength of the agency.
    Judged
    Judged against the published classification rubric, under the rubric and prompt versions recorded with the run that produced it.
    Produced by
    claude-haiku-4-5-20251001, under kortex-publication-v1
  2. 9 Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation

    GoalSecondaryModerate confidenceJudged

    Integration of IoT sensors and recurrent neural networks for real-time obstacle detection.

    Moderate confidence
    The alignment is plausible and defensible but rests on an assumption a reasonable reviewer could decline. Published, and surfaced in the review queue for a human to confirm or override.
    Produced by
    claude-haiku-4-5-20251001, under kortex-publication-v1

Viksit Bharat @2047

  1. vb-1 Empowered Indians

    ThemePrimaryHigh confidenceJudged

    Derived through the seeded SDG-to-Viksit-Bharat crosswalk from the primary SDG 10 label. Smart assistive technology framework enabling independent navigation for visually impaired users achieving 95 percent detection accuracy.

    Produced by
    claude-haiku-4-5-20251001, under kortex-publication-v1

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KIIT Deemed to be University. “Vision Navigator: A Smart and Intelligent Obstacle Recognition Model for Visually Impaired Users”. Kortex.

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Vision Navigator: A Smart and Intelligent Obstacle Recognition Model for Visually Impaired Users · Kortex