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Je-Won Kang

3 accepted papers

2025

Illumination Spectrum Estimation for Multispectral Images via Surface Reflectance Modeling and Spatial-Spectral Feature Generation

CVPR 2025poster

Multispectral (MS) images contain richer spectral information than RGB images due to their increased number of channels and are widely used for various applications. However, achieving accurate estimation in MS images remains challenging, as previous studies have struggled with spectral diversity an…

2024

SRTube: Video-Language Pre-Training with Action-Centric Video Tube Features and Semantic Role Labeling

CVPR 2024poster

In recent years large-scale video-language pre-training (VidLP) has received considerable attention for its effectiveness in relevant tasks. In this paper we propose a novel action-centric VidLP framework that employs video tube features for temporal modeling and language features based on semantic…

Cited by 0SourcePDFScholar
2021

Video Question Answering Using Language-Guided Deep Compressed-Domain Video Feature

ICCV 2021poster

Video Question Answering (Video QA) aims to give an answer to the question through semantic reasoning between visual and linguistic information. Recently, handling large amounts of multi-modal video and language information of a video is considered important in the industry. However, the current vid…

Cited by 19PDFcodeScholar