SINGLE IMAGE REFLECTION REMOVAL WITH SEGMENTATION

ICTACT Journal on Image and Video Processing ( Volume: 12 , Issue: 4 )

Abstract

vioft2nntf2t|tblJournal|Abstract_paper|0xf4ffa7612c0000004c17060001000600
Removal of reflection is of high importance to reclaim the original background image. Several attempts have been made to separate reflection from background. A number of approaches are based on assuming certain conditions about the reflective material (glass) and type of reflection. Humans can separate familiar objects easily due to the understanding of the objects in scene, same analogy is applied here. In this paper, additional information of segmentation map is utilized rather than using a single reflection image as input. Estimated segmentation map corresponds to the composite image. Our aim is to investigate the efficacy of segmentation map in reflection removal approaches. Proposed method performs adequately on real-world images and suppresses the reflection components in background effectively.

Authors

Rashmi Chaurasiya1, Dinesh Ganotra2
Indira Gandhi Delhi Technical University for Women, India1,2

Keywords

Reflection Removal, Deep Learning, Semantic Guidance

Published By
ICTACT
Published In
ICTACT Journal on Image and Video Processing
( Volume: 12 , Issue: 4 )
Date of Publication
May 2022
Pages
2730-2734

ICT Academy is an initiative of the Government of India in collaboration with the state Governments and Industries. ICT Academy is a not-for-profit society, the first of its kind pioneer venture under the Public-Private-Partnership (PPP) model

Contact Us

ICT Academy
Module No E6 -03, 6th floor Block - E
IIT Madras Research Park
Kanagam Road, Taramani,
Chennai 600 113,
Tamil Nadu, India

For Journal Subscription: journalsales@ictacademy.in

For further Queries and Assistance, write to us at: ictacademy.journal@ictacademy.in