Removing Background with Semantic Segmentation Based on Ensemble Learning

Xu, Junhong and Guo, Hanqing and Kageza, Aron and Wu, Shaoen and AlQarni, Saeed (2018) Removing Background with Semantic Segmentation Based on Ensemble Learning. In: 11th EAI International Conference on Mobile Multimedia Communications.

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Abstract

This paper presents a deep learning approach to Kaggle Carvana Image Masking Competition, which aims at extracting the car objects in high quality images with the background removed. We formulate the background extraction problem as an image segmentation problem. In this challenge, we have evaluated

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 11:30
Last Modified: 17 Apr 2026 15:35
URI: http://eprints.eai.eu/id/eprint/19311

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