Search Results for author: Youngbae Hwang

Found 6 papers, 1 papers with code

Robust Deep Multi-modal Learning Based on Gated Information Fusion Network

no code implementations17 Jul 2018 Jaekyum Kim, Junho Koh, Yecheol Kim, Jaehyung Choi, Youngbae Hwang, Jun Won Choi

The goal of multi-modal learning is to use complimentary information on the relevant task provided by the multiple modalities to achieve reliable and robust performance.

Data Augmentation object-detection +1

Detecting Temporally Consistent Objects in Videos through Object Class Label Propagation

no code implementations20 Jan 2016 Subarna Tripathi, Serge Belongie, Youngbae Hwang, Truong Nguyen

We further propose a clustering of VOPs which can efficiently be used for detecting objects in video in a streaming fashion.

Clustering Object +2

Semantic Video Segmentation : Exploring Inference Efficiency

1 code implementation4 Sep 2015 Subarna Tripathi, Serge Belongie, Youngbae Hwang, Truong Nguyen

We explore the efficiency of the CRF inference beyond image level semantic segmentation and perform joint inference in video frames.

Image Segmentation Segmentation +3

Color Transfer Using Probabilistic Moving Least Squares

no code implementations CVPR 2014 Youngbae Hwang, Joon-Young Lee, In So Kweon, Seon Joo Kim

This paper introduces a new color transfer method which is a process of transferring color of an image to match the color of another image of the same scene.

Improving Streaming Video Segmentation with Early and Mid-Level Visual Processing

no code implementations14 Feb 2014 Subarna Tripathi, Youngbae Hwang, Serge Belongie, Truong Nguyen

Despite recent advances in video segmentation, many opportunities remain to improve it using a variety of low and mid-level visual cues.

Motion Segmentation Segmentation +2

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