Search Results for author: Chanho Eom

Found 4 papers, 2 papers with code

Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation

no code implementations22 Jul 2022 Geon Lee, Chanho Eom, Wonkyung Lee, Hyekang Park, Bumsub Ham

We present a novel unsupervised domain adaptation method for semantic segmentation that generalizes a model trained with source images and corresponding ground-truth labels to a target domain.

Contrastive Learning Object +2

Video-based Person Re-identification with Spatial and Temporal Memory Networks

1 code implementation ICCV 2021 Chanho Eom, Geon Lee, Junghyup Lee, Bumsub Ham

Spatial and temporal distractors in person videos, such as background clutter and partial occlusions over frames, respectively, make this task much more challenging than image-based person reID.

Video-Based Person Re-Identification

Learning Disentangled Representation for Robust Person Re-identification

1 code implementation NeurIPS 2019 Chanho Eom, Bumsub Ham

We address the problem of person re-identification (reID), that is, retrieving person images from a large dataset, given a query image of the person of interest.

Attribute Generative Adversarial Network +1

Temporally Consistent Depth Prediction with Flow-Guided Memory Units

no code implementations16 Sep 2019 Chanho Eom, Hyunjong Park, Bumsub Ham

To address this problem, we propose to memorize temporal consistency in the video sequence, and leverage it for the task of depth prediction.

Autonomous Driving Depth Estimation +2

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