3 papers
cs.CV2024
Haze Removal via Regional Saturation-Value Translation and Soft Segmentation
Le-Anh Tran, Dong-Chul Park
This paper proposes a single image dehazing prior, called Regional Saturation-Value Translation (RSVT), to tackle the color distortion problems caused by conventional dehazing appr…
cs.CV2024
Toward Improving Robustness of Object Detectors Against Domain Shift
Le-Anh Tran, Chung Nguyen Tran, Dong-Chul Park +2
This paper proposes a data augmentation method for improving the robustness of driving object detectors against domain shift. Domain shift problem arises when there is a significan…
cs.LG2023
Feature Embedding Clustering using POCS-based Clustering Algorithm
Le-Anh Tran, Dong-Chul Park
An application of the POCS-based clustering algorithm (POCS stands for Projection Onto Convex Set), a novel clustering technique, for feature embedding clustering problems is propo…