International Publications
(*bold: first-authored papers)
Machine Perception : Segmentation [ICPR'20, SPL'21a, PRL'22b, PRL'23, PR'24, ACCESS'24], Detection [ICCAS'20, PRL'22b], EO/Lidar Sensor Fusion [TITS'22]
Human Recognition : Human Parsing [PR'24], Face Recognition [ACCESS'22], Group Action Recognition [ECCV'24a, ECCV'24b]
Data Minimization : Few-Shot Learning [SPL'21a], Zero-Shot Learning [PRL'22b], Semi-Supervised Learning [PRL'24, ACCESS'24]
Network Minimization : Network Pruning [SPL'21b], Light-Weighted Network [ICPR'20, GRSL'22]
Multimodal Learning : Prompt-based Learning [VCIP'23, ICASSP'24]
2024~ (KETI)
[C9] Heading-Adaptive Anisotropic DBSCAN Clustering for Radar Based Vehicle Detection System
Yooseung Wang, J. Im, J. Jang, B. An, D. Shin, S. Shin
In Preparation
[J11] A 5G NR-V2X Platooning Communication System for a Heterogeneous Multi-Vehicle Platoon: Design and Real-World Field Validation
Yooseung Wang†, J. Lee†, J. Jang, D. Shin, S. Jang*, B. An
Under Review
[C8] A Singular Value Decomposition Intellectual Property Core Based on High-Level Synthesis for Direction-of-Arrival Estimation
D. Han, Yooseung Wang, B. An, J. Jang, S. Jang, D. Jang, S. Im, S. Jang
ICCAS 2025
[C7] Intent-Based Management Framework for Concurrent Access to Multiple Connected SDVs of Design and Validation
J. Lee, S. Jang, Yooseung Wang, J. Jang, S. Jang, D. Shin, B. An
ICMU 2025
2022~2024 (KAIST)
[C6] Spatio-Temporal Proximity-Aware Dual-Path Model for Panoramic Activity Recognition
S. Lee, Yooseung Wang, S. Woo, Changick Kim
ECCV 2024
[C5] Flow-Assisted Motion Learning Network for Weakly-Supervised Group Activity Recognition
M. A. Nugroho, S. Woo, S. Lee, J. Park, Yooseung Wang, D. Kim, Changick Kim
ECCV 2024
[J10] FCGNet: Foreground and Class Guidd Network for Human Parsing
J. Jang, Yooseung Wang, Changick Kim
Pattern Recognition (SCIE, IF: 8.5), 2023 [Paper]
[J9] CAFS: Class Adative Framework for Semi-Supervised Semantic Segmentation
Jingi Ju*, H. Noh*, Yooseung Wang*, M. Seo, D. Choi
IEEE ACCESS (SCIE, IF: 3.9), 2024 [Paper]
[J8] Subdivided Mask Dispersion Framework for Semi-Supervised Semantic Segmentation
Yooseung Wang, J. Jang, Changick Kim
Pattern Recognition Letters (SCIE, IF: 5.1), 2024 [Preprint, Paper]
[C4] Toward Robust Multimodal Prompting with Missing Modalities
J. Jang, Yooseung Wang, Changick Kim
ICASSP 2024 [Paper]
[C3] Noise-Augmented Missing Modality Aware Prompt based Learning for Robust Visual Recognition
Yooseung Wang, J. Jang, Changick Kim
IEEE VCIP 2023 [Paper, Poster, Conference]
2020-2022 (Defense AI Center, ADD)
[J7] Occlusion-Aware Spatial Attention Transformer for Partially Occluded Object Recognition
J. Heo, Yooseung Wang, J. Park
Pattern Recognition Letters (SCIE, IF: 5.1), 2022 [Paper]
[J6] Angular Margin Mining Softmax for Face Recognition
J. Lee, Yooseung Wang, S. Cho
IEEE ACCESS (SCIE, IF:3.5), 2022 [Paper]
[J5] Zero-shot Semantic Segmentation via Spatial and Multi-Scale Aware Visual Class Embedding
S. Cha*, Yooseung Wang*
Pattern Recognition Letters (SCIE, IF:5.1), 2022 [arXiv, Paper, News]
[J4] Drivable Dirt Road Region Identification Using Image and Point Cloud Semantic Segmentation Fusion
J. Park, H. Yoo, Yooseung Wang
IEEE Transactions on Intelligent Transportation System (SCIE, IF:9.6), 2022 [Paper] [News]
[J3] NL-LinkNet : Toward Lighter but More Accurate Road Extraction with Non-Local Operations
Yooseung Wang, J. Seo, T. Jeon
IEEE Geoscience and Remote Sensing Letters, (SCIE, IF:4.8), 2022 [Paper]
Beat the winner @ CVPRW DeepGlobe Challenge
Introduced a self-attention based operation into a segmentation task.
[J2] Memory-free Stochastic Weight Averaging by One-way Variational Pruning
Yooseung Wang, H. Park, J. Lee
IEEE Signal Processing Letters (SCIE, IF:3.9, Acceptance ≈ 20% ), 2021 [Paper]
[J1] One-shot Summary Prototypical Network Toward Accurate Unpaved Road Semantic Segmentation
Yooseung Wang, D. Lee, J. Heo, J. Park
IEEE Signal Processing Letters (SCIE, IF:3.9, Acceptance ≈ 20% ), 2021 [Paper]
[C2] Transitional Asymmetric Non-local Neural Network for Real-World Dirt Road Segmentation
Yooseung Wang, J. Park
ICPR 2020 [Paper] [Poster] [Slides] [Video]
[C1] Occlusion Data Augmentation for Object detectors based on Random Erasing and Bounding Box Tailoring
J. Heo, Yooseung Wang, J. Park
ICCAS 2020 [Paper]
DOMESTIC PUBLICATIONS
[D6] 왕유승, 우상민, 김창익, "엣지 장치를 위한 경량화된 한국어 음성인식 모델 분석", 대한전자공학회 추계학술대회, 2023
[D5] 이동혁, 왕유승, 허지성, 조선영, 유현성, 박지훈, "전차 부위별 인식 정확도 분석", 한국군사과학기술학회 종합학술대회, 2022
[D4] 왕유승, 조영걸, "은닉 물체 탐지를 위한 자가주의 탐색인지 네트워크", 제 17회 한국로봇종합학술대회 (KRoC), 2022
[D3] 왕유승, 박지훈, "콘볼루션 인공신경망 기반 군용 기동장비 은닉 물체 탐지 기술 연구", 제 31회 영상처리 및 이해에 관한 워크샵 (IPIU), 2022
[D2] 김민수, 김석종, 이기성, 왕유승, "군의 정비능력 향상을 위한 딥러닝 기반의 고장예측체계 활용 연구", 한국군사과학기술학회 종합학술대회, 2021
[D1] 허지성, 이동혁, 왕유승, 임형우, "시뮬레이터를 이용한 자율주행 강화학습 방법 연구", 한국군사과학기술학회 종합학술대회, 2021
PATENT
[PT1] Jihun Park, Hyeonsung Yoo, Yooseung Wang, 의사-레이블 데이터 생성 방법 및 장치, 의사-레이블 데이터를 이용한 심층 신경망 학습 방법 및 장치, "Method and appratus for identifying a driving area of a vehicle using an image and a lidar." (Korea - Registration No. 102336500 / Application No. 10-2021-0015700)
[PT2,] Jihun Park, Hyeonsung Yoo, Yooseung Wang, 영상 및 라이다를 활용한 차량의 주행 가능 영역 식별 장치 및 방법 "Cyclic learning method using heterogeneous sensors and heterogeneous identification algorithms", (Korea - Registration No. 10-2306083 / Application No. 10-2020-0000439)
[PT3] Byeong-Su Kim, Ha-Lin Choi, Yooseung Wang, Sang-Yun Lee, Hee-Seok Kang, “Entry-level 3D Scanner Kit” (Korea - Application No. 10-2017-0179216)