Domain Generalized Semantic Segmentation for LiDAR Point Clouds- Author : 강윤수*, 김현성*, 오창균, 윤국진 – Published Date : 2023 – Category : Domain Generalization – Place of publication : 제35회 영상 처리 및 이해에 관한 워크샵(IPIU) Abstract: With the success of 3D deep learning models, various LiDAR perception technologies for autonomous driving have been developed.…
High-Resolution Novel View Synthesis via Cross-Guided Optimization of Radiance Fields with Multi-View Image Super-Resolution- Author : 윤영호, 윤국진 – Published Date : 2023 – Category : Super-Resolution, Novel View Synthesis – Place of publication : High-Resolution Novel View Synthesis via Cross-Guided Optimization of Radiance Fields with Multi-View Image Super-Resolution Abstract: Novel View Synthesis (NVS) aims at…
Unlocking the Potential of Event Cameras for Stereo Matching: Selection and Cross Similarity- Author : 조훈희, 윤국진 – Published Date : 2023 – Category : Event Camera – Place of publication : 제35회 영상 처리 및 이해에 관한 워크샵(IPIU) Abstract: Standard frame-based cameras have shortcomings of low dynamic range and motion blur in real applications. On…
Adversarial Reconstruction Learning for Weakly Supervised Semantic Segmentation- Author : 권혁준*, 윤성훈*, 윤국진 – Published Date : 2023 – Category : Semantic Segmentation – Place of publication : 제35회 영상 처리 및 이해에 관한 워크샵(IPIU) Abstract: In Weakly Supervised Semantic Segmentation (WSSS), Class Activation Maps (CAMs) usually 1) do not cover the whole object and…
Weakly Supervised Approach for Joint Object and Lane Marking Detection- Author : Shyam, Pranjay, Kim, Kyung-Soo,and Kuk-Jin Yoon – Published Date : 2021 – Category : Detection – Place of publication : IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)
High Accuracy Real-time Multi-Gas Identification by Batch-Uniform Gas Sensor Array and Deep Learning Algorithm- Author : Mingu Kang, Incheol Cho, Jaeho Park, Jaeseok Jeong, Kichul Lee, Byeongju Lee, Henriquez DD, Kuk-Jin Yoon‡, and Inkyu Park‡ (‡: Co-corresponding authors) – Published Date : 2022 – Category : Deep Learning Application – Place of publication : ACS…
Artificial Olfactory Neuron for an In-sensor Neuromorphic Nose- Author :Joon-Kyu Han*, Mingu Kang*, Jaeseok Jeong, Incheol Cho, Ji-Man Yu, Kuk-Jin Yoon, Inkyu Park‡, and Yang-Kyu Choi‡ (*: Co-authors, ‡: Co-corresponding authors) – Published Date : 2022 – Category : Deep Learning Application – Place of publication : ADVANCED SCIENCE Abstract: A neuromorphic module of an electronic nose (E-nose)…
Ultra-Low-Power E-Noise System Based on Multi-Micro-LED-Integrated, Nanostructured Gas Sensors and Deep Learning- Author : Kichul Lee, Incheol Cho, Mingu Kang, Jaeseok Jeong, Minho Choi, Kiew Young Woo, Kuk-Jin Yoon‡, Yong-Hoon Cho‡, and Inkyu Park‡ (‡: Co-corresponding authors) – Published Date : 2023 – Category : Deep Learning Application – Place of publication : ACS NANO …
Deep Learning-based Gas Identification by Time-variant Illumination of a Single Micro LED-embedded Gas Sensor- Author : Incheol Cho*, Kichul Lee*, Young Chul Sim, Jaeseok Jeong, Minkyu Cho, Heechan Jung, Mingu Kang, Yong-Hoon Cho, Seung Chul Ha, Kuk-Jin Yoon‡, and Inkyu Park‡ (*: Co-authors, ‡: Co-corresponding authors) – Published Date : 2023 – Category : Deep Learning Application…
Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor- Author : Hyeokjun Kweon*, Sung-Hoon Yoon*, and Kuk-Jin Yoon – Published Date : TBD – Category : Weakly Supervised Semantic Segmentation (WSSS) – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023 Abstract: In Weakly Supervised Semantic Segmentation (WSSS), Class…