Research
I'm interested in Photogrammetry, 3D computer vision, Real-time rendering, Autonomous driving.
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Enhancing Multi-view Pedestrian Detection Through Generalized 3D Feature Pulling
Sithu Aung, Haesol Park, Hyungjoo Jung, Junghyun Cho
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024
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youtube /
Effective multi-view feature pulling method for detecting dense pedestrian crowds with sparsely located CCTV cameras within a spacious scene.
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Open-source Projects
I open-sourced a lot of works in my earlier days.
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Easy-to-use Face Analysis Tool
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2022-06-21
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Face analysis tool including face & landmark detection, recognition, facial expression recognition and facial attribute classification.
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A collection of SOTA Image Classification Models in PyTorch
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2022-05-08
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Intended for easy to use and integrate SOTA image classification models into down-stream tasks and finetuning with custom datasets.
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SOTA Segmentation Models in PyTorch
projects
2022-05-01
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Easy to use and customizable SOTA semantic segmentation models in PyTorch.
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Top-Down Multi-person Pose Estimation
projects
2021-09-20
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Multi-person pose estimation based on top-down method, incorporating real-time YOLO detector with SOTA pose estimation models.
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Object Tracking with YOLO, CLIP and DeepSORT
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2021-09-19
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Tracking by detection with real-time YOLO detector with classic DeepSORT tracking pipeline and zero-shot feature extractor, CLIP.
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