What is it about?

Abstract This synthetic dataset comprises computer vision training data designed for multi-task learning applications including object detection, semantic segmentation, and depth estimation. The dataset features scenarios involving water-based environments with emphasis on dynamic human interactions, specifically entrance and exit sequences in aquatic settings captured from boat-mounted perspectives. Generated using synthetic data generation techniques, it provides pixel-perfect ground truth annotations across multiple vision tasks, enabling robust model training without privacy concerns or real-world data collection constraints. The dataset is intended for researchers developing AI systems for marine surveillance, autonomous watercraft navigation, and emotion-aware computer vision applications in challenging water-reflected lighting conditions. Abstract The Japanese concept of "ma間" intrigues fashion designers' imagination of the space between textile and skin. Exploring Art, Knowledge and Movement in Japanese Fashion tells a philosophical story of the Greek poiein, avant-garde Japanese fashion designers, the Paris high fashion scene, and Chinese classics from early modern to contemporary times. It traverses the terrain of history of art, performance studies, religion, and the eighteenth-century literary masterpiece The Dream of Red Chamber (Hongloumeng 紅樓夢, Story of the Stone 石頭記).

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Why is it important?

Abstract This synthetic dataset comprises computer vision training data designed for multi-task learning applications including object detection, semantic segmentation, and depth estimation. The dataset features scenarios involving water-based environments with emphasis on dynamic human interactions, specifically entrance and exit sequences in aquatic settings captured from boat-mounted perspectives. Generated using synthetic data generation techniques, it provides pixel-perfect ground truth annotations across multiple vision tasks, enabling robust model training without privacy concerns or real-world data collection constraints. The dataset is intended for researchers developing AI systems for marine surveillance, autonomous watercraft navigation, and emotion-aware computer vision applications in challenging water-reflected lighting conditions. Abstract The Japanese concept of "ma間" intrigues fashion designers' imagination of the space between textile and skin. Exploring Art, Knowledge and Movement in Japanese Fashion tells a philosophical story of the Greek poiein, avant-garde Japanese fashion designers, the Paris high fashion scene, and Chinese classics from early modern to contemporary times. It traverses the terrain of history of art, performance studies, religion, and the eighteenth-century literary masterpiece The Dream of Red Chamber (Hongloumeng 紅樓夢, Story of the Stone 石頭記).

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Keywords: Philosophy of Physical Science, Japanese Fashion (日本のファッション), Postwar Aesthetics (戦後美学), Material Culture (物質文化), Spatial Theory (空間論), Avant-garde Design (前衛デザイン)

Vivien Jiaqian Zhu 朱嘉倩
Stanford University

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This page is a summary of: <div> Exploring Art, Knowledge and Movement in Japanese Fashion </div>, January 2026, Elsevier,
DOI: 10.2139/ssrn.7104098.
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