Seoul National University College of Engineering announced that a joint research team led by Professor Namkyoo Park and ...
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A motion-based deep learning system that detects abnormal crowd motion by analysing optical flow sequences using a CNN + LSTM architecture with motion coherence metrics. Designed for surveillance ...
Abstract: Contemporary deep learning approaches for optical flow estimation continue to face persistent challenges in model interpretability, generalization capacity, and deployment efficiency, ...
Abstract: The sparse optical flow method is a fundamental task in computer vision. However, its reliance on the assumption of constant environmental brightness constrains its applicability in high ...