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English(EN) PAGE: Towards Practical Human-level Gaze Target Estimation

新型PaGE模型实现人类水平注视点估计，在关键指标上超越人类

作者 PulseAugur 编辑部 · [3 个来源] ·

研究人员开发了一个名为PaGE（Practical Gaze Estimator）的新型注视点估计模型，旨在实现预测人类视线落点的“人类水平”性能。该模型明确处理了场景和头部特征之间的交互，并采用了一种新颖的训练方法，通过从大型教师模型蒸馏到轻量级学生模型。PaGE已展现出最先进的成果，在大多数指标上超越人类，并显著缩小了人机差距。蒸馏后的模型旨在实际部署于机器人和消费电子等设备上。 AI

影响 通过准确解读人类注意力，该模型有望显著改善人机交互，并在机器人和消费设备中实现更复杂的AI应用。

排序理由 该集群描述了一篇详细介绍新型注视点估计模型的研究论文。

在 arXiv cs.CV 阅读 →

AI 生成摘要 · Google Gemini · 来自 3 个来源。 我们如何撰写摘要 →

新型PaGE模型实现人类水平注视点估计，在关键指标上超越人类

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报道来源 [3]

  1. arXiv cs.AI TIER_1 English(EN) · Tongbing Huang, Yang Fu, Yunfei Wang, Zhaocan Wang ·

    单相机单光源的双目注视点估计

    arXiv:2607.05473v1 Announce Type: cross Abstract: According to commonly consented theories, the minimum hardware requirement for gaze tracker is one camera and two light sources to realize gaze estimation with free head movements. However, in some scenarios such as eye tracking o…

  2. arXiv cs.CV TIER_1 English(EN) · Zhoutong Ye, Chengwen Zhang, Zhaibin Cui, Mingze Sun, Jiaqi Liu, Xiangwu Li, Qingyang Wan, Chang Liu, Xutong Wang, Huan-ang Gao, Yu Mei, Chun Yu, Yuanchun Shi ·

    PAGE：迈向实用级人类水平注视目标估计

    arXiv:2607.04860v1 Announce Type: new Abstract: Gaze target estimation, the task of predicting where a person is looking in a scene, is crucial to understanding human attention and intent. It is a challenging task that combines high-level understanding of global scene semantics a…

  3. arXiv cs.CV TIER_1 English(EN) · Yuanchun Shi ·

    PAGE：迈向实用级人类水平注视目标估计

    Gaze target estimation, the task of predicting where a person is looking in a scene, is crucial to understanding human attention and intent. It is a challenging task that combines high-level understanding of global scene semantics and precise spatial reasoning using human appeara…

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