الملخص
Human motion defines an action, while a camera trajectory determines how it is presented. Camera generation for a given human motion and joint human-camera generation are usually treated as separate tasks, although both share an asymmetric dependency: human motion can be generated independently, whereas the camera responds to the realized action. We introduce AESOP, a unified framework with an independent human pathway and a shared human-conditioned camera generator. Its asymmetric architecture serves both tasks while preserving the human output during camera generation. Although human context anchors the shot to the action and camera text describes its movement, translation intensity remains underspecified. We therefore construct trajectory pairs that differ in camera translation magnitude while sharing human motion and camera text, then use these pairs to learn an explicit intensity condition. Experiments on the PulpMotion dataset demonstrate strong camera distributional and framing quality in both tasks and effective control over camera translation intensity.
الكلمات المفتاحية
الموضوع
بيانات النشر
- المجلة
- غير متاح
- وصول مفتوح
- وصول مفتوح أخضر
اقتبس هذه المقالة
APA 7
Lin, J., Wang, Z., Li, H., Liu, W., Zhang, Z., Tang, K., Xiang, D., Wang, C., Kang, D., Guo, C., Bao, L., & He, G. (2026). AESOP: Asymmetric Human-Camera Generation with Translation-Intensity Control. https://omanscience.com/ar/articles/aesop-asymmetric-human-camera-generation-with-translation-intensity-control
MLA 9
Lin, Jingzhong, et al. "AESOP: Asymmetric Human-Camera Generation with Translation-Intensity Control." https://omanscience.com/ar/articles/aesop-asymmetric-human-camera-generation-with-translation-intensity-control.
شيكاغو (المؤلف–التاريخ)
Lin, Jingzhong, Zhanke Wang, Heng Li, Wenxiang Liu, Zhao Zhang, Kecheng Tang, Dongdong Xiang, Changbo Wang, Di Kang, Chunchao Guo, Linchao Bao, and Gaoqi He. 2026. "AESOP: Asymmetric Human-Camera Generation with Translation-Intensity Control." https://omanscience.com/ar/articles/aesop-asymmetric-human-camera-generation-with-translation-intensity-control.
هارفارد
Lin, J., Wang, Z., Li, H., Liu, W., Zhang, Z., Tang, K., Xiang, D., Wang, C., Kang, D., Guo, C., Bao, L. and He, G. (2026) 'AESOP: Asymmetric Human-Camera Generation with Translation-Intensity Control', Available at: https://omanscience.com/ar/articles/aesop-asymmetric-human-camera-generation-with-translation-intensity-control.
فانكوفر
Lin J, Wang Z, Li H, Liu W, Zhang Z, Tang K, et al. AESOP: Asymmetric Human-Camera Generation with Translation-Intensity Control. https://omanscience.com/ar/articles/aesop-asymmetric-human-camera-generation-with-translation-intensity-control
IEEE
J. Lin, Z. Wang, H. Li, W. Liu, Z. Zhang, K. Tang, D. Xiang, C. Wang, D. Kang, C. Guo, L. Bao, and G. He, "AESOP: Asymmetric Human-Camera Generation with Translation-Intensity Control," https://omanscience.com/ar/articles/aesop-asymmetric-human-camera-generation-with-translation-intensity-control.