一个模块化的神经运动重定位系统,解骨和形状感知
概括
这项研究介绍了M-R2ET,一种用于皮肤运动重定位的新型神经系统. 它有效地映射了具有不同结构的字符之间的运动,同时保留了语义和几何.
科学领域:
- 计算机图形 计算机图形
- 人工智能的人工智能
- 动画动画 动画动画
背景情况:
- 由于角色之间的结构差异,皮肤运动重定位具有挑战性.
- 保持运动语义和字符几何学对于逼真的动画至关重要.
研究的目的:
- 开发一个全面的神经系统,用于跨结构的运动重定位.
- 为了应对在重定位过程中保护运动语义和字符几何学的挑战.
主要方法:
- 提出M-R2ET,一个模块化的神经运动重定位系统.
- 使用交叉结构对齐模块进行联合对应.
- 使用骨架意识和形状意识的剩余修改模块.
- 纳入基于距离的损失,以维护语义和几何.
- 实现一个平衡门来插入剩余修改.
主要成果:
- M-R2ET在规范骨架空间中学习剩余运动修改.
- 该系统有效地减少了相互透和接触缺失.
- 在Mixamo数据集上实现了最先进的性能.
- 在运动语义保护和几何准确性之间取得了良好的平衡.
结论:
- M-R2ET成功实现了跨结构的运动重定位.
- 模块化方法全面解决了运动重定位的关键挑战.
- 该系统提供了一个强大的解决方案,用于实现现实的角色动画.
相关概念视频
The Vestibular System
38.0K
The vestibular system is a set of inner ear structures that provide a sense of balance and spatial orientation. This system is comprised of structures within the labyrinth of the inner ear, including the cochlea and two otolith organs—the utricle and saccule. The labyrinth also contains three semicircular canals—superior, posterior, and horizontal—that are oriented on different planes.
38.0K
Somatosensation
36.9K
The somatosensory system relays sensory information from the skin, mucous membranes, limbs, and joints. Somatosensation is more familiarly known as the sense of touch. A typical somatosensory pathway includes three types of long neurons: primary, secondary, and tertiary. Primary neurons have cell bodies located near the spinal cord in groups of neurons called dorsal root ganglia. The sensory neurons of ganglia innervate designated areas of skin called dermatomes.
36.9K
Bone Remodeling
34.4K
Bone remodeling is a continuous and balanced process of bone resorption by osteoclasts and bone formation by osteoblasts. In adults, it helps maintain bone mass and calcium homeostasis. While mechanical stress can stimulate turnover as part of the normal maintenance and reparative process, several hormones also regulate bone remodeling.
34.4K
Sensory Perception: Organization of the Somatosensory System
8.4K
The somatosensory system is the central and peripheral nervous system component that senses and processes touch, pressure, pain, temperature, and body position or proprioception. The process of sensation takes place at three levels:
The receptor level:
The receptor level is the first stage of sensation. It involves the detection of a stimulus by specialized sensory receptors. The stimulus must arrive within the receptor's receptive field. Next, the receptor converts the energy of the...
The receptor level:
The receptor level is the first stage of sensation. It involves the detection of a stimulus by specialized sensory receptors. The stimulus must arrive within the receptor's receptive field. Next, the receptor converts the energy of the...
8.4K
Major Somatic Sensory Pathways
3.2K
Sensory impulses related to touch, pressure, vibration, and proprioception from various body parts, such as the limbs, trunk, neck, and posterior head, travel to the cerebral cortex through the posterior column-medial lemniscus pathway. The pathway’s name derives from the two white-matter tracts that convey the impulses: the spinal cord's posterior column and the brainstem's medial lemniscus. First-order sensory neurons extend their axons into the spinal cord, forming the...
3.2K


