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We present SoftSMPL, a learning-based method to model realistic soft-tissue dynamics as a function of body shape and motion. Datasets to learn such task are scarce and expensive to generate, which makes training models prone to overfitting.…

计算机视觉与模式识别 · 计算机科学 2020-12-11 Igor Santesteban , Elena Garces , Miguel A. Otaduy , Dan Casas

Rheology, the study of flow, plays a vital role in diverse industries such as pharmaceuticals, cosmetics and food. In this work, we provide a comprehensive introduction to fundamental rheological experiments and offer a strategic approach…

软凝聚态物质 · 物理学 2025-11-17 Khushboo Suman

The local fiber orientation is a micro-structural feature crucial for the mechanical properties of parts made from fiber reinforced polymers. It can be determined from micro-computed tomography data and subsequent quantitative analysis of…

图像与视频处理 · 电气工程与系统科学 2020-05-14 Thomas Baranowski , Dascha Dobrovolskij , Kilian Dremel , Astrid Hölzing , Günter Lohfink , Katja Schladitz , Simon Zabler

Design of robots at the small scale is a trial-and-error based process, which is costly and time-consuming. There are no good dynamic simulation tools to predict the motion or performance of a microrobot as it moves against a substrate. At…

机器人学 · 计算机科学 2019-07-31 Jiayin Xie , Chenghao Bi , David J. Cappelleri , Nilanjan Chakraborty

Articulated objects like doors, drawers, valves, and tools are pervasive in our everyday unstructured dynamic environments. Articulation models describe the joint nature between the different parts of an articulated object. As most of these…

机器人学 · 计算机科学 2019-03-21 Yeshasvi Tirupachuri , Silvio Traversaro , Francesco Nori , Daniele Pucci

The feature extraction methods of radiomics are mainly based on static tomographic images at a certain moment, while the occurrence and development of disease is a dynamic process that cannot be fully reflected by only static…

图像与视频处理 · 电气工程与系统科学 2022-02-23 Fengying Che , Ruichuan Shi , Jian Wu , Haoran Li , Shuqin Li , Weixing Chen , Hao Zhang , Zhi Li , Xiaoyu Cui

Understanding mechanosensitivity, i.e. how cells sense the stiffness of their environment is very important, yet there is a fundamental difficulty in understanding its mechanism: to measure an elastic modulus one requires two points of…

细胞行为 · 定量生物学 2015-06-17 Matteo Escude , Michelle K. Rigozzi , Eugene M. Terentjev

In this paper, we propose a method for characterizing 3D shapes from point clouds and we show a direct application on a study of organ temporal deformations. As an example, we characterize the behavior of a bladder during a forced…

计算机视觉与模式识别 · 计算机科学 2020-03-19 Karim Makki , Amine Bohi , Augustin C. Ogier , Marc-Emmanuel Bellemare

It is proposed that the theory of dynamical systems offers appropriate tools to model many phonological aspects of both speech production and perception. A dynamic account of speech rhythm is shown to be useful for description of both…

cmp-lg · 计算机科学 2008-02-03 Robert Port , Fred Cummins , Michael Gasser

The mechanical response of rubbers has been ubiquitously assumed to be only a function of the imposed strain. Using innovative X-ray measurements capturing the three-dimensional spatial volumetric strain fields, we demonstrate that rubbers…

To reduce model size during post-training, compression methods, including knowledge distillation, low-rank approximation, and pruning, are often applied after fine-tuning the model. However, sequential fine-tuning and compression sacrifices…

机器学习 · 计算机科学 2025-05-29 Xiangyu Chen , Jing Liu , Ye Wang , Matthew Brand , Pu , Wang , Toshiaki Koike-Akino

Recent research on mobile robots has focused on increasing their adaptability to unpredictable and unstructured environments using soft materials and structures. However, the determination of key design parameters and control over these…

机器人学 · 计算机科学 2024-03-20 Keqi Zhu , Haotian Guo , Wei Yu , Hassen Nigatu , Tong Li , Huixu Dong

The purpose of this study was to develop a method for tissue elasticity imaging using tagged magnetic resonance imaging (MRI). First, we developed a cyclic pressure device that used air to remotely transmit the power to generate cyclic…

医学物理 · 物理学 2020-02-07 Tomoki Takeuchi , Ryosuke Nasada , Kenya Murase

Accurately modeling local surface properties of objects is crucial to many robotic applications, from grasping to material recognition. Surface properties like friction are however difficult to estimate, as visual observation of the object…

机器人学 · 计算机科学 2025-01-09 Tran Nguyen Le , Francesco Verdoja , Fares J. Abu-Dakka , Ville Kyrki

Perceptualizing tool interactions with deformable structures in surgical procedures remains challenging, as unimodal visualization techniques often fail to capture the complexity of these interactions due to constraints such as occlusion…

Characterizing the softness of deformable materials having partial elastic and partial viscous behaviour via soft lubrication experiments has emerged as a versatile and robust methodology in recent times. However, a straightforward…

软凝聚态物质 · 物理学 2021-07-22 Pratyaksh Karan , Jeevanjyoti Chakraborty , Suman Chakraborty

The elasticity of soft tissues has been widely considered as a characteristic property to differentiate between healthy and vicious tissues and, therefore, motivated several elasticity imaging modalities, such as Ultrasound Elastography,…

图像与视频处理 · 电气工程与系统科学 2022-05-30 Weiguo Cao , Marc J. Pomeroy , Zhengrong Liang , Yongfeng Gao , Yongyi Shi , Jiaxing Tan , Fangfang Han , Jing Wang , Jianhua Ma , Hongbin Lu , Almas F. Abbasi , Perry J. Pickhardt

Macroscopic friction coefficients observed in experiments are the result of various types of complex multiscale interactions between sliding surfaces. Therefore, there are several ways to modify them depending on the physical phenomena…

材料科学 · 物理学 2017-06-09 Gianluca Costagliola , Federico Bosia , Nicola M. Pugno

Stiff forces, which bind objects together or otherwise confine motion, are found widely in soft-matter systems - colloids with short range attractions, ligand-receptor contacts, particles in optical traps, fibres that resist stretching,…

软凝聚态物质 · 物理学 2026-01-15 Sophie Marbach , Adam Carter , Miranda Holmes-Cerfon

Purpose: From the myofibrils to the whole muscle scale, muscle micro-constituents exhibit passive and active mechanical properties, potentially coupled to electrical, chemical, and thermal properties. Experimental characterization of some…

医学物理 · 物理学 2024-06-25 Aude Loumeaud , Philippe Pouletaut , Sabine Bensamoun , Daniel George , Simon Chatelin