“Don’t get too married to your reference photo. There’s a point where you have to infuse that last little bit of motion back into the drawing. Act out the pose yourself as best you can and don’t be afraid to look a little mad.” ...
The high-resolution pose estimation used in this study enabled us to estimate the times when the rat’s forelimbs first touched the track on each cycle (plant times; see Methods). To measure the relationship with ongoing steps, we used these plant times because these are distinct and ...
For the latter we pose α1∈[2,4], so that α varies in the same range. Regarding the biometric parameters, we assume three possible deterministic outcomes: (a) the central scenario, (b) the mortality-increasing scenario, and (c) the mortality-decreasing scenario. The central scenario ...
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A configuration \({\bf{q}}\in {\mathscr{Q}}\) of the body is defined by k + 6 parameters, where the first 6 variables describe the pose (position and orientation) of a reference frame (usually called root frame) with respect to the world frame and the k–remaining variables ...
Markerless pose estimation was performed with the DeepLabCut toolbox (v.2.2.0.2)22. First, k-means clustering and manual selection were performed to select frames from each video across behaviors. Six key points (snout, left ear, right ear, left side (middle-left part of body), right side...
It is likely that these species are common in the environmental exposome but only pose threats to immunocompromised individuals. On rare occasions, we detected a few putative pathogenic strains, although no clinical diseases were reported after such exposures (Figure S4C, red boxes). For viruses, ...
Yolo-pose Walking posture recognition Real-time gait recognition Dynamic threshold detection Abnormal lower limb posture recognition 1. Introduction As people age, the incidence of walking disorders increases, with statistics indicating that over 80 % of individuals aged 60 and above experience walking di...
The model was iteratively trained and refined until pose estimation was consistent throughout all significant upper-limb movements in the prey capture workspace. Anipose was used to apply the DLC network to videos and to perform subsequent 2D filtering and 3D calibration and triangulation, as ...
We then asked whether the decode-to-animal distance was related to the stepping cycle. The high-resolution pose estimation used in this study enabled us to estimate the times when the rat’s forelimbs first touched the track on each cycle (plant times; seeMethods). To measure the relationshi...