Search Results for author:
Found 7 papers, 4 papers with code
Statistics of C. elegans turning behavior reveals optimality under biasing constraints
Animal locomotion is often subject to constraints arising from anatomical/physiological asymmetries.
WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans
An important model system for understanding genes, neurons and behavior, the nematode worm C. elegans naturally moves through a variety of complex postures, for which estimation from video data is challenging.
Functional modules from variable genes: Leveraging percolation to analyze noisy, high-dimensional data
While measurement advances now allow extensive surveys of gene activity (large numbers of genes across many samples), interpretation of these data is often confounded by noise -- expression counts can differ strongly across samples due to variation of both biological and experimental origin.
Markerless tracking of an entire insect colony
We present a comprehensive, computational method for tracking an entire colony of the honey bee Apis mellifera using high-resolution video on a natural honeycomb background.
Pixel personality for dense object tracking in a 2D honeybee hive
We provide validated trajectories spanning 3000 video frames of 876 unmarked moving bees in two distinct colonies in different locations and filmed with different pixel resolutions, which we expect to be useful in the further development of general-purpose tracking solutions.
Energy consumption and cooperation for optimal sensing
The reliable detection of environmental molecules in the presence of noise is an important cellular function, yet the underlying computational mechanisms are not well understood.
Biological Physics
Towards dense object tracking in a 2D honeybee hive
Our results provide an important step towards efficient image-based dense object tracking by allowing for the accurate determination of object location and orientation across time-series image data efficiently within one network architecture.
