Towards high-throughput 3D insect capture for species discovery and diagnostics

09/07/2017
by   Chuong Nguyen, et al.
0

Digitisation of natural history collections not only preserves precious information about biological diversity, it also enables us to share, analyse, annotate and compare specimens to gain new insights. High-resolution, full-colour 3D capture of biological specimens yields color and geometry information complementary to other techniques (e.g., 2D capture, electron scanning and micro computed tomography). However 3D colour capture of small specimens is slow for reasons including specimen handling, the narrow depth of field of high magnification optics, and the large number of images required to resolve complex shapes of specimens. In this paper, we outline techniques to accelerate 3D image capture, including using a desktop robotic arm to automate the insect handling process; using a calibrated pan-tilt rig to avoid attaching calibration targets to specimens; using light field cameras to capture images at an extended depth of field in one shot; and using 3D Web and mixed reality tools to facilitate the annotation, distribution and visualisation of 3D digital models.

READ FULL TEXT
research
11/15/2016

Hybrid Light Field Imaging for Improved Spatial Resolution and Depth Range

Light field imaging involves capturing both angular and spatial distribu...
research
09/07/2017

Capturing natural-colour 3D models of insects for species discovery

Collections of biological specimens are fundamental to scientific unders...
research
04/06/2018

EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth from Light Field Images

Light field cameras capture both the spatial and the angular properties ...
research
12/24/2018

Perceptually-based single-image depth super-resolution

RGBD images, combining high-resolution color and lower-resolution depth ...
research
12/24/2018

Perceptual deep depth super-resolution

RGBD images, combining high-resolution color and lower-resolution depth ...
research
02/12/2020

Analysis Of Multi Field Of View Cnn And Attention Cnn On H E Stained Whole-slide Images On Hepatocellular Carcinoma

Hepatocellular carcinoma (HCC) is a leading cause of cancer-related deat...

Please sign up or login with your details

Forgot password? Click here to reset