5 papers
Exploring Clustering Capability of Inpainting Model Embeddings for Pattern-based Individual Identification
Jens van Bijsterveld, Daniele Avitabile, Fons J. Verbeek +1
In this paper, we explore deep learning techniques for individual identification of animals based on their skin patterns. Individual identification is crucial in biodiversity monit…
Colour Extraction Pipeline for Odonates using Computer Vision
Megan Mirnalini Sundaram Rajaraman, Fons J. Verbeek, Vincent J. Kalkman +1
The correlation between insect morphological traits and climate has been documented in physiological studies, but such studies remain limited by the time-consuming nature of the da…
Connecting Meteorite Spectra to Lunar Surface Composition Using Hyperspectral Imaging and Machine Learning
Fatemeh Fazel Hesar, Mojtaba Raouf, Amirmohammad Chegeni +5
We present an innovative, cost-effective framework integrating laboratory Hyperspectral Imaging (HSI) of the Bechar010 Lunar meteorite with ground-based lunar HSI and supervised Ma…
Analysis of 3D Urticaceae Pollen Classification Using Deep Learning Models
Tijs Konijn, Imaan Bijl, Lu Cao +1
Due to the climate change, hay fever becomes a pressing healthcare problem with an increasing number of affected population, prolonged period of affect and severer symptoms. A prec…
Visualizing, Analyzing and Constructing L-System from Arborized 3D Model Using a Web Application
Nick van Nielen, Fons Verbeek, Lu Cao
In biology, arborized structures are well represented and typically complex for visualization and analysis. In order to have a profound understanding of the topology of arborized 3…