Integrating AI models into ecological research workflows: The case of terrestrial bioacoustics
Abstract Data collected by autonomous sensors, including camera traps and acoustic recorders, have enormous potential to generate new scientific insights in ecology and related fields. Modern machine learning and AI classification methods are critical to analysing these often immense data streams.
Justin Kitzes +12 more
wiley +1 more source
A Comprehensive Review on Hyperspectral Image Lossless Compression Algorithms
The rapid advancement of imaging sensors and optical filters has significantly increased the number of spectral bands captured in hyperspectral images, leading to a substantial rise in data volume.
Shumin Liu +3 more
doaj +1 more source
Near-lossless Compression of Tc-99 m DMSA Scan Images Using Discrete Cosine Transformation. [PDF]
Yadav P +7 more
europepmc +1 more source
HYBRID COMPRESSION OF CERVICAL IMAGES BY SEGMENTING NUCLEI-CYTOPLASM [PDF]
A hybrid image compression method is proposed by which the Nuclei-Cytoplasm of the image is completely restorable and the background part of the image is restorable with insignificant loss.
Y. Jacob Vetha Raj +2 more
doaj
Performance Evaluation of Data Compression Systems Applied to Satellite Imagery
Onboard image compression systems reduce the data storage and downlink bandwidth requirements in space missions. This paper presents an overview and evaluation of some compression algorithms suitable for remote sensing applications.
Lilian N. Faria +2 more
doaj +1 more source
Reference-free lossless compression of nanopore sequencing reads using an approximate assembly approach. [PDF]
Meng Q, Chandak S, Zhu Y, Weissman T.
europepmc +1 more source
Deep Lossless Compression Algorithm Based on Arithmetic Coding for Power Data. [PDF]
Ma Z, Zhu H, He Z, Lu Y, Song F.
europepmc +1 more source
On a hybrid lossless compression technique for three-dimensional medical images. [PDF]
Subramanian B +2 more
europepmc +1 more source
A Low-Cost Hardware Accelerator for CCSDS 123 Lossless Hyperspectral Image Compression
Wesley Grignani +4 more
openalex +2 more sources
Sample-Based Gradient Edge and Angular Prediction for VVC Lossless Intra-Coding
Lossless coding is a compression method in the Versatile Video Coding (VVC) standard, which can compress video without distortion. Lossless coding has great application prospects in fields with high requirements for video quality.
Guojie Chen, Min Lin
doaj +1 more source

