A Novel Dual-Network Approach for Real-Time Liveweight Estimation in Precision Livestock Management. [PDF]
Adv Sci (Weinh)A novel dual‐network framework is proposed for real‐time, non‐contact liveweight estimation of pigs. By extracting contour information instead of segmented images, the method achieves high accuracy (R2 = 0.993) and an exceptional speed of 1131.6 FPS. This approach enhances automation in livestock farming, providing a scalable and efficient solution for
Dong X +6 more
europepmc +2 more sources
Genetically Engineered Brain Organoids Recapitulate Spatial and Developmental States of Glioblastoma Progression. [PDF]
Adv Sci (Weinh)This study develops engineered glioblastoma organoids to investigate the role of specific mutations in tumor progression. The analytic framework spans single‐cell analysis, spatial transcriptomics, single‐cell trajectory analysis, orthotopic implantation, clinically oriented imaging, and histopathological analysis.
Ishahak M +10 more
europepmc +2 more sources
Simple, compact and robust approximate string dictionary [PDF]
, 2014 This paper is concerned with practical implementations of approximate string dictionaries that allow edit errors. In this problem, we have as input a dictionary $D$ of $d$ strings of total length $n$ over an alphabet of size $\sigma$.
Belazzougui, Djamal, Chegrane, Ibrahim
core +1 more source
Performance analysis of a hardware accelerator of dependence management for taskbased dataflow programming models [PDF]
, 2016 Along with the popularity of multicore and manycore, task-based dataflow programming models obtain great attention for being able to extract high parallelism from applications without exposing the complexity to programmers.
Ayguadé Parra, Eduard +5 more
core +1 more source
DiBELLA: Distributed long read to long read alignment [PDF]
, 2019 We present a parallel algorithm and scalable implementation for genome analysis, specifically the problem of finding overlaps and alignments for data from "third generation" long read sequencers [29]. While long sequences of DNA offer enormous advantages
Buluç, A +4 more
core +2 more sources
Twofold Video Hashing with Automatic Synchronization
, 2014 Video hashing finds a wide array of applications in content authentication, robust retrieval and anti-piracy search. While much of the existing research has focused on extracting robust and secure content descriptors, a significant open challenge still ...
Li, Mu, Monga, Vishal
core +1 more source
Scalable and Sustainable Deep Learning via Randomized Hashing
, 2016 Current deep learning architectures are growing larger in order to learn from complex datasets. These architectures require giant matrix multiplication operations to train millions of parameters.
Chen Wenlin +8 more
core +1 more source
Compact Environment-Invariant Codes for Robust Visual Place Recognition
, 2017 Robust visual place recognition (VPR) requires scene representations that are invariant to various environmental challenges such as seasonal changes and variations due to ambient lighting conditions during day and night.
Jain, Unnat +2 more
core +1 more source
GPERF : a perfect hash function generator [PDF]
, 1992 gperf is a widely available perfect hash function generator written in C++. It automates a common system software operation: keyword recognition. gperf translates an n element user-specified keyword list keyfile into source code containing a k element ...
Schmidt, Douglas C., Suda, Tatsuya
core
Improved Approximate String Matching and Regular Expression Matching on Ziv-Lempel Compressed Texts
, 2007 We study the approximate string matching and regular expression matching problem for the case when the text to be searched is compressed with the Ziv-Lempel adaptive dictionary compression schemes.
A. Amir +15 more
core +4 more sources