Cargando…

Litter Detection with Deep Learning: A Comparative Study

Pollution in the form of litter in the natural environment is one of the great challenges of our times. Automated litter detection can help assess waste occurrences in the environment. Different machine learning solutions have been explored to develop litter detection tools, thereby supporting resea...

Descripción completa

Detalles Bibliográficos
Autores principales:	Córdova, Manuel, Pinto, Allan, Hellevik, Christina Carrozzo, Alaliyat, Saleh Abdel-Afou, Hameed, Ibrahim A., Pedrini, Helio, Torres, Ricardo da S.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8812282/ https://www.ncbi.nlm.nih.gov/pubmed/35062507 http://dx.doi.org/10.3390/s22020548

Ejemplares similares

Leveraging deep learning and big data to enhance computing curriculum for industry-relevant skills: A Norwegian case study
por: Hassan, Muhammad Umair, et al.
Publicado: (2023)

A Deep Learning Model for Detecting Cage-Free Hens on the Litter Floor
por: Yang, Xiao, et al.
Publicado: (2022)

Autonomous detection and sorting of litter using deep learning and soft robotic grippers
por: Almanzor, Elijah, et al.
Publicado: (2022)

Differential Effects of Litter Size and Within-Litter Birthweight on Postnatal Traits of Fatty Pigs
por: Vázquez-Gómez, Marta, et al.
Publicado: (2020)

The BeachLitter dataset for image segmentation of beach litter
por: Sugiyama, Daisuke, et al.
Publicado: (2022)

Committee on Litter
Publicado: (1895)

Comparing biotic drivers of litter breakdown across stream compartments
por: Peralta‐Maraver, Ignacio, et al.
Publicado: (2019)

Mowing Facilitated Shoot and Root Litter Decomposition Compared with Grazing
por: Zhang, Shuzhen, et al.
Publicado: (2022)

Marine Litter Distribution and Density in European Seas, from the Shelves to Deep Basins
por: Pham, Christopher K., et al.
Publicado: (2014)

Climate and litter traits affect the response of litter decomposition to soil fauna
por: Wang, Dangjun, et al.
Publicado: (2023)

Hand-Litters for the Army
Publicado: (1862)

Effect of longterm selection for number of mice in the first litter on size of subsequent litters
por: Wallinga, JH, et al.
Publicado: (1977)

Interacting Microbe and Litter Quality Controls on Litter Decomposition: A Modeling Analysis
por: Moorhead, Daryl, et al.
Publicado: (2014)

Improving basic and translational science by accounting for litter-to-litter variation in animal models
por: Lazic, Stanley E, et al.
Publicado: (2013)

Determinism of nonadditive litter mixture effect on decomposition: Role of the moisture content of litters
por: Gogo, Sébastien, et al.
Publicado: (2021)

Review of litter turning during a grow-out as a litter management practice to achieve dry and friable litter in poultry production
por: Pepper, Claire-Marie, et al.
Publicado: (2021)

Riparian plant litter quality increases with latitude
por: Boyero, Luz, et al.
Publicado: (2017)

Massive benthic litter funnelled to deep sea by flash-flood generated hyperpycnal flows
por: Pierdomenico, Martina, et al.
Publicado: (2019)

Genetic parameters for canalisation analysis of litter size and litter weight traits at birth in mice
por: Gutiérrez, Juan Pablo, et al.
Publicado: (2006)

Impact of litter quantity on the soil bacteria community during the decomposition of Quercus wutaishanica litter
por: Zeng, Quanchao, et al.
Publicado: (2017)

Litter Mixing Alters Microbial Decomposer Community to Accelerate Tomato Root Litter Decomposition
por: Jin, Xue, et al.
Publicado: (2022)

Litter mixing promoted decomposition and altered microbial community in common bean root litter
por: Zhang, Linlin, et al.
Publicado: (2023)

Evaluation of gaseous concentrations, bacterial diversity and microbial quantity in different layers of deep litter system
por: Li, Jing, et al.
Publicado: (2017)

Watching eyes on potential litter can reduce littering: evidence from two field experiments
por: Bateson, Melissa, et al.
Publicado: (2015)

Effects of Nitrogen Addition on Litter Decomposition and CO(2) Release: Considering Changes in Litter Quantity
por: Li, Hui-Chao, et al.
Publicado: (2015)

Effects of Litter Manipulation on Litter Decomposition in a Successional Gradients of Tropical Forests in Southern China
por: Chen, Hao, et al.
Publicado: (2014)

Effects of fire frequency on litter decomposition as mediated by changes to litter chemistry and soil environmental conditions
por: Ficken, Cari D., et al.
Publicado: (2017)

Drought conditions alter litter decomposition and nutrient release of litter types in an agroforestry system of China
por: Xie, Tingting, et al.
Publicado: (2020)

Warming and leaf litter functional diversity, not litter quality, drive decomposition in a freshwater ecosystem
por: Migliorini, Gustavo H., et al.
Publicado: (2020)

Phosphorus dynamics in litter–soil systems during litter decomposition in larch plantations across the chronosequence
por: Chi, Guangyu, et al.
Publicado: (2022)

Temperature Sensitivity of Microbial Litter Decomposition in Freshwaters: Role of Leaf Litter Quality and Environmental Characteristics
por: Monroy, Silvia, et al.
Publicado: (2022)

ARISTOLOCHIA BRACTEOLATE RETZ. ATTENUATES HYPERURICEMIA IN A METABOLIC ARTHRITIS RAT MODEL
por: Li, Yun-peng, et al.
Publicado: (2017)

Heritability of litter size, phenotypic and genetic correlations between the four first litters of Large White sows
por: Bolet, G, et al.
Publicado: (1982)

Influence of litter chemistry and stoichiometry on glucan depolymerization during decomposition of beech (Fagus sylvatica L.) litter
por: Leitner, Sonja, et al.
Publicado: (2012)

Heritability of litter size, phenotypic and genetic correlations between the four first litters of Large White sows
por: Bolet, G, et al.
Publicado: (1982)

Leaf Litter Mixtures Alter Microbial Community Development: Mechanisms for Non-Additive Effects in Litter Decomposition
por: Chapman, Samantha K., et al.
Publicado: (2013)

Macroinvertebrate identity mediates the effects of litter quality and microbial conditioning on leaf litter recycling in temperate streams
por: Santonja, Mathieu, et al.
Publicado: (2018)

Tree litter functional diversity and nitrogen concentration enhance litter decomposition via changes in earthworm communities
por: Patoine, Guillaume, et al.
Publicado: (2020)

An assessment of the impacts of litter treatments on the litter quality and broiler performance: A systematic review and meta-analysis
por: de Toledo, Taiani dos Santos, et al.
Publicado: (2020)

Microbial community composition controls carbon flux across litter types in early phase of litter decomposition
por: Kroeger, Marie E., et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_s6qog0chjp2fu5dq8ln8elosq4