Review on methods used for wildlife species and individual identification
This work presented a literature review on animal species and individual identification tools, as well as animal monitoring capabilities. We gathered the literature to cover different aspects of technologies that are widely in use for animal identification, from the traditional up to the latest methods. This study includes species and individual animal identification attributes namely body ...
Plant Species Identification Using Computer Vision Techniques: A
This paper is the first systematic literature review with the aim of a thorough analysis and comparison of primary studies on computer vision approaches for plant species identification. We identified 120 peer-reviewed studies, selected through a multi-stage process, published in the last 10 years (2005-2015).
DNA barcoding, an effective tool for species identification: a review
DNA barcoding is a powerful taxonomic tool to identify and discover species. DNA barcoding utilizes one or more standardized short DNA regions for taxon identification. With the emergence of new sequencing techniques, such as Next-generation sequencing (NGS), ONT MinION nanopore sequencing, and Pac Bio sequencing, DNA barcoding has become more accurate, fast, and reliable. Rapid species ...
Methods of insect image capture and classification: A Systematic
However, insect species identification is challenging and labour-intensive. This has prompted increasing interest in image-based systems for rapid, reliable identification supported by advances in deep learning, computer vision, and sensing technologies. ... As defined by [34], [36], a systematic literature review (SLR) is a "means of ...
Automated plant species identification—Trends and future ...
We review the technical status quo on computer vision approaches for plant species identification, highlight the main research challenges to overcome in providing applicable tools, and conclude with a discussion of open and future research thrusts. ... A Systematic Literature Review. Archives of Computational Methods in Engineering. 2017; 1 ...
Plant Species Identification Using Computer Vision Techniques: A
This paper is the first systematic literature review with the aim of a thorough analysis and comparison of primary studies on computer vision approaches for plant species identification. We ...
Plant species identification using digital morphometrics: A review
A robust automated species identification system would allow people with only limited botanical training and expertise to carry out valuable field work. We review the main computational, morphometric and image processing methods that have been used in recent years to analyze images of plants, introducing readers to relevant botanical concepts ...
A Review of Plant Species Identification Techniques
2) Most plant identification approaches focus on leaves. 3) Shape is the preeminent feature for plant identification, most studies based on leaf shape analysis. 4) Region-based description is less ...
Acoustic fish species identification using deep learning and machine
This paper is based on a systematic literature review (SLR) methodology, aiming to identify all available studies related to acoustic fish species identification using deep learning or machine learning approaches. We started by defining related key words, electronic databases, search strategies, and paper inclusion/exclusion criteria.
Plant Species Identification Using Computer Vision Techniques: A
This paper is the first systematic literature review with the aim of a thorough analysis and comparison of primary studies on computer vision approaches for plant species identification and describes the applied methods categorized according to the studied plant organ, and the studied features. Species knowledge is essential for protecting biodiversity. The identification of plants by ...
PDF Artificial Intelligence for Automated Plant Species Identification: A
a review of automated plant identification over all significant available studies in literature. The main result of this synthesis is that the performance of advanced deep learning models, despite the presence of several challenges, is becoming close to the most advanced human expertise. Keywords—Plants identification; species; artificial ...
PDF Review on methods used for wildlife species and individual identification
This work presented a literature review on animal species and individual identication tools, as well as animal monitoring ... The ability to identify species based on their tracks, is usually an integral part of hunting (Hewes 1994; Stander et al. 1997). It had been used by the hunter-gatherers for over a hundred thousand years (Liebenberg
An Efficient Model for a Vast Number of Bird Species Identification
Birds have been widely considered crucial indicators of biodiversity. It is essential to identify bird species precisely for biodiversity surveys. With the rapid development of artificial intelligence, bird species identification has been facilitated by deep learning using audio samples. Prior studies mainly focused on identifying several bird species using deep learning or machine learning ...
PDF Plant Species Identification Using Computer Vision Techniques: A
This paper is the first systematic literature review with the aim of a thorough analysis and comparison of primary studies on computer vision approaches for plant species identification. We ...
Mapping Tree Species Using Advanced Remote Sensing Technologies: A
A review of tree species classification based on airborne LiDAR data and applied classifiers: Provide a review of the TS classification literature, data collected by LiDAR; evaluate the most efficient group of LiDAR-derived features in TS classification; identify the most useful classification algorithm to improve TS species discrimination
Butterfly detection and classification techniques: A review
The common workflow of butterfly species classification using ELM. Kaya et al. (2013) developed a technique based on computer vision to recognize and identify butterfly species automatically using Gabor filters (GF) to extract texture features from the butterfly images and classify using Extreme Learning Machine (ELM).
PDF A Comprehensive Survey on Bird Species Identification Models
A literature review on the bird species identification system using their image or call has been discussed in detail in this ... A Comprehensive Survey on Bird Species Identification Models 321 research work [28], wild bird calls were recorded, pre-processed, segmented, and feature extracted, then these ...
10000 PDFs
Explore the latest full-text research PDFs, articles, conference papers, preprints and more on SPECIES IDENTIFICATION. Find methods information, sources, references or conduct a literature review ...
(PDF) Plant Species Identification based on Plant Leaf Using Computer
Plant Species Identification based on Plant Leaf Using Computer Vision and Machine Learning Techniques ... Section 2 gives a detailed literature review of the st ... of techniques used in existing ...
PDF Bird Species Image Identification using Deep Learning
II. LITERATURE SURVEY The literature survey section will provide an overview of the existing research on Bird Species Image Identification. We will examine numerous studies that used rating and review systems to identify different bird species using images, and we will examine the various approaches and techniques used. In [1], the use is ...
The genus Polygonum: An updated comprehensive review of its ...
Polygonum is a plant genus that includes annual and perennial species and is found at various temperatures, from northern temperate regions to tropical and subtropical areas. The genus Polygonum has been used for centuries for various disorders, including hypertension, intestinal and stomach pain, dysuria, jaundice, toothaches, skin allergies, hemorrhoids, cardiac disorders, kidney stones ...
Bird Species Identification and Classification Based on Feature
The rest of the chapter is organized as follows. In Sect. 2, the literature review related to this context is given. Section 3 elaborates the detailed design and methodology of this proposed model. Section 4 is for the result analysis of this system. Finally, the conclusion is in Sect. 5.
A Systematic Literature Review of Predictors of Erythropoiesis ...
Erythropoiesis-stimulating agents (ESAs) are the first-line treatment option for anemia in patients with lower-risk myelodysplastic syndromes (LR-MDS). A systematic literature review was conducted to identify evidence of the association between prognostic factors and ESA response/failure in LR-MDS. MEDLINE, Embase, and relevant conferences were searched systematically for studies assessing the ...
462 PDFs
Explore the latest full-text research PDFs, articles, conference papers, preprints and more on BIRD IDENTIFICATION. Find methods information, sources, references or conduct a literature review on ...
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This work presented a literature review on animal species and individual identification tools, as well as animal monitoring capabilities. We gathered the literature to cover different aspects of technologies that are widely in use for animal identification, from the traditional up to the latest methods. This study includes species and individual animal identification attributes namely body ...
This paper is the first systematic literature review with the aim of a thorough analysis and comparison of primary studies on computer vision approaches for plant species identification. We identified 120 peer-reviewed studies, selected through a multi-stage process, published in the last 10 years (2005-2015).
DNA barcoding is a powerful taxonomic tool to identify and discover species. DNA barcoding utilizes one or more standardized short DNA regions for taxon identification. With the emergence of new sequencing techniques, such as Next-generation sequencing (NGS), ONT MinION nanopore sequencing, and Pac Bio sequencing, DNA barcoding has become more accurate, fast, and reliable. Rapid species ...
However, insect species identification is challenging and labour-intensive. This has prompted increasing interest in image-based systems for rapid, reliable identification supported by advances in deep learning, computer vision, and sensing technologies. ... As defined by [34], [36], a systematic literature review (SLR) is a "means of ...
We review the technical status quo on computer vision approaches for plant species identification, highlight the main research challenges to overcome in providing applicable tools, and conclude with a discussion of open and future research thrusts. ... A Systematic Literature Review. Archives of Computational Methods in Engineering. 2017; 1 ...
This paper is the first systematic literature review with the aim of a thorough analysis and comparison of primary studies on computer vision approaches for plant species identification. We ...
A robust automated species identification system would allow people with only limited botanical training and expertise to carry out valuable field work. We review the main computational, morphometric and image processing methods that have been used in recent years to analyze images of plants, introducing readers to relevant botanical concepts ...
2) Most plant identification approaches focus on leaves. 3) Shape is the preeminent feature for plant identification, most studies based on leaf shape analysis. 4) Region-based description is less ...
This paper is based on a systematic literature review (SLR) methodology, aiming to identify all available studies related to acoustic fish species identification using deep learning or machine learning approaches. We started by defining related key words, electronic databases, search strategies, and paper inclusion/exclusion criteria.
This paper is the first systematic literature review with the aim of a thorough analysis and comparison of primary studies on computer vision approaches for plant species identification and describes the applied methods categorized according to the studied plant organ, and the studied features. Species knowledge is essential for protecting biodiversity. The identification of plants by ...
a review of automated plant identification over all significant available studies in literature. The main result of this synthesis is that the performance of advanced deep learning models, despite the presence of several challenges, is becoming close to the most advanced human expertise. Keywords—Plants identification; species; artificial ...
This work presented a literature review on animal species and individual identication tools, as well as animal monitoring ... The ability to identify species based on their tracks, is usually an integral part of hunting (Hewes 1994; Stander et al. 1997). It had been used by the hunter-gatherers for over a hundred thousand years (Liebenberg
Birds have been widely considered crucial indicators of biodiversity. It is essential to identify bird species precisely for biodiversity surveys. With the rapid development of artificial intelligence, bird species identification has been facilitated by deep learning using audio samples. Prior studies mainly focused on identifying several bird species using deep learning or machine learning ...
This paper is the first systematic literature review with the aim of a thorough analysis and comparison of primary studies on computer vision approaches for plant species identification. We ...
A review of tree species classification based on airborne LiDAR data and applied classifiers: Provide a review of the TS classification literature, data collected by LiDAR; evaluate the most efficient group of LiDAR-derived features in TS classification; identify the most useful classification algorithm to improve TS species discrimination
The common workflow of butterfly species classification using ELM. Kaya et al. (2013) developed a technique based on computer vision to recognize and identify butterfly species automatically using Gabor filters (GF) to extract texture features from the butterfly images and classify using Extreme Learning Machine (ELM).
A literature review on the bird species identification system using their image or call has been discussed in detail in this ... A Comprehensive Survey on Bird Species Identification Models 321 research work [28], wild bird calls were recorded, pre-processed, segmented, and feature extracted, then these ...
Explore the latest full-text research PDFs, articles, conference papers, preprints and more on SPECIES IDENTIFICATION. Find methods information, sources, references or conduct a literature review ...
Plant Species Identification based on Plant Leaf Using Computer Vision and Machine Learning Techniques ... Section 2 gives a detailed literature review of the st ... of techniques used in existing ...
II. LITERATURE SURVEY The literature survey section will provide an overview of the existing research on Bird Species Image Identification. We will examine numerous studies that used rating and review systems to identify different bird species using images, and we will examine the various approaches and techniques used. In [1], the use is ...
Polygonum is a plant genus that includes annual and perennial species and is found at various temperatures, from northern temperate regions to tropical and subtropical areas. The genus Polygonum has been used for centuries for various disorders, including hypertension, intestinal and stomach pain, dysuria, jaundice, toothaches, skin allergies, hemorrhoids, cardiac disorders, kidney stones ...
The rest of the chapter is organized as follows. In Sect. 2, the literature review related to this context is given. Section 3 elaborates the detailed design and methodology of this proposed model. Section 4 is for the result analysis of this system. Finally, the conclusion is in Sect. 5.
Erythropoiesis-stimulating agents (ESAs) are the first-line treatment option for anemia in patients with lower-risk myelodysplastic syndromes (LR-MDS). A systematic literature review was conducted to identify evidence of the association between prognostic factors and ESA response/failure in LR-MDS. MEDLINE, Embase, and relevant conferences were searched systematically for studies assessing the ...
Explore the latest full-text research PDFs, articles, conference papers, preprints and more on BIRD IDENTIFICATION. Find methods information, sources, references or conduct a literature review on ...