An AI Based Approach for Medicinal Plant Identification Using Deep CNN Based on Global Average Pooling

Developing an automated monitoring system for fast and accurate prediction of soil texture using an image-based deep learning network and machine vision system

(2022) Rahim Azadnia et al.   MEASUREMENT

Leaf species and disease classification using multiscale parallel deep CNN architecture

(2022) Newlin Shebiah Russel et al.   NEURAL COMPUTING & APPLICATIONS

Combined Channel Attention and Spatial Attention Module Network for Chinese Herbal Slices Automated Recognition

(2022) Jianqing Wang et al.   Frontiers in Neuroscience

The Classification of Medicinal Plant Leaves Based on Multispectral and Texture Feature Using Machine Learning Approach

(2021) Samreen Naeem et al.   Agronomy-Basel

Comparison of Different Image Processing Methods for Segregation of Peanut (Arachis hypogaea L.) Seeds Infected by Aflatoxin-Producing Fungi

(2021) Peyman Ziyaee et al.   Agronomy-Basel

A convolutional neural network-driven computer vision system toward identification of species and maturity stage of medicinal leaves: case studies with Neem, Tulsi and Kalmegh leaves

(2021) Gunjan Mukherjee et al.   SOFT COMPUTING

Automated Grapevine Cultivar Identification via Leaf Imaging and Deep Convolutional Neural Networks: A Proof-of-Concept Study Employing Primary Iranian Varieties

(2021) Amin Nasiri et al.   Plants-Basel

Recognition of leaves of different medicinal plant species using a robust image processing algorithm and artificial neural networks classifier

(2021) Rahim Azadnia et al.   Journal of Applied Research on Medicinal and Aromatic Plants

Ethnomedicinal, phytochemical and pharmacological updates on Peppermint ( Mentha × piperita L.)—A review

(2020) Ganesan Mahendran et al.   PHYTOTHERAPY RESEARCH

Classification of soil aggregates: A novel approach based on deep learning

(2020) Afshin Azizi et al.   SOIL & TILLAGE RESEARCH

Applications of hemp in textiles, paper industry, insulation and building materials, horticulture, animal nutrition, food and beverages, nutraceuticals, cosmetics and hygiene, medicine, agrochemistry, energy production and environment: a review

(2020) Grégorio Crini et al.   Environmental Chemistry Letters

Image Matching from Handcrafted to Deep Features: A Survey

(2020) Jiayi Ma et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Ethnobotanical study on medicinal plants used by Mulam people in Guangxi, China

(2020) Renchuan Hu et al.   Journal of Ethnobiology and Ethnomedicine

A Cloud-Based Environment for Generating Yield Estimation Maps From Apple Orchards Using UAV Imagery and a Deep Learning Technique

(2020) Orly Enrique Apolo-Apolo et al.   Frontiers in Plant Science

Deep convolutional neural network based plant species recognition through features of leaf

(2020) Dhananjay Bisen   MULTIMEDIA TOOLS AND APPLICATIONS

A study on plant recognition using conventional image processing and deep learning approaches

(2019) S. Anubha Pearline et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Plant disease identification from individual lesions and spots using deep learning

(2019) Jayme Garcia Arnal Barbedo   BIOSYSTEMS ENGINEERING

TA-CNN: Two-way attention models in deep convolutional neural network for plant recognition

(2019) Youxiang Zhu et al.   NEUROCOMPUTING

Image-based deep learning automated sorting of date fruit

(2019) Amin Nasiri et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

Solving Current Limitations of Deep Learning Based Approaches for Plant Disease Detection

(2019) Marko Arsenovic et al.   Symmetry-Basel

Classification of sour lemons based on apparent defects using stochastic pooling mechanism in deep convolutional neural networks

(2019) Ahmad Jahanbakhshi et al.   SCIENTIA HORTICULTURAE

Deep learning models for plant disease detection and diagnosis

(2018) Konstantinos P. Ferentinos   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A Multiscale Fusion Convolutional Neural Network for Plant Leaf Recognition

(2018) Jing Hu et al.   IEEE SIGNAL PROCESSING LETTERS

ACDIN: Bridging the gap between artificial and real bearing damages for bearing fault diagnosis

(2018) Yuanhang Chen et al.   NEUROCOMPUTING

Recent advances in convolutional neural networks

(2018) Jiuxiang Gu et al.   PATTERN RECOGNITION

Plant identification using deep neural networks via optimization of transfer learning parameters

(2017) Mostafa Mehdipour Ghazi et al.   NEUROCOMPUTING

How Deep Learning Extracts and Learns Leaf Features for Plant Classification

(2017) Sue Han Lee et al.   PATTERN RECOGNITION

Deep learning for plant identification using vein morphological patterns

(2016) Guillermo L. Grinblat et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Using Deep Learning for Image-Based Plant Disease Detection

(2016) Sharada P. Mohanty et al.   Frontiers in Plant Science

Deep Neural Networks Based Recognition of Plant Diseases by Leaf Image Classification

(2016) Srdjan Sladojevic et al.   Computational Intelligence and Neuroscience

Antibacterial Effects of Cinnamon: From Farm to Food, Cosmetic and Pharmaceutical Industries

(2015) Seyed Nabavi et al.   Nutrients

Ocimum sanctum Linn. (Tulsi)

(2013) Piyali Bhattacharyya et al.   ANTI-CANCER DRUGS

Intracerebral Hemorrhage: Clinical Overview and Pathophysiologic Concepts

(2012) Fred Rincon et al.   Translational Stroke Research

Phytochemistry and medicinal uses of the bael fruit (Aegle marmelos Correa): A concise review

(2011) Manjeshwar Shrinath Baliga et al.   FOOD RESEARCH INTERNATIONAL