A systematic review of the techniques for automatic segmentation of the human upper airway using volumetric images

P Maken, A Gupta, MK Gupta - Medical & Biological Engineering & …, 2023 - Springer
The human upper airway is comprised of many anatomical volumes. The obstructions in the
upper airway volumes are needed to be diagnosed which requires volumetric segmentation …

ESDNN: A novel ensembled stack deep neural network for mango leaf disease classification and detection

V Gautam, RK Ranjan, P Dahiya, A Kumar - Multimedia Tools and …, 2024 - Springer
The mango crop production and quality are affected by several factors. Plant disease is one
of the prime factors that impact crop yield. The disease impacts all parts of plants such as …

Efficient feature selection using BoWs and SURF method for leaf disease identification

M Bhagat, D Kumar - Multimedia Tools and Applications, 2023 - Springer
When plant diseases appear, they have an adverse effect on agricultural output. Food
insecurity would worsen if plant diseases were not identified accurately in time. Without early …

A lightweight deep learning architecture for the automatic detection of pneumonia using chest X-ray images

M Trivedi, A Gupta - Multimedia Tools and Applications, 2022 - Springer
Pneumonia is a life-threatening respiratory lung disease. Children are more prone to be
affected by the disease and accurate manual detection is not easy. Generally, chest …

[Retracted] Deep Learning‐Based Leaf Region Segmentation Using High‐Resolution Super HAD CCD and ISOCELL GW1 Sensors

S Talasila, K Rawal, G Sethi - Journal of Sensors, 2023 - Wiley Online Library
Super HAD CCD and ISOCELL GW1 imaging sensors are used for capturing images in high‐
resolution cameras nowadays. These high‐resolution camera sensors were used in this …

Deep Learning Techniques in Leaf Image Segmentation and Leaf Species Classification: A Survey

A Kumar, S Sachar - Wireless Personal Communications, 2023 - Springer
Plants have elemental importance for all life forms. The research areas in the field of plant
sciences for botanists and agriculturists include the identification of plant species …

[HTML][HTML] Crop growth monitoring system in vertical farms based on region-of-interest prediction

Y Hwang, S Lee, T Kim, K Baik, Y Choi - Agriculture, 2022 - mdpi.com
Vertical farms are to be considered the future of agriculture given that they not only use
space and resources efficiently but can also consistently produce large yields. Recently …

[HTML][HTML] Automatic leaf segmentation and overlapping leaf separation using stereo vision

ZM Amean, T Low, N Hancock - Array, 2021 - Elsevier
Farm management and crop quality assessment is becoming increasingly automated to
keep up with demand. The physical examination of the plant leaves, stems and fruit can …

Kernel pooling feature representation of pre-trained convolutional neural networks for leaf recognition

S Feng - Multimedia Tools and Applications, 2022 - Springer
Due to the presence of various types of factors, such as illumination, viewpoint, intra-class
complexity, and inter-class similarity, which make plant leaf recognition still a challenging …

A lightweight deep neural network implemented on MATLAB without using GPU for the automatic monitoring of the plants

A Gupta - Multimedia Tools and Applications, 2023 - Springer
Plants and trees are essential for the human kind which must be preserved and well taken
care for the growth of any country. Plants require intensive care which involves monitoring of …