[PDF][PDF] Lettuce life stage classification from texture attributes using machine learning estimators and feature selection processes

SC Lauguico, RIIS Concepcion… - International Journal of …, 2020 - academia.edu
Smart aquaponics management is significant in providing efficient resource consumption.
For this to realize, cultivars' evaluation is a necessary step to identify the system's …

[HTML][HTML] The Peruvian Amazon forestry dataset: A leaf image classification corpus

G Vizcarra, D Bermejo, A Mauricio, RZ Gomez… - Ecological …, 2021 - Elsevier
Forest census allows getting precise data for logging planning and elaboration of the forest
management plan. Species identification blunders carry inadequate forest management …

A novel edge detection method for medicinal plant's leaf features extraction

JG Thanikkal, AK Dubey, MT Thomas - International Journal of System …, 2023 - Springer
Morphological features-based leaf identification algorithms provide highly accurate results.
But it is required a single-lined edge extraction algorithm for morphological feature …

Unique shape descriptor algorithm for medicinal plant identification (SDAMPI) with abridged image database

JG Thanikkal, AK Dubey, MT Thomas - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
In image processing, leaf shape recognition requires a huge database of similar images.
Normal leaf image database construction requires more time and space. On the other hand …

Advanced plant leaf classification through image enhancement and canny edge detection

JG Thanikkal, AK Dubey… - 2018 7th International …, 2018 - ieeexplore.ieee.org
Accuracy in identification of any plant is achieved by understanding and extracting the plant
features. Image processing techniques has gained interest in identifying the plants in realist …

A deep-feature based estimation algorithm (DFEA) for catastrophic forgetting

JG Thanikkal, AK Dubey, MT Thomas - Journal of Ambient Intelligence …, 2023 - Springer
A deep learning network is super-efficient for image processing. The artificial brain of the
deep learning system is highly capable of solving the categorization of problems. However …

Deep-Morpho Algorithm (DMA) for medicinal leaves features extraction

JG Thanikkal, AK Dubey, MT Thomas - Multimedia Tools and Applications, 2023 - Springer
Presently, for the identification and classification of images, various deep learning
techniques are being used. In these techniques, the whole image is considered to produce …

Diversity bears fruit: Evaluating the economic potential of undervalued fruits for an agroecological restoration approach in the Peruvian Amazon

E Lagneaux, M Jansen, J Quaedvlieg, PA Zuidema… - Sustainability, 2021 - mdpi.com
Agroforestry systems with a range of native and often neglected and underutilized tree
species (NUS) are increasingly recognized for their potential role in restoration …

Importance of image morphological features in continues learning

JG Thanikkal, AK Dubey… - 2022 International Mobile …, 2022 - ieeexplore.ieee.org
A deep neural network is a fantastic and effective method for image processing. However,
the pixel values are based on continuous learning leading to forgetting the previous …

Real-time leaf recognition method based on image segmentation and feature extraction

X Cai, Y Huo, Y Chen, M Xi, Y Tu, C Sun… - International journal of …, 2022 - World Scientific
Leaf recognition has been an important research field of image recognition in the recent
past. However, traditional leaf recognition methods can be easily affected by environments …