Multi-spectral RGB-NIR image classification using double-channel CNN

J Jiang, F Liu, Y Xu, H Huang - IEEE Access, 2019 - ieeexplore.ieee.org
As 4-sensor line scan camera technology has matured, red (R), green (G), blue (B), and
near-infrared (RGB-NIR) datasets have begun to appear in large numbers. The RGB-NIR …

Early pathogen prediction in crops using nano biosensors and neural network-based feature extraction and classification

MKI Rahmani, HMA Ghanimi, SF Jilani, M Aslam… - Big Data Research, 2023 - Elsevier
The most prevalent microbe-caused issues that reduce agricultural output globally are viral
and bacterial infections. It is currently quite challenging to identify pathogens due to the …

Bangla handwritten basic character recognition using deep convolutional neural network

C Saha, RH Faisal, MM Rahman - 2019 Joint 8th International …, 2019 - ieeexplore.ieee.org
Bangla is one of the mostly spoken languages all over the world, nonetheless, efforts on
Bangla handwritten character recognition is not adequate. The use of Deep Convolutional …

Bangla handwritten digit recognition using an improved deep convolutional neural network architecture

C Saha, RH Faisal, MM Rahman - … international conference on …, 2019 - ieeexplore.ieee.org
Deep Convolutional Neural Network has recently gained popularity because of its improved
performance over the typical machine learning algorithms. However, it has been very rarely …

Jaccard distance as similarity measure for disparity map estimation

VA Gonzalez-Huitron… - IEEE Latin America …, 2023 - ieeexplore.ieee.org
High confidence in disparity map estimation is critical in several application fields. A novel
framework that employs customized local binary patterns and Jaccard distance for stereo …

Automatic medicinal plants classification using multi-channel modified local gradient pattern with SVM classifier

U Habiba, MR Howlader, MA Islam… - 2019 Joint 8th …, 2019 - ieeexplore.ieee.org
Most of the people in the world rely on traditional medicine which is made from medicinal
plants. However, very few works concentrate on automatic classification. Therefore, the …

Bangla handwritten character recognition using local binary pattern and its variants

C Saha, RH Faisal, MM Rahman - … International Conference on …, 2018 - ieeexplore.ieee.org
Optical Character Recognition (OCR) especially for handwritten characters is an important
task for its numerous applications in daily life including data digitizing, robotics vision …

hlgp: A modified local gradient pattern for image classification

U Habiba, MR Howlader, RH Faisal… - 2019 International …, 2019 - ieeexplore.ieee.org
For image classification, Local Gradient Pattern (LGP) is an adaptive threshold-based
feature descriptor which extracts the changes of intensities locally or globally of an image …

BFAGC: A Bias-Free Adaptive Gamma Correction Method for Image Enhancement

N Akter, S Sultana, RH Faisal… - 2019 1st International …, 2019 - ieeexplore.ieee.org
One of the most interesting and visually appealing areas of image processing is image
enhancement. In order to enhance the images, various methods have already been …

[PDF][PDF] BODY PARTS DYNAMICS AND GEOMETRY FOR AUTOMATIC GENDER CLASSIFICATION

MM Rahman, RH Faisal - mail.bu.ac.bd
Gender classification has become one of the most exciting research areas because of its
numerous applications in computer vision. Most of the researches utilize facial images for …