Deep learning faster region-based convolutional neural network technique for oil palm tree counting
With the current development of image processing techniques, deep learning and machine learning methods have achieved tremendous performance specifically in aerial view image classification and detection. Deep learning convolutional neural network (CNN) has been known to be a state-of-art technique...
| Main Authors: | Xinni, Liu, Kamarul Hawari, Ghazali, Fengrong, Han, Izzeldin, I. Mohd |
|---|---|
| Format: | Article |
| Language: | English English |
| Published: |
The Mattingley Publishing Co., Inc.
2020
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/30345/ http://umpir.ump.edu.my/id/eprint/30345/1/Deep%20learning%20faster%20region-based%20convolutional%20neural_FULL.pdf http://umpir.ump.edu.my/id/eprint/30345/2/Deep%20learning%20faster%20region-based%20convolutional%20neural%20network.pdf |
Similar Items
Oil palm tree detection and counting in aerial images based on faster R-CNN
by: Xinni, Liu, et al.
Published: (2020)
by: Xinni, Liu, et al.
Published: (2020)
Enhanced faster region-based convolutional neural network for oil palm tree detection
by: Liu, Xinni
Published: (2021)
by: Liu, Xinni
Published: (2021)
Automatic detection of oil palm tree from UAV images based on the deep learning method
by: Xinni, Liu, et al.
Published: (2021)
by: Xinni, Liu, et al.
Published: (2021)
Oil palm unstripped bunch detector using modified faster regional convolutional neural network
by: Wahyu, Sapto Aji, et al.
Published: (2022)
by: Wahyu, Sapto Aji, et al.
Published: (2022)
A review of Convolutional Neural Networks in Remote Sensing Image
by: Liu, Xinni, et al.
Published: (2019)
by: Liu, Xinni, et al.
Published: (2019)
A survey on DV-Hop localization techniques in Three-dimensional wireless sensor networks
by: Fengrong, Han, et al.
Published: (2020)
by: Fengrong, Han, et al.
Published: (2020)
Automatic oil palm unstripped bunch (USB) counting system based on faster RCNN and object tracking
by: Wahyu, Sapto Aji, et al.
Published: (2021)
by: Wahyu, Sapto Aji, et al.
Published: (2021)
Review of CNN in aerial image processing
by: Liu, Xinni, et al.
Published: (2023)
by: Liu, Xinni, et al.
Published: (2023)
An enhanced distance vector-hop algorithm using new weighted location method for wireless sensor networks
by: Han, Fengrong, et al.
Published: (2020)
by: Han, Fengrong, et al.
Published: (2020)
Young and mature oil palm tree detection and counting using convolutional neural network deep learning method
by: Abd Mubin, Nurulain, et al.
Published: (2019)
by: Abd Mubin, Nurulain, et al.
Published: (2019)
A Survey on Deployment and Coverage Strategies in Three-Dimensional Wireless Sensor Networks
by: Han, Fengrong, et al.
Published: (2019)
by: Han, Fengrong, et al.
Published: (2019)
A hybrid range-free algorithm using dynamic communication range for wireless sensor networks
by: Fengrong, Han, et al.
Published: (2020)
by: Fengrong, Han, et al.
Published: (2020)
Sustainable oil palm resource assessment based on an enhanced deep learning method
by: Liu, Xinni, et al.
Published: (2022)
by: Liu, Xinni, et al.
Published: (2022)
Using convolution neural networks for improving customer requirements classification performance of autonomous vehicle
by: Hao, Wang, et al.
by: Hao, Wang, et al.
Review of deep convolution neural network in image classification
by: Al-Saffar, Ahmed Ali Mohammed, et al.
Published: (2017)
by: Al-Saffar, Ahmed Ali Mohammed, et al.
Published: (2017)
Effect of fitness function on localization performance in range-free localization algorithm
by: Han, Fengrong, et al.
Published: (2024)
by: Han, Fengrong, et al.
Published: (2024)
Automatic paddy planthopper detection and counting using faster R-CNN
by: Khairunniza-Bejo, Siti, et al.
Published: (2024)
by: Khairunniza-Bejo, Siti, et al.
Published: (2024)
DTWFF-pitch feature and faster neural network convergence for speech recognition
by: Sudirman, Rubita, et al.
Published: (2007)
by: Sudirman, Rubita, et al.
Published: (2007)
Deep neural network-based fusion localization using smartphones
by: Yan, Suqing, et al.
Published: (2023)
by: Yan, Suqing, et al.
Published: (2023)
Analyzing the resilience of convolutional neural networks implemented on GPUs: Alexnet as a case study
by: Khalid Adam, Ismail Hammad, et al.
Published: (2021)
by: Khalid Adam, Ismail Hammad, et al.
Published: (2021)
Optimized range-free localization scheme using autonomous groups particles swarm optimization for anisotropic wireless sensor networks
by: Han, Fengrong, et al.
Published: (2023)
by: Han, Fengrong, et al.
Published: (2023)
The impact of the soft errors in convolutional neural network on GPUS: Alexnet as case study
by: Adam Ismail Hammad, Khalid, et al.
Published: (2021)
by: Adam Ismail Hammad, Khalid, et al.
Published: (2021)
Application of biosurfactant tea saponin in flotation separation for ternary plastic mixtures : statistical optimization and mechanism analysis
by: Zhao, Yue, et al.
Published: (2019)
by: Zhao, Yue, et al.
Published: (2019)
Visual Crowd Counting System Using Deep Learning
by: Mohd Wafi Nazrul Adam, Mohd Ridhwan Oxley Adam
Published: (2021)
by: Mohd Wafi Nazrul Adam, Mohd Ridhwan Oxley Adam
Published: (2021)
Deep Convolutional Neural Networks for 1D Inversion of Electromagnetic Data
by: Puzyrev, Vladimir, et al.
Published: (2019)
by: Puzyrev, Vladimir, et al.
Published: (2019)
Overhead view based person counting using deep learning
by: Kaw, Chee Zhao
Published: (2022)
by: Kaw, Chee Zhao
Published: (2022)
Monitoring and Control of Hydrocyclones by Use of Convolutional Neural Networks and Deep Reinforcement Learning
by: Giglia, Keith Carmelo
Published: (2022)
by: Giglia, Keith Carmelo
Published: (2022)
Orientation and scale based weights initialization scheme for deep convolutional neural networks
by: Azizi Abdullah,, et al.
Published: (2020)
by: Azizi Abdullah,, et al.
Published: (2020)
Image Splicing Detection With Constrained Convolutional Neural Network
by: Lee, Yang Yang
Published: (2019)
by: Lee, Yang Yang
Published: (2019)
Vision Based Pedestrian Traffic Counting Using Deep Learning Method
by: Ho, Chia Hui
Published: (2022)
by: Ho, Chia Hui
Published: (2022)
Flotation separation of poly (ethylene terephthalate and vinyl chloride) mixtures based on clean corona modification: Optimization using response surface methodology
by: Zhao, Yue, et al.
Published: (2021)
by: Zhao, Yue, et al.
Published: (2021)
Multi focus image fusion with region-center based kernel
by: Ismail, ., et al.
Published: (2021)
by: Ismail, ., et al.
Published: (2021)
Bangla handwritten numeral recognition using convolutional neural network
by: Akhand, M. A. H, et al.
Published: (2015)
by: Akhand, M. A. H, et al.
Published: (2015)
Bangla handwritten character recognition using convolutional neural network
by: Rahman, Md. Mahbubar, et al.
Published: (2015)
by: Rahman, Md. Mahbubar, et al.
Published: (2015)
Analyzing the instructions vulnerability of dense convolutional network on GPUS
by: Khalid, Adam, et al.
Published: (2021)
by: Khalid, Adam, et al.
Published: (2021)
A deep convolutional neural network for vibration-based health-monitoring of rotating machinery
by: Ong Pauline, Ong Pauline, et al.
Published: (2023)
by: Ong Pauline, Ong Pauline, et al.
Published: (2023)
A deep convolutional neural network for vibration-based health-monitoring of rotating machinery
by: Ong Pauline, Ong Pauline, et al.
Published: (2023)
by: Ong Pauline, Ong Pauline, et al.
Published: (2023)
A deep convolutional neural network for vibration-based health-monitoring of rotating machinery
by: Ong Pauline, Ong Pauline, et al.
Published: (2023)
by: Ong Pauline, Ong Pauline, et al.
Published: (2023)
A scene invariant convolutional neural network for visual crowd counting using fast-lane and sample selective methods
by: Teoh, Shen Khang
Published: (2023)
by: Teoh, Shen Khang
Published: (2023)
Iris recognition using convolutional neural network / Zhuang Yuan
by: Zhuang, Yuan
Published: (2018)
by: Zhuang, Yuan
Published: (2018)
Similar Items
-
Oil palm tree detection and counting in aerial images based on faster R-CNN
by: Xinni, Liu, et al.
Published: (2020) -
Enhanced faster region-based convolutional neural network for oil palm tree detection
by: Liu, Xinni
Published: (2021) -
Automatic detection of oil palm tree from UAV images based on the deep learning method
by: Xinni, Liu, et al.
Published: (2021) -
Oil palm unstripped bunch detector using modified faster regional convolutional neural network
by: Wahyu, Sapto Aji, et al.
Published: (2022) -
A review of Convolutional Neural Networks in Remote Sensing Image
by: Liu, Xinni, et al.
Published: (2019)