A combinatorial RGB and depth images CNN-based model for oil palm fruit bunch detection and heatmap localisation for a visual SLAM system
The harvesting job of cutting and collecting fruit bunches in oil palm plantations remains the most labour-intensive job in the oil palm processing cycle. The introduction of an autonomous vehicle to assist workers in the harvesting job promises better productivity. Such a driverless vehicle require...
| Main Authors: | Chua Zheng Siong, Mohd Faisal Ibrahim, Aqilah Baseri Huddin, Mohd Hairi Mohd Zaman, Fazida Hanim Hashim |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Penerbit Universiti Kebangsaan Malaysia
2021
|
| Online Access: | http://journalarticle.ukm.my/18965/ http://journalarticle.ukm.my/18965/1/34.pdf |
Similar Items
SLAM Using 3D reconstruction via a visual RGB and RGB-D sensory input
by: Wurdemann, H., et al.
Published: (2011)
by: Wurdemann, H., et al.
Published: (2011)
A rapid and non-destructive technique in determining the ripeness of oil palm fresh fruit bunch (FFB)
by: Zuhaira Mohd Zulkifli,, et al.
Published: (2018)
by: Zuhaira Mohd Zulkifli,, et al.
Published: (2018)
Using Depth to Extend Randomised Hough Forests for Object Detection and Localisation
by: Palmer, Richard, et al.
Published: (2013)
by: Palmer, Richard, et al.
Published: (2013)
The summer heat of cryptojacking season : Detecting cryptojacking using heatmap and fuzzy
by: Ahmad Firdaus, Zainal Abidin, et al.
Published: (2022)
by: Ahmad Firdaus, Zainal Abidin, et al.
Published: (2022)
Human pose estimation via convolutional part heatmap regression
by: Bulat, Adrian, et al.
Published: (2016)
by: Bulat, Adrian, et al.
Published: (2016)
Extending Bayesian RFS SLAM to multi-vehicle SLAM
by: Moratuwage, D., et al.
Published: (2012)
by: Moratuwage, D., et al.
Published: (2012)
Heatmap visualization approach for descriptive analytics of Covid-19 cases in Malaysia
by: Zolkepli, Maslina, et al.
Published: (2024)
by: Zolkepli, Maslina, et al.
Published: (2024)
Analysis of Intermittent Measurement for KF-based SLAM
by: Nur Aqilah, Othman, et al.
Published: (2013)
by: Nur Aqilah, Othman, et al.
Published: (2013)
Estimation behavior of intermittent measurement in EKF-based SLAM
by: Nur Aqilah, Othman, et al.
Published: (2017)
by: Nur Aqilah, Othman, et al.
Published: (2017)
Object's RGB color extraction
by: Iqbal Zulkarnain, Abdul Aziz
Published: (2007)
by: Iqbal Zulkarnain, Abdul Aziz
Published: (2007)
A Robust Driver for RGB LEDs
by: Shaheer Shaida, Durrani, et al.
Published: (2018)
by: Shaheer Shaida, Durrani, et al.
Published: (2018)
Simultaneous Localization and Mapping (SLAM) for Autonomous Driving
by: Zheng, Shuran, et al.
Published: (2020)
by: Zheng, Shuran, et al.
Published: (2020)
Extensions with RFSs in SLAM
by: Mullane, J., et al.
Published: (2011)
by: Mullane, J., et al.
Published: (2011)
Visualizing pandemics with calendar heatmaps : a case study of COVID-19 in Malaysia
by: Zolkepli, Maslina, et al.
Published: (2024)
by: Zolkepli, Maslina, et al.
Published: (2024)
Improving Covariance Matrix Diagonalization in SLAM of Mobile Robot
by: Maziatun, Mohamad Mazlan, et al.
Published: (2022)
by: Maziatun, Mohamad Mazlan, et al.
Published: (2022)
CNN-SVO: improving the mapping in semi-direct visual odometry using single-image depth prediction
by: Loo, Shing Yan, et al.
Published: (2019)
by: Loo, Shing Yan, et al.
Published: (2019)
Segmentation methods for MRI human spine images using thresholding approaches
by: Nor Aqlina Abdul Halim,, et al.
Published: (2022)
by: Nor Aqlina Abdul Halim,, et al.
Published: (2022)
Sufficient Condition for Estimation in Designing H∞ Filter-Based SLAM
by: Hamzah, Ahmad, et al.
Published: (2015)
by: Hamzah, Ahmad, et al.
Published: (2015)
Android malware detection using PMCC heatmap and Fuzzy Unordered Rule Induction Algorithm (FURIA)
by: Nur Khairani, Kamarudin, et al.
Published: (2023)
by: Nur Khairani, Kamarudin, et al.
Published: (2023)
A Cryptojacking Detection System With Product Moment Correlation Coefficient (Pmcc) Heatmap Intelligent
by: Kong, Jun Hao
Published: (2023)
by: Kong, Jun Hao
Published: (2023)
A Botnet Detection System With Product Moment Correlation Coefficient (Pmcc) Heatmap Intelligent
by: Ong, Wei Cheng
Published: (2023)
by: Ong, Wei Cheng
Published: (2023)
Prediction of Slamming Occurrence of Catamarans
by: Grande, Kristoffer
Published: (2002)
by: Grande, Kristoffer
Published: (2002)
Bakal penjelajah grand slam
by: Farush Khan, Faizatul Farhana
Published: (2019)
by: Farush Khan, Faizatul Farhana
Published: (2019)
Implementing slam for practical scenarios
by: Lim, Zhi Jian
Published: (2022)
by: Lim, Zhi Jian
Published: (2022)
Mobile Application for Classifying Palm Oil Bunch using RGB and Artificial Neural Network
by: Sayyidatina Al Hurul Aina, Alzahati, et al.
Published: (2016)
by: Sayyidatina Al Hurul Aina, Alzahati, et al.
Published: (2016)
Feature extraction of non-uniform food products using RGB and RGB-D data combined with shape models
by: Wurdermann, H., et al.
Published: (2011)
by: Wurdermann, H., et al.
Published: (2011)
A Solution to Finite Escape Time for H∞ Filter Based SLAM
by: Hamzah, Ahmad, et al.
Published: (2015)
by: Hamzah, Ahmad, et al.
Published: (2015)
A hypothesis of state covariance decorrelation effects to partial observability SLAM
by: Hamzah, Ahmad, et al.
Published: (2018)
by: Hamzah, Ahmad, et al.
Published: (2018)
Simultaneous Localization and Mapping (SLAM) for Autonomous Driving: Concept and Analysis
by: Zheng, S., et al.
Published: (2023)
by: Zheng, S., et al.
Published: (2023)
Skin detection based on thresholding in RGB and hue component
by: Mat Jusoh, Rizal, et al.
Published: (2010)
by: Mat Jusoh, Rizal, et al.
Published: (2010)
Fire Recognition Using RGB and YCBCR Color Space
by: Nor Anis Aneza, Lokman, et al.
Published: (2015)
by: Nor Anis Aneza, Lokman, et al.
Published: (2015)
Pineapple distribution classification using RGB and fuzzy
by: Ezrin Tasnim, Abdul Ghani
Published: (2010)
by: Ezrin Tasnim, Abdul Ghani
Published: (2010)
Palm oil classification using RGB and fuzzy
by: Khairun Nor Aimi, Ghazali
Published: (2010)
by: Khairun Nor Aimi, Ghazali
Published: (2010)
Investigating state covariance properties during finite escape time in H∞ filter SLAM
by: Hamzah, Ahmad, et al.
Published: (2018)
by: Hamzah, Ahmad, et al.
Published: (2018)
Review of Kalman filter variants for SLAM in mobile robotics with linearization and covariance initialization
by: Muhammad Haniff, Gusrial, et al.
Published: (2025)
by: Muhammad Haniff, Gusrial, et al.
Published: (2025)
Rao-Blackwellised RFS Bayesian SLAM
by: Mullane, J., et al.
Published: (2011)
by: Mullane, J., et al.
Published: (2011)
Auto landmarks generation for SLAM algorithm
by: Alang Md Rashid, Nahrul Khair, et al.
Published: (2011)
by: Alang Md Rashid, Nahrul Khair, et al.
Published: (2011)
Circumventing the Feature Association Problem in SLAM
by: Adams, M., et al.
Published: (2013)
by: Adams, M., et al.
Published: (2013)
Slam-based mapping for object recognition
by: Loh, Wan Ying
Published: (2018)
by: Loh, Wan Ying
Published: (2018)
Identifying visual quality of rural road landscape character by using public preference and heatmap analysis in Sabak Bernam, Malaysia
by: Hangyu, Gao, et al.
Published: (2023)
by: Hangyu, Gao, et al.
Published: (2023)
Similar Items
-
SLAM Using 3D reconstruction via a visual RGB and RGB-D sensory input
by: Wurdemann, H., et al.
Published: (2011) -
A rapid and non-destructive technique in determining the ripeness of oil palm fresh fruit bunch (FFB)
by: Zuhaira Mohd Zulkifli,, et al.
Published: (2018) -
Using Depth to Extend Randomised Hough Forests for Object Detection and Localisation
by: Palmer, Richard, et al.
Published: (2013) -
The summer heat of cryptojacking season : Detecting cryptojacking using heatmap and fuzzy
by: Ahmad Firdaus, Zainal Abidin, et al.
Published: (2022) -
Human pose estimation via convolutional part heatmap regression
by: Bulat, Adrian, et al.
Published: (2016)