Multispectral image

Weed detection for site‐specific weed management: mapping and real‐time approaches

Citations: 360 • 2010

WeedMap: A Large-Scale Semantic Weed Mapping Framework Using Aerial Multispectral Imaging and Deep Neural Network for Precision Farming

Inkyu Sa, Marija Popović, Raghav Khanna, Zetao Chen, Frank Liebisch, Juan Nieto, Cyrill Stachniss, Achim Walter, Roland Siegwart

Citations: 287 • 2018

Aerosol properties over the ocean from PARASOL multiangle photopolarimetric measurements

Otto Hasekamp, Pavel Litvinov, A. Butz

Citations: 262 • 2011

Remote Sensing in Field Crop Monitoring: A Comprehensive Review of Sensor Systems, Data Analyses and Recent Advances

Emmanuel Omia, Hyungjin Bae, Eunsung Park, Moon S. Kim, Insuck Baek, Isa Kabenge, Byoung–Kwan Cho

Citations: 249 • 2023

A Review of Deep Learning in Multiscale Agricultural Sensing

Dashuai Wang, Wujing Cao, Fan Zhang, Zhuolin Li, Sheng Xu, Xinyu Wu

Citations: 232 • 2022

Programmable black phosphorus image sensor for broadband optoelectronic edge computing

Seokhyeong Lee, Ruoming Peng, Changming Wu, Mo Li

Citations: 219 • 2022

Deep Multispectral Semantic Scene Understanding of Forested Environments Using Multimodal Fusion

Abhinav Valada, Gabriel L. Oliveira, Thomas Brox, Wolfram Burgard

Citations: 200 • 2017

Multispectral Object Detection for Autonomous Vehicles

Takumi Karasawa, Kohei Watanabe, Qishen Ha, Antonio Tejero-de-Pablos, Yoshitaka Ushiku, Tatsuya Harada

Citations: 177 • 2017

Pedestrian detection with unsupervised multispectral feature learning using deep neural networks

Yanpeng Cao, Dayan Guan, Weilin Huang, Jiangxin Yang, Yanlong Cao, Yu Qiao

Citations: 145 • 2018

Automated Systems Based on Machine Vision for Inspecting Citrus Fruits from the Field to Postharvest—a Review

Sergio Cubero, Won Suk Lee, Nuria Aleixos, Francisco Albert, J. Blasco

Citations: 132 • 2016

NU-Spidercam: A large-scale, cable-driven, integrated sensing and robotic system for advanced phenotyping, remote sensing, and agronomic research

Geng Bai, Yufeng Ge, David Scoby, Bryan Leavitt, Vincent Stoerger, Norbert Kirchgeßner, Suat Irmak, George L. Graef, James C. Schnable, Tala Awada

Citations: 112 • 2019

Lettuce calcium deficiency detection with machine vision computed plant features in controlled environments

David Story, Murat Kaçıra, Chieri Kubota, Ali Akoglu, Lingling An

Citations: 109 • 2010

RobHortic: A Field Robot to Detect Pests and Diseases in Horticultural Crops by Proximal Sensing

Sergio Cubero, Ester Marco‐Noales, Nuria Aleixos, Silvia Barbé, J. Blasco

Citations: 108 • 2020

Intelligent multi-sensor system for the detection and treatment of fungal diseases in arable crops

Dimitrios Moshou, C. Bravo, R. Oberti, Jonathan West, Herman Ramón, Stavros Vougioukas, Dionysis Bochtis

Citations: 104 • 2011

Colour-agnostic shape-based 3D fruit detection for crop harvesting robots

Ehud Barnea, Rotem Mairon, Ohad Ben‐Shahar

Citations: 100 • 2016

A geostatistical data fusion technique for merging remote sensing and ground‐based observations of aerosol optical thickness

Abhishek Chatterjee, A. M. Michalak, Ralph A. Kahn, S. Paradise, Amy Braverman, Charles E. Miller

Citations: 89 • 2010

Image navigation as a means to expand the boundaries of fluorescence-guided surgery

Oscar R. Brouwer, Tessa Buckle, Anton Bunschoten, Joeri Kuil, Alexander L. Vahrmeijer, Thomas Wendler, R.A. Valdés-Olmos, Henk G. van der Poel, Fijs W. B. van Leeuwen

Citations: 85 • 2012

A Novel Utilization of Image Registration Techniques to Process Mastcam Images in Mars Rover With Applications to Image Fusion, Pixel Clustering, and Anomaly Detection

Bulent Ayhan, Minh N. Dao, Chiman Kwan, Hua-Mei Chen, James F. Bell, Richard Kidd

Citations: 80 • 2017

Design and analysis of apposition compound eye optical sensors

Jeffrey S. Sanders

Citations: 73 • 1995

Beyond Digging: Noninvasive Root and Rhizosphere Phenotyping

Anton Wasson, Kerstin Nagel, Saoirse Tracy, Michelle Watt

Citations: 69 • 2019