Yuxin Chen, Weilai Zhang, Jiajia Yang, Yuanyuan Xu, Qian Yuan, Wuxue Cheng & Li Peng. (2024) Extraction Methods for Small-Scale Features on a Large Scale: Investigating Object-Oriented Cart Decision Tree for Gravel Information Extraction. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 17, pages 438-449.
Crossref
Olaotse Lokwalo Thabeng, Elhadi Adam & Stefania Merlo. (2023) Evaluating the Performance of Geographic Object-Based Image Analysis in Mapping Archaeological Landscapes Previously Occupied by Farming Communities: A Case of Shashi–Limpopo Confluence Area. Remote Sensing 15:23, pages 5491.
Crossref
Mthokozisi Ndumiso Mzuzuwentokozo Buthelezi, Romano Trent Lottering, Sizwe Thamsanqa Hlatshwayo & Kabir Yunus Peerbhay. (2022) Localizing the analysis of drought impacts on KwaZulu-Natal's commercial forests. Remote Sensing Applications: Society and Environment 28, pages 100849.
Crossref
Ram C. Sharma. (2022) An Ultra-Resolution Features Extraction Suite for Community-Level Vegetation Differentiation and Mapping at a Sub-Meter Resolution. Remote Sensing 14:13, pages 3145.
Crossref
Siniša Drobnjak, Marko Stojanović, Dejan Djordjević, Saša Bakrač, Jasmina Jovanović & Aleksandar Djordjević. (2022) Testing a New Ensemble Vegetation Classification Method Based on Deep Learning and Machine Learning Methods Using Aerial Photogrammetric Images. Frontiers in Environmental Science 10.
Crossref
Alpesh M. Patel & Anil Suthar. (2020) AdaBoosted Extra Trees Classifier for Object-Based Multispectral Image Classification of Urban Fringe Area. International Journal of Image and Graphics 22:03.
Crossref
Hasan Tonbul, Ismail Colkesen & Taskin Kavzoglu. (2022) Pixel- and Object-Based ensemble learning for forest burn severity using USGS FIREMON and Mediterranean condition dNBRs in Aegean ecosystem (Turkey). Advances in Space Research 69:10, pages 3609-3632.
Crossref
Ismail Colkesen & Muhammed Yusuf Ozturk. (2022) A comparative evaluation of state-of-the-art ensemble learning algorithms for land cover classification using WorldView-2, Sentinel-2 and ROSIS imagery. Arabian Journal of Geosciences 15:10.
Crossref
Xianfei Guo, Hui Li, Linhai Jing & Ping Wang. (2022) Individual Tree Species Classification Based on Convolutional Neural Networks and Multitemporal High-Resolution Remote Sensing Images. Sensors 22:9, pages 3157.
Crossref
Hamid Jafarzadeh, Masoud Mahdianpari, Eric Gill, Fariba Mohammadimanesh & Saeid Homayouni. (2021) Bagging and Boosting Ensemble Classifiers for Classification of Multispectral, Hyperspectral and PolSAR Data: A Comparative Evaluation. Remote Sensing 13:21, pages 4405.
Crossref
Zhi He & Dan He. (2021) Bilinear Squeeze-and-Excitation Network for Fine-Grained Classification of Tree Species. IEEE Geoscience and Remote Sensing Letters 18:7, pages 1139-1143.
Crossref
Nizamettin ÖZDOĞAN. (2021) Su kalitesinin İnsansız Hava Aracı Verileri ve Fiziko-kimyasal Parametrelerin Analizi ile belirlenmesi: Aydınlar (Gülüç) Çayı Örneği. European Journal of Science and Technology.
Crossref
Amin Mahdavi Saeidi, Sasan Babaie Kafaky & Asadollah Mataji. (2020) Detecting the development stages of natural forests in northern Iran with different algorithms and high-resolution data from GeoEye-1. Environmental Monitoring and Assessment 192:10.
Crossref
Shriram Gajjar, Murat Kulahci & Ahmet Palazoglu. (2020) Least Squares Sparse Principal Component Analysis and Parallel Coordinates for Real-Time Process Monitoring. Industrial & Engineering Chemistry Research 59:35, pages 15656-15670.
Crossref
Ali Arshaghi, Mohsen Ashourian & Leila Ghabeli. (2020) Feature selection based on buzzard optimization algorithm for potato surface defects detection. Multimedia Tools and Applications 79:35-36, pages 26623-26641.
Crossref
Hamid Reza Shahdoosti & Zahra Tabatabaei. (2019) Object-based feature extraction for hyperspectral data using firefly algorithm. International Journal of Machine Learning and Cybernetics 11:6, pages 1277-1291.
Crossref
H. Tonbul, I. Colkesen & T. Kavzoglu. (2020) Classification of poplar trees with object-based ensemble learning algorithms using Sentinel-2A imagery. Journal of Geodetic Science 10:1, pages 14-22.
Crossref
N. Ani Brown Mary & Dejey Dharma. (2018) A novel framework for real-time diseased coral reef image classification. Multimedia Tools and Applications 78:9, pages 11387-11425.
Crossref
Hongbin Wang, Tong Wang, Yucai Zhou, Lianke Zhou & Huafeng Li. (2018) Information classification algorithm based on decision tree optimization. Cluster Computing 22:S3, pages 7559-7568.
Crossref
Lingbo Yang, Lamin Mansaray, Jingfeng Huang & Limin Wang. (2019) Optimal Segmentation Scale Parameter, Feature Subset and Classification Algorithm for Geographic Object-Based Crop Recognition Using Multisource Satellite Imagery. Remote Sensing 11:5, pages 514.
Crossref
Ismail Colkesen & Taskin Kavzoglu. 2019. Spatial Modeling in GIS and R for Earth and Environmental Sciences. Spatial Modeling in GIS and R for Earth and Environmental Sciences
499
517
.
Alper AKAR & Ertan GÖKALP. (2018) Designing a sustainable rangeland information system for Turkey. International Journal of Engineering and Geosciences 3:3, pages 87-97.
Crossref
Taskin Kavzoglu, Hasan Tonbul, Merve Yildiz Erdemir & Ismail Colkesen. (2018) Dimensionality Reduction and Classification of Hyperspectral Images Using Object-Based Image Analysis. Journal of the Indian Society of Remote Sensing 46:8, pages 1297-1306.
Crossref
Su Ye, Robert Gilmore PontiusJr.Jr. & Rahul Rakshit. (2018) A review of accuracy assessment for object-based image analysis: From per-pixel to per-polygon approaches. ISPRS Journal of Photogrammetry and Remote Sensing 141, pages 137-147.
Crossref
Tianjing Feng, Hairong Ma, Xinwen Cheng & Hongping Zhang. (2018) Calculation of the optimal segmentation scale in object-based multiresolution segmentation based on the scene complexity of high-resolution remote sensing images. Journal of Applied Remote Sensing 12:02, pages 1.
Crossref
Stefanos Georganos, Tais Grippa, Sabine Vanhuysse, Moritz Lennert, Michal Shimoni & Eleonore Wolff. (2018) Very High Resolution Object-Based Land Use–Land Cover Urban Classification Using Extreme Gradient Boosting. IEEE Geoscience and Remote Sensing Letters 15:4, pages 607-611.
Crossref
Amin Alizadeh Naeini, Masoud Babadi, Sayyed Mohammad Javad Mirzadeh & Saied Amini. (2018) Particle Swarm Optimization for Object-Based Feature Selection of VHSR Satellite Images. IEEE Geoscience and Remote Sensing Letters 15:3, pages 379-383.
Crossref
Yangbo Chen, Peng Dou & Xiaojun Yang. (2017) Improving Land Use/Cover Classification with a Multiple Classifier System Using AdaBoost Integration Technique. Remote Sensing 9:10, pages 1055.
Crossref
Stefanos Georganos, Tais Grippa, Sabine G. Vanhuysse, Eléonore Wolff, Michal Shimoni & Moritz Lennert. (2017) Optimizing classification performance in an object-based very-high-resolution land use-land cover urban application. Optimizing classification performance in an object-based very-high-resolution land use-land cover urban application.
Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain & Peijun Du. (2017) Spectral–Spatial Rotation Forest for Hyperspectral Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 10:10, pages 4605-4613.
Crossref
Taskin Kavzoglu, Merve Yildiz Erdemir & Hasan Tonbul. (2017) Classification of semiurban landscapes from very high-resolution satellite images using a regionalized multiscale segmentation approach. Journal of Applied Remote Sensing 11:03, pages 1.
Crossref
Junshi Xia, Naoto Yokoya & Akira Iwasaki. (2017) Hyperspectral image classification with partial least square forest. Hyperspectral image classification with partial least square forest.
Junshi Xia, Naoto Yokoya & Akira Iwasaki. (2017) Hyperspectral Image Classification With Canonical Correlation Forests. IEEE Transactions on Geoscience and Remote Sensing 55:1, pages 421-431.
Crossref
Taskin Kavzoglu. 2017. Handbook of Neural Computation. Handbook of Neural Computation
607
619
.
Nitesh Poona, Adriaan van Niekerk & Riyad Ismail. (2016) Investigating the Utility of Oblique Tree-Based Ensembles for the Classification of Hyperspectral Data. Sensors 16:11, pages 1918.
Crossref
Junshi Xia, Lionel Bombrun, Yannick Berthoumieu & Christian Germain. (2016) Multiple features learning via rotation strategy. Multiple features learning via rotation strategy.
Ismail Colkesen & Taskin Kavzoglu. (2016) Performance evaluation of rotation forest for svm-based recursive feature elimination using hyperspectral imagery. Performance evaluation of rotation forest for svm-based recursive feature elimination using hyperspectral imagery.
Maqsood Shah, Yazhou Liu & Hassan Hayat. (2016) Rotation-based object-oriented ensemble in land use land cover classification of hyperspectral data. Rotation-based object-oriented ensemble in land use land cover classification of hyperspectral data.
Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain & Peijun Du. (2016) Spectral-spatial Rotation Forest for hyperspectral image classification. Spectral-spatial Rotation Forest for hyperspectral image classification.
Junshi Xia, Nicola Falco, Jon Atli Benediktsson, Jocelyn Chanussot & Peijun Du. (2016) Class-Separation-Based Rotation Forest for Hyperspectral Image Classification. IEEE Geoscience and Remote Sensing Letters 13:4, pages 584-588.
Crossref