Oil spill detection from Synthetic Aperture Radar Earth observations: a meta-analysis and comprehensive review by Hamid Jafarzadeh, Masoud Mahdianpari, Saeid Homayouni, Fariba Mohammadimanesh, Mohammed Dabboor

“…To this end, a total of 230 peer-reviewed papers, published in various remote sensing (RS) journals and 78 conference papers in the International Society for Photogrammetry and Remote Sensing (ISPRS) archive and the IEEE International Geoscience and Remote Sensing Symposium (IGARSS) proceedings were reviewed. …”
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PointNet++ Network Architecture with Individual Point Level and Global Features on Centroid for ALS Point Cloud Classification by Yang Chen, Guanlan Liu, Yaming Xu, Pai Pan, Yin Xing

“…The experiments on the Vaihingen dataset of the International Society for Photogrammetry and Remote Sensing and the GML(B) 3D dataset demonstrate that the proposed method which provides additional contextual information to support classification achieves high accuracy with simple discriminative models and new state-of-the-art performance in power line categories.…”
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High-Resolution Aerial Imagery Semantic Labeling with Dense Pyramid Network by Xuran Pan, Lianru Gao, Bing Zhang, Fan Yang, Wenzhi Liao

“…We evaluate the dense pyramid network on the International Society for Photogrammetry and Remote Sensing (ISPRS) Vaihingen and Potsdam 2D semantic labeling dataset, and the results demonstrate that the proposed framework exhibits better performances, compared to the state of the art baseline.…”
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An Adaptive Surface Interpolation Filter Using Cloth Simulation and Relief Amplitude for Airborne Laser Scanning Data by Feng Li, Haihong Zhu, Zhenwei Luo, Hang Shen, Lin Li

“…Fifteen samples from the International Society for Photogrammetry and Remote Sensing (ISPRS) commission are used to assess the performance of the proposed algorithm. …”
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Edge detection guide network for semantic segmentation of remote-sensing images by Jin, Jianhui, Zhou, Wujie, Yang, Rongwang, Ye, Lv, Yu, Lu

“…We compared our method to several state-of-the-art (SOTA) methods using the International Society for Photogrammetry and Remote Sensing's (ISPRS) Vaihingen and Potsdam datasets. …”
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High temporal frequency vehicle counting from low-resolution satellite images by Liao, Liang, Xiao, Jing, Yang, Yan, Ma, Xujie, Wang, Zheng, Satoh, Shin'ichi

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HCTO: optimality-aware LiDAR inertial odometry with hybrid continuous time optimization for compact wearable mapping system by Li, Jianping, Yuan, Shenghai, Cao, Muqing, Nguyen, Thien-Minh, Cao, Kun, Xie, Lihua

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Development of a time-dependent 3-parameter helmert datum transformation model: A case study for Malaysia by Gill, J., Shariff, N. S., Omar, K. M., Din, A. H. M., Amin, Z. M.

Marine geoid undulation assessment over south China sea using global geopotential models and airborne gravity data by Yazid, N. M., Din, A. H. M., Omar, K. M., Som, Z. A. M., Omar, A. H., Yahaya, N. A. Z., Tugi, A.

The impact of sea level rise on geodetic vertical datum of Peninsular Malaysia by Din, A. H. M., Abazu, I. C., Pa'Suya, M. F., Omar, K. M., Hamid, A. I. A.

Geospatial analysis of urban land use pattern analysis for hemorrhagic fever risk ' a review by Izzah, L. N., Majid, Z., Ariff, M. A. M., Fook, C. K.

Forest cover mapping in iskandar Malaysia using satellite data by Kanniah, K. D., Najib, N. E. M., Vu, T. T.

Three-Dimensional recording of bastion middleburg monument using terrestrial laser scanner by Majid, Z., Lau, C. L., Yusoff, A. R.

3D nearest neighbour search using a clustered hierarchical tree structure by Suhaibah, A., Uznir, U., Anton, F., Mioc, D., Rahman, A. A.

CBF-Net: An Adaptive Context Balancing and Feature Filtering Network for Point Cloud Classification by Qian Zang, Wenhui Diao, Kaiqiang Chen, Ling Liu, Menglong Yan, Xian Sun

“…We have conducted thorough experiments on the International Society for Photogrammetry and Remote Sensing 3-D labeling dataset. …”
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FuSC: Fusing Superpixels for Improved Semantic Consistency by Ian Monteiro Nunes, Matheus B. Pereira, Hugo Oliveira, Jefersson Alex Dos Santos

“…The proposed methods improved the highest AUROC quantitative results for the International Society for Photogrammetry and Remote Sensing (ISPRS) Vaihingen and Potsdam datasets. …”
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Improved Land Cover Classification of VHR Optical Remote Sensing Imagery Based Upon Detail Injection Procedure by Qianbo Sang, Yin Zhuang, Shan Dong, Guanqun Wang, He Chen, Lianlin Li

“…International Society for Photogrammetry and Remote Sensing (ISPRS) and Gaofen Image Dataset (GID)] are employed to demonstrate that the proposed DI-Net achieves better performance than state-of-the-art methods. …”
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Calibrated Focal Loss for Semantic Labeling of High-Resolution Remote Sensing Images by Haiwei Bai, Jian Cheng, Yanzhou Su, Siyu Liu, Xin Liu

“…Finally, we conduct complete experiments on the International Society for Photogrammetry and Remote Sensing Vaihingen and Potsdam datasets to analyze the semantic labeling performance, model uncertainty, and confidence calibration of different loss functions. …”
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BIBED-Seg: Block-in-Block Edge Detection Network for Guiding Semantic Segmentation Task of High-Resolution Remote Sensing Images by Baikai Sui, Yungang Cao, Xueqin Bai, Shuang Zhang, Renzhe Wu

“…Finally, we evaluate our method on International Society for Photogrammetry and Remote Sensing (ISPRS) Potsdam and Vaihingen data sets and obtain ODS F-measure of 0.6671 and 0.7432, higher than other excellent edge detection methods. …”
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Multi-Level Interpolation-Based Filter for Airborne LiDAR Point Clouds in Forested Areas by Chuanfa Chen, Mengying Wang, Bingtao Chang, Yanyan Li

“…Rural samples provided by International Society for Photogrammetry and Remote Sensing (ISPRS) were employed to assess the performance of the proposed method and its results were compared with 15 filtering algorithms developed in recent 5 years (2015-2019). …”
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