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"Normalization in Unsupervised Segmentation Parameter Optimization: A Solution Based on Local Regression Trend Analysis", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "2", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212925"} @article{bb217839, AUTHOR = "Gong, X. and Xie, Z. and Liu, Y.Y. and Shi, X. and Zheng, Z.", TITLE = "Deep Salient Feature Based Anti-Noise Transfer Network for Scene Classification of Remote Sensing Imagery", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212926"} @article{bb217840, AUTHOR = "Liu, T. and Abd Elrahman, A.", TITLE = "An Object-Based Image Analysis Method for Enhancing Classification of Land Covers Using Fully Convolutional Networks and Multi-View Images of Small Unmanned Aerial System", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = 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Mapping in China Using Landsat Datacube and an Operational SPECLib-Based Approach", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212949"} @article{bb217863, AUTHOR = "Zhong, Y.F. and Luo, C. and Hu, X. and Wei, L.F. and Wang, X.Y. and Jin, S.Y.", TITLE = "Cropland Product Fusion Method Based on the Overall Consistency Difference: A Case Study of China", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212950"} @article{bb217864, AUTHOR = "Cheng, W.S. and Yang, W. and Wang, M. and Wang, G. and Chen, J.Y.", TITLE = "Context Aggregation Network for Semantic Labeling in Aerial Images", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "10", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212951"} @inproceedings{bb217865, AUTHOR = "Cheng, W.S. and Yang, W. and Pan, Y. and Guo, H. and Cheng, Y.", TITLE = "Context Aggregation Network for Semantic Labeling in Aerial Images 2", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "4484-4488", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212952"} @article{bb217866, AUTHOR = "Zhou, Y. and Luo, J.C. and Feng, L. and Zhou, X.C.", TITLE = "DCN-Based Spatial Features for Improving Parcel-Based Crop Classification Using High-Resolution Optical Images and Multi-Temporal SAR Data", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "13", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212953"} @article{bb217867, AUTHOR = "Maxwell, A.E. and Strager, M.P. and Warner, T.A. and Ramezan, C.A. and Morgan, A.N. and Pauley, C.E.", TITLE = "Large-Area, High Spatial Resolution Land Cover Mapping Using Random Forests, GEOBIA, and NAIP Orthophotography: Findings and Recommendations", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "12", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212954"} @article{bb217868, AUTHOR = "Wu, X. and Hong, D.F. and Tian, J.J. and Chanussot, J. and Li, W. and Tao, R.", TITLE = "ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features", JOURNAL = GeoRS, VOLUME = "57", YEAR = "2019", NUMBER = "7", MONTH = "July", PAGES = "5146-5158", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212955"} @article{bb217869, AUTHOR = "Liu, Y. and Yuan, Y.H. and Gao, S.", TITLE = "Modeling the Vagueness of Areal Geographic Objects: A Categorization System", JOURNAL = IJGI, VOLUME = "8", YEAR = "2019", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212956"} @article{bb217870, AUTHOR = "Dyson, J. and Mancini, A. and Frontoni, E. and Zingaretti, P.", TITLE = "Deep Learning for Soil and Crop Segmentation from Remotely Sensed Data", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "16", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212957"} @article{bb217871, AUTHOR = "Li, L.F.", TITLE = "Deep Residual Autoencoder with Multiscaling for Semantic Segmentation of Land-Use Images", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "18", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212958"} @article{bb217872, AUTHOR = "Al Alimi, D. and Shao, Y.X. and Feng, R. and Al Qaness, M.A.A. and Abd Elaziz, M. and Kim, S.", TITLE = "Multi-Scale Geospatial Object Detection Based on Shallow-Deep Feature Extraction", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "21", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212959"} @article{bb217873, AUTHOR = "Wang, J. and Jiang, L. and Wang, Y.J. and Qi, Q.W.", TITLE = "An Improved Hybrid Segmentation Method for Remote Sensing Images", JOURNAL = IJGI, VOLUME = "8", YEAR = "2019", NUMBER = "12", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212960"} @article{bb217874, AUTHOR = "Liu, M. and Yu, T. and Gu, X.F. and Sun, Z.S. and Yang, J. and Zhang, Z.W. and Mi, X.F. and Cao, W. and Li, J.", TITLE = "The Impact of Spatial Resolution on the Classification of Vegetation Types in Highly Fragmented Planting Areas Based on Unmanned Aerial Vehicle Hyperspectral Images", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212961"} @article{bb217875, AUTHOR = "Lee, C. and de Vries, W.T.", TITLE = "Bridging the Semantic Gap between Land Tenure and EO Data: Conceptual and Methodological Underpinnings for a Geospatially Informed Analysis", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "2", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212962"} @article{bb217876, AUTHOR = "Lu, X. and Zhang, Y. and Yuan, Y. and Feng, Y.", TITLE = "Gated and Axis-Concentrated Localization Network for Remote Sensing Object Detection", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "1", MONTH = "January", PAGES = "179-192", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212963"} @article{bb217877, AUTHOR = "Hou, B. and Ren, Z. and Zhao, W. and Wu, Q. and Jiao, L.", TITLE = "Object Detection in High-Resolution Panchromatic Images Using Deep Models and Spatial Template Matching", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "2", MONTH = "February", PAGES = "956-970", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212964"} @article{bb217878, AUTHOR = "Qian, X.L. and Lin, S. and Cheng, G. and Yao, X. and Ren, H.L. and Wang, W.", TITLE = "Object Detection in Remote Sensing Images Based on Improved Bounding Box Regression and Multi-Level Features Fusion", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212965"} @article{bb217879, AUTHOR = "Yu, Y.T. and Guan, H. and Li, D.L. and Gu, T.N. and Tang, E. and Li, A.", TITLE = "Orientation guided anchoring for geospatial object detection from remote sensing imagery", JOURNAL = PandRS, VOLUME = "160", YEAR = "2020", PAGES = "67-82", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212966"} @article{bb217880, AUTHOR = "Derksen, D. and Inglada, J. and Michel, J.", TITLE = "Geometry Aware Evaluation of Handcrafted Superpixel-Based Features and Convolutional Neural Networks for Land Cover Mapping Using Satellite Imagery", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212967"} @article{bb217881, AUTHOR = "Su, T.F. and Zhang, S.W. and Liu, T.X.", TITLE = "Multi-Spectral Image Classification Based on an Object-Based Active Learning Approach", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212968"} @article{bb217882, AUTHOR = "Lv, Y.H. and Zhang, C. and Yun, W. and Gao, L. and Wang, H. and Ma, J. and Li, H. and Zhu, D.", TITLE = "The Delineation and Grading of Actual Crop Production Units in Modern Smallholder Areas Using RS Data and Mask R-CNN", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212969"} @article{bb217883, AUTHOR = "Wang, H. and Li, W.W. and Huang, W. and Nie, K.", TITLE = "A Multi-Objective Permanent Basic Farmland Delineation Model Based on Hybrid Particle Swarm Optimization", JOURNAL = IJGI, VOLUME = "9", YEAR = "2020", NUMBER = "4", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212970"} @article{bb217884, AUTHOR = "Hoeser, T. and Kuenzer, C.", TITLE = "Object Detection and Image Segmentation with Deep Learning on Earth Observation Data: A Review-Part I: Evolution and Recent Trends", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "10", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212971"} @article{bb217885, AUTHOR = "Hoeser, T. and Bachofer, F. and Kuenzer, C.", TITLE = "Object Detection and Image Segmentation with Deep Learning on Earth Observation Data: A Review: Part II: Applications", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "18", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212972"} @article{bb217886, AUTHOR = "Wagner, M.P. and Oppelt, N.", TITLE = "Deep Learning and Adaptive Graph-Based Growing Contours for Agricultural Field Extraction", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "12", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212973"} @article{bb217887, AUTHOR = "Vlachopoulos, O. and Leblon, B. and Wang, J. and Haddadi, A. and LaRocque, A. and Patterson, G.", TITLE = "Delineation of Crop Field Areas and Boundaries from UAS Imagery Using PBIA and GEOBIA with Random Forest Classification", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "16", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212974"} @article{bb217888, AUTHOR = "Chmielewski, S. and Bochniak, A. and Natapov, A. and Wezyk, P.", TITLE = "Introducing GEOBIA to Landscape Imageability Assessment: A Multi-Temporal Case Study of the Nature Reserve Kózki, Poland", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "17", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212975"} @article{bb217889, AUTHOR = "Shin, S.J. and Kim, S. and Kim, Y. and Kim, S.", TITLE = "Hierarchical Multi-Label Object Detection Framework for Remote Sensing Images", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "17", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212976"} @article{bb217890, AUTHOR = "Martins, V.S. and Kaleita, A.L. and Gelder, B.K. and da Silveira, H.L.F. and Abe, C.A.", TITLE = "Exploring multiscale object-based convolutional neural network (multi-OCNN) for remote sensing image classification at high spatial resolution", JOURNAL = PandRS, VOLUME = "168", YEAR = "2020", PAGES = "56-73", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212977"} @article{bb217891, AUTHOR = "Liu, B. and Du, S.H. and Du, S. and Zhang, X.Y.", TITLE = "Incorporating Deep Features into GEOBIA Paradigm for Remote Sensing Imagery Classification: A Patch-Based Approach", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "18", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212978"} @article{bb217892, AUTHOR = "Tran, B.H. and Aussenac Gilles, N. and Comparot, C. and Trojahn, C.", TITLE = "Semantic Integration of Raster Data for Earth Observation: An RDF Dataset of Territorial Unit Versions with their Land Cover", JOURNAL = IJGI, VOLUME = "9", YEAR = "2020", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212979"} @article{bb217893, AUTHOR = "Tang, Y.W. and Qiu, F. and Jing, L.H. and Shi, F. and Li, X.", TITLE = "Integrating spectral variability and spatial distribution for object-based image analysis using curve matching approaches", JOURNAL = PandRS, VOLUME = "169", YEAR = "2020", PAGES = "320-336", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212980"} @article{bb217894, AUTHOR = "Liu, J. and Zheng, H.", TITLE = "EFN: Field-Based Object Detection for Aerial Images", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "21", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212981"} @article{bb217895, AUTHOR = "Liu, W. and Wang, J. and Luo, J.C. and Wu, Z. and Chen, J.D. and Zhou, Y. and Sun, Y.W. and Shen, Z.F. and Xu, N. and Yang, Y.P.", TITLE = "Farmland Parcel Mapping in Mountain Areas Using Time-Series SAR Data and VHR Optical Images", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "22", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212982"} @inproceedings{bb217896, AUTHOR = "Meyer, L. and Lemarchand, F. and Sidiropoulos, P.", TITLE = "A Deep Learning Architecture for Batch-mode Fully Automated Field Boundary Detection", BOOKTITLE = ISPRS20, YEAR = "2020", PAGES = "B3:1009-1016", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212983"} @inproceedings{bb217897, AUTHOR = "Gujrathi, A. and Yang, C. and Rottensteiner, F. and Buddhiraju, K.M. and Heipke, C.", TITLE = "Improving the Classification of Land Use Objects Using Dense Connectivity of Convolutional Neural Networks", BOOKTITLE = ISPRS20, YEAR = "2020", PAGES = "B2:667-673", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212984"} @inproceedings{bb217898, AUTHOR = "Zheng, Z. and Lei, L. and Sun, H. and Kuang, G.Y.", TITLE = "A Review of Remote Sensing Image Object Detection Algorithms Based on Deep Learning", BOOKTITLE = ICIVC20, YEAR = "2020", PAGES = "34-43", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212985"} @inproceedings{bb217899, AUTHOR = "Li, C. and Yang, T. and Zhu, S. and Chen, C. and Guan, S.", TITLE = "Density Map Guided Object Detection in Aerial Images", BOOKTITLE = EarthVision20, YEAR = "2020", PAGES = "737-746", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927obj1.html#TT212986"}