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01/11/2023
Elevation Estimation-Driven Building 3D Reconstruction from Single-View Remote Sensing Imagery
Building 3D reconstruction from remote sensing images has a wide range o...
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11/27/2022
Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection
Few-shot object detection, expecting detectors to detect novel classes w...
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07/21/2022
Beyond single receptive field: A receptive field fusion-and-stratification network for airborne laser scanning point cloud classification
The classification of airborne laser scanning (ALS) point clouds is a cr...
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04/21/2022
Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval
Remote sensing (RS) cross-modal text-image retrieval has attracted exten...
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04/21/2022
Remote Sensing Cross-Modal Text-Image Retrieval Based on Global and Local Information
Cross-modal remote sensing text-image retrieval (RSCTIR) has recently be...
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04/11/2022
Semantic Segmentation for Point Cloud Scenes via Dilated Graph Feature Aggregation and Pyramid Decoders
Semantic segmentation of point clouds generates comprehensive understand...
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03/09/2021
FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery
With the rapid development of deep learning, many deep learning based ap...
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06/24/2020
Road Network Metric Learning for Estimated Time of Arrival
Recently, deep learning have achieved promising results in Estimated Tim...
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06/07/2020
FMA-ETA: Estimating Travel Time Entirely Based on FFN With Attention
Estimated time of arrival (ETA) is one of the most important services in...
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06/07/2020
Fusion Recurrent Neural Network
Considering deep sequence learning for practical application, two repres...
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04/23/2020
Constructing Geographic and Long-term Temporal Graph for Traffic Forecasting
Traffic forecasting influences various intelligent transportation system...
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04/04/2019
Comparison Network for One-Shot Conditional Object Detection
The current advances in object detection depend on large-scale datasets ...
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04/04/2019
A Training-free, One-shot Detection Framework For Geospatial Objects In Remote Sensing Images
Deep learning based object detection has achieved great success. However...
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01/03/2019
A Remote Sensing Image Dataset for Cloud Removal
Cloud-based overlays are often present in optical remote sensing images,...
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11/17/2018
R2CNN++: Multi-Dimensional Attention Based Rotation Invariant Detector with Robust Anchor Strategy
Object detection plays a vital role in natural scene and aerial scene an...
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06/13/2018
Position Detection and Direction Prediction for Arbitrary-Oriented Ships via Multiscale Rotation Region Convolutional Neural Network
Ship detection is of great importance and full of challenges in the fiel...
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06/12/2018
Automatic Ship Detection of Remote Sensing Images from Google Earth in Complex Scenes Based on Multi-Scale Rotation Dense Feature Pyramid Networks
Ship detection has been playing a significant role in the field of remot...
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01/30/2018
An Attention-Based Word-Level Interaction Model: Relation Detection for Knowledge Base Question Answering
Relation detection plays a crucial role in Knowledge Base Question Answe...
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12/28/2016
MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification
With the development of deep learning, supervised learning has frequentl...
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09/01/2016
Neural Network Architecture Optimization through Submodularity and Supermodularity
Deep learning models' architectures, including depth and width, are key ...
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08/29/2016
Optimizing Recurrent Neural Networks Architectures under Time Constraints
Recurrent neural network (RNN)'s architecture is a key factor influencin...
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06/20/2015
Aligning where to see and what to tell: image caption with region-based attention and scene factorization
Recent progress on automatic generation of image captions has shown that...
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01/15/2013