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An Attention-Based Odometry Framework for Multisensory Unmanned Ground Vehicles (UGVs)
Published 2023-12-01“…Evaluations on the Karlsruhe Institute of Technology and Toyota Technological Institute at Chicago (KITTI) odometry benchmark demonstrate the effectiveness of our framework.…”
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Robust semantic SLAM for autonomous robot
Published 2024“…The test dataset is downloaded from ”The KITTI Vision Benchmark Suite” dataset, provided by Karlsruhe Institute of Technology and Toyota Technological Institute at Chicago. The performance of the two models will be also tested under low-light conditions in anticipation of the performance of SuperPoint.…”
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Automated Algorithm for Removing Clutter Objects in MMS Point Cloud for 3D Road Mapping
Published 2020-07-01“…By applying the method to 10 KITTI (Karlsruhe Institute of Technology and Toyota Technological Institute at Chicago) datasets, clutter objects were removed with an average overall accuracy of 91% with 0% (0.448%) error of commission for the complete point cloud map.…”
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SDAN-MD: Supervised dual attention network for multi-stage motion deblurring in frontal-viewing vehicle-camera images
Published 2023-05-01“…In addition to Charbonnier loss and edge loss, we use perceptual loss utilizing Euclidean distance based on feature maps obtained from the segmentation network.Experiments were conducted with the motion blurred databases from the two open databases of road scene, Cambridge driving Labeled Video Database (CamVid) and Karlsruhe Institute of Technology and Toyota Technological Institute at Chicago (KITTI).The results show that the proposed SDAN-MD achieves 92.89% and 87.27% pixel accuracies in semantic segmentation using these two databases, respectively, outperforming the state-of-the-art methods.…”
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EnACP: An Ensemble Learning Model for Identification of Anticancer Peptides
Published 2020-07-01Get full text
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Metabolic independence drives gut microbial colonization and resilience in health and disease
Published 2023-04-01Get full text
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Overcoming mutation-based resistance to antiandrogens with rational drug design
Published 2013-04-01Get full text
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Polymorphic Immune Mechanisms Regulate Commensal Repertoire
Published 2019-10-01Get full text
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CAM-FRN: Class Attention Map-Based Flare Removal Network in Frontal-Viewing Camera Images of Vehicles
Published 2023-08-01“…We synthesized a lens flare using the Cambridge-driving Labeled Video Database (CamVid) and Karlsruhe Institute of Technology and Toyota Technological Institute at Chicago (KITTI) datasets, which are road scene open datasets. …”
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