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Water surface object detection using panoramic vision based on improved single-shot multibox detector

Aofeng Li, Xufang Zhu, Shuo He, Jiawei Xia
2021 EURASIP Journal on Advances in Signal Processing  
vision based on an improved SSD.  ...  multibox detector (SSD) object detection algorithm such as remote detection and low detection precision of small objects, this study proposes a water surface object detection algorithm from panoramic  ...  No object classification and real-time our FPN structure, deconvolution opera- Wider range, Real-time declined slightly tion and panoramic vision High accuracy (LFO-Net) based on popular single shot detector  ... 
doi:10.1186/s13634-021-00831-6 fatcat:ti3xb6q24rgixmfdu2afbbvphi

Front Matter: Volume 10806

Xudong Jiang, Jenq-Neng Hwang
2018 Tenth International Conference on Digital Image Processing (ICDIP 2018)  
using a Base 36 numbering system employing both numerals and letters.  ...  SPIE uses a seven-digit CID article numbering system structured as follows: ▪ The first five digits correspond to the SPIE volume number. ▪ The last two digits indicate publication order within the volume  ...  constraint and multi-feature fusion 10806 13 Extend the shallow part of single shot multibox detector via convolutional neural network 10806 14 Dynamic object counting application based on object detection  ... 
doi:10.1117/12.2510343 fatcat:maohjht2t5apneao4iivotwxey

Oriented Ship Detector for Remote Sensing Imagery Based on Pairwise Branch Detection Head and SAR Feature Enhancement

Bokun He, Qingyi Zhang, Ming Tong, Chu He
2022 Remote Sensing  
based on the pairwise branch detection head and adaptive SAR feature enhancement.  ...  Recently, object detection in natural images has made a breakthrough, but it is still challenging in oriented ship detection for remote sensing imagery.  ...  In addition, the single-shot multibox detector (SSD) [19] and DSSD [20] use multi-scale features for detection.  ... 
doi:10.3390/rs14092177 fatcat:eyzlemgztrhmddqcvtyuvetla4

Surround-View Cameras based Holistic Visual Perception for Automated Driving [article]

Varun Ravi Kumar
2022 arXiv   pre-print
such as geometric and semantic tasks using convolutional neural networks. 2) Using Multi-Task Learning to overcome computational bottlenecks by sharing initial convolutional layers between tasks and developing  ...  The human eye is one of the most sophisticated developments of evolution, but it still has defects.  ...  The Single Shot Multibox Detector (SSD) [138] overlays dense anchor boxes on the input image and extracts feature maps at different scales.  ... 
arXiv:2206.05542v1 fatcat:cdpn6afpvvf7hnsvry7cqbjq3u