Semantic and Spatial Co-Occurrence Analysis on Object Pairs for Urban Scene Classification
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2018.2854159
Abstract: Urban scene classifications with very-high-resolution (VHR) satellite images play an important role in urban functional-zone investigation and landscape analysis. Most scene classification techniques utilize visual features which however are weak in identifying scenes, as scenes… read more here.
Keywords: scene classification; semantic spatial; scene; analysis ... See more keywords
Compensating for Local Ambiguity With Encoder-Decoder in Urban Scene Segmentation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3157128
Abstract: Semantic segmentation plays a critical role in scene understanding for self-driving vehicles. A line of efforts has proven that global context matters in urban scene segmentation due to massive scale changes. However, we find that… read more here.
Keywords: urban scene; segmentation; scene segmentation; encoder ... See more keywords
Urban scene semantic segmentation with insufficient labeled data
Sign Up to like & getrecommendations! Published in 2019 at "China Communications"
DOI: 10.23919/jcc.2019.11.017
Abstract: Semantic segmentation of urban scenes is an enabling factor for a wide range of applications. With the development of deep learning in recent years, semantic segmentation tasks using high-capacity models have achieved considerable successes on… read more here.
Keywords: labeled data; insufficient labeled; urban scene; semantic segmentation ... See more keywords