Dense Tiny Object Detection: A Scene Context Guided Approach and a Unified Benchmark
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2024.3357706
Abstract: With the continuous advancement of remote sensing observation technology, wide-area observation, and high-resolution imaging make remote sensing images contain a large number of dense tiny objects. The detection of dense tiny objects is a very… read more here.
Keywords: detection; scene; scene context; dense tiny ... See more keywords
KLDet: Detecting Tiny Objects in Remote Sensing Images via Kullback–Leibler Divergence
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2024.3382099
Abstract: Remote sensing images (RSIs) frequently contain quite a few tiny objects with a finite number of pixels to study. The limited spatial information poses a challenge for extracting discriminative features for representing the characteristics of… read more here.
Keywords: kullback leibler; leibler divergence; remote sensing; tiny objects ... See more keywords
An Adaptive Sample Assignment Network for Tiny Object Detection
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2023.3305120
Abstract: Tiny objects often have a small proportion of pixels in the image, leading to significant differences in the number of positive and negative samples and the lack of feature information. Accurately determining the position and… read more here.
Keywords: detection; object detection; sample; tiny objects ... See more keywords