Scalable scene understanding via saliency consensus
Sign Up to like & getrecommendations! Published in 2019 at "Soft Computing"
DOI: 10.1007/s00500-017-2939-2
Abstract: Given a single image, we propose a scene understanding framework that segments and categorizes the objects in the scene, and classifies the overall scene. A handful of frameworks already exist to perform these tasks coherently,… read more here.
Keywords: scene understanding; scalable scene; scene; object discovery ... See more keywords
Active Object Discovery and Localization Using Sound-Induced Attention
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DOI: 10.1109/tii.2020.3000240
Abstract: Industrial intelligent devices are usually equipped with both microphones and cameras to perceive and understand the physical world. Though visual object detection technology has achieved a great success, its combination with other sensing modalities remains… read more here.
Keywords: object discovery; sound induced; active object; induced attention ... See more keywords
Dataset-Driven Unsupervised Object Discovery for Region-Based Instance Image Retrieval
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2022.3141433
Abstract: Instance image retrieval could greatly benefit from discovering objects in the image dataset. This not only helps produce more reliable feature representation but also better informs users by delineating query-matched object regions. However, object classes… read more here.
Keywords: object discovery; image retrieval; instance image; image ... See more keywords