Learning Open-World Object Proposals Without Learning to Classify
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2022.3146922
Abstract: Object proposals have become an integral pre-processing step of many vision pipelines including object detection, weakly supervised detection, object discovery, tracking, etc. Compared to the learning-free methods, learning-based proposals have become popular recently due to… read more here.
Keywords: learning open; detection; open world; object ... See more keywords
A Minimum Barrier Distance Based Saliency Box for Object Proposals Generation
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DOI: 10.1109/lsp.2018.2844097
Abstract: Object proposals generation plays an important role in computer vision. A good object proposals generation model should assign obviously high and low objectness score to the window that contains complete objects and incomplete objects, respectively.… read more here.
Keywords: saliency; object proposals; proposals generation; box ... See more keywords
Stereo Object Proposals
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DOI: 10.1109/tip.2016.2627819
Abstract: Object proposal detection is an effective way of accelerating object recognition. Existing proposal methods are mostly based on detecting object boundaries, which may not be effective for cluttered backgrounds. In this paper, we leverage stereopsis… read more here.
Keywords: object proposals; stereo object; proposal; proposals stereo ... See more keywords
An improved real-time object proposals generation method based on local binary pattern
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Advanced Robotic Systems"
DOI: 10.1177/1729881417724679
Abstract: Generating a group of category-independent proposals of objects in an image within a very short time is an effective approach to accelerate traditional sliding window search, which has been widely used in preprocessing step of… read more here.
Keywords: object proposals; generation method; method; proposals generation ... See more keywords