Results 11 to 20 of about 7,519,950 (294)
Understanding Scene Understanding [PDF]
Frontiers in Psychology, 2013 WHAT DOES IT MEAN TO “UNDERSTAND” A SCENE? Look very briefly at the picture on the next page (Figure 1); what do you see? Decades of research has shown that it is possible to extract the gist of a scene very quickly (Potter, 1975; Friedman, 1979); even from the briefest of glances you could probably classify this scene as some sort of race.
Gregory eZelinsky
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Biomimetic Incremental Domain Generalization with a Graph Network for Surgical Scene Understanding [PDF]
Biomimetics, 2022 Surgical scene understanding is a key barrier for situation-aware robotic surgeries and the associated surgical training. With the presence of domain shifts and the inclusion of new instruments and tissues, learning domain generalization (DG) plays a ...
Lalithkumar Seenivasan +4 more
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Guest Editorial: Scene Understanding [PDF]
International Journal of Computer Vision, 2015 Scene understanding is the ability to visually analyze a scene to answer questions such as: What is happening? Why is it happening? What will happen next? What should I do? For example, in the context of driving safety, the vision system would need to recognize nearby people and vehicles, anticipate their motions, infer traffic patterns, and detect ...
Hoiem, Derek +3 more
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Introduction to Multimodal Scene Understanding [PDF]
, 2019 A fundamental goal of computer vision is to discover the semantic information within a given scene, commonly referred to as scene understanding. The overall goal is to find a mapping to derive semantic information from sensor data, which is an extremely challenging task, partially due to the ambiguities in the appearance of the data.
Yang, Michael Ying +2 more
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Time-Interval-Guided Event Representation for Scene Understanding [PDF]
SensorsThe recovery of scenes under extreme lighting conditions is pivotal for effective image analysis and feature detection. Traditional cameras face challenges with low dynamic range and limited spectral response in such scenarios. In this paper, we advocate
Boxuan Wang +5 more
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Perceiving like a Bat: Hierarchical 3D Geometric–Semantic Scene Understanding Inspired by a Biomimetic Mechanism [PDF]
Biomimetics, 2023 Geometric–semantic scene understanding is a spatial intelligence capability that is essential for robots to perceive and navigate the world. However, understanding a natural scene remains challenging for robots because of restricted sensors and time ...
Chi Zhang +6 more
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ISPRS International Journal of Geo-Information, 2021 Earth Observation data possess tremendous potential in understanding the dynamics of our planet. We propose the Semantics-driven Remote Sensing Scene Understanding (Sem-RSSU) framework for rendering comprehensive grounded spatio-contextual scene ...
Abhishek V. Potnis +2 more
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Scene as Occupancy and Reconstruction: A Comprehensive Dataset for Unstructured Scene Understanding [PDF]
Scientific DataAs autonomous driving technology steps into the phase of large-scale commercialization, safety and comfort have become key indicators for measuring its performance.
Long Chen +5 more
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Scene understanding by rule evaluation
IEEE Transactions on Pattern Analysis and Machine Intelligence, 1997 We consider how machine learning can be used to help solve the problem of identifying objects or structures composed of parts in complex scenes. We first discuss a conditional rule generation technique that is designed to describe structures using part attributes and their relations.
Walter F. Bischof, Terry Caelli
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Applied Sciences, 2019 As a fundamental and important task in remote sensing, remote sensing image scene understanding (RSISU) has attracted tremendous research interest in recent years.
Yating Gu, Yantian Wang, Yansheng Li
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