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A Distributed Representation of Temporal Context
Journal of Mathematical Psychology, 2002zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Howard, Marc W., Kahana, Michael J.
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End-to-End Deep Video Compression Based on Hierarchical Temporal Context Learning
IEEE transactions on multimediaEmerging learning-based video compression suffers from error propagation in long group of pictures (GOP), yielding limited coding performance. To address this problem, a novel end-to-end Deep Video Compression method based on Hierarchical Temporal ...
Kejun Wu +4 more
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Temporal context in object recognition
2012 IEEE International Workshop on Machine Learning for Signal Processing, 2012Sparse coding has become a popular way to learn feature representation from the data itself. However, temporal context, when present, can provide useful information and alleviate instability in sparse representation. Here we show that when sparse coding is used in conjunction with a dynamical system, the extracted features can provide better ...
Rakesh Chalasani, José C. Príncipe
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Dynamic temporal interpretation contexts for temporal abstraction
Proceedings Third International Workshop on Temporal Representation and Reasoning (TIME '96), 1998The temporal-abstraction task is the task of abstracting higher-level concepts from time-stamped data in a context-sensitive manner. We have developed and implemented a formal knowledge-based framework for decomposing and solving that task that supports acquisition, maintenance, reuse, and sharing of temporal-abstraction knowledge.
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Hierarchical Temporal Context Learning for Camera-based Semantic Scene Completion
European Conference on Computer VisionCamera-based 3D semantic scene completion (SSC) is pivotal for predicting complicated 3D layouts with limited 2D image observations. The existing mainstream solutions generally leverage temporal information by roughly stacking history frames to ...
Bohan Li +6 more
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Target-Aware Tracking With Spatial-Temporal Context Attention
IEEE transactions on circuits and systems for video technology (Print)Current trackers only rely on a fixed target template to localize the target in each frame, which is however prone to fail in case of fast appearance changes or the presence of distractor objects.
Kaijie He +5 more
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Temporal Context and Environment-Aware Correlation Filter for UAV Object Tracking
IEEE Transactions on Geoscience and Remote SensingIn this article, we propose a temporal context and environment-aware correlation filter (CF) for unmanned aerial vehicle (UAV) object tracking. First, we exploit environmental residuals between two adjacent frames to enhance the discrimination ability ...
Bing He +5 more
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Space and context in the temporal cortex
Hippocampus, 2007AbstractThe hippocampus has a critical role in certain kinds of spatial memory processes. Hippocampal “place” cells, fire selectively when an animal is in a particular location within the environment. It is thought that this activity underlies a representation of the environment that can be used for memory‐based spatial navigation.
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On Temporal Cardinality in the Context of the TOWL Language
2008The TOWL language is a temporal ontology language built on top of OWL-DL that enables descriptions involving time and temporal aspects such as change and state transitions. Extending OWL-DL into a temporal context does not only relate to providing the adequate expressiveness for such a goal, but also ensuring that static concepts preserve their meaning
Viorel Milea +3 more
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Temporal-Context Enhanced Detection of Heavily Occluded Pedestrians
Computer Vision and Pattern Recognition, 2020State-of-the-art pedestrian detectors have performed promisingly on non-occluded pedestrians, yet they are still confronted by heavy occlusions. Although many previous works have attempted to alleviate the pedestrian occlusion issue, most of them rest on
Jialian Wu +5 more
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