multi-temporal

English

Etymology

From multi- +‎ temporal.

Pronunciation

  • IPA(key): /ˌmʌl.tiˈtɛm.pə.ɹəl/

Adjective

multi-temporal (not comparable)

  1. (computer vision, artificial intelligence, robotics) Of, relating to, or specifying multidimensional visual datasets, maps, or environment views captured across multiple distinct points in time, serving as the input corpus for vision-language models or predictive neural architectures to decode structural, environmental, or spatial changes.
    • 1999, "Establishing a global forest monitoring capability using multi-resolution and multi-temporal remotely sensed data sets", The NASA LCLUC Program (USGS Publications Warehouse):
      Sample project: establishing a global forest monitoring capability using multi-resolution and multi-temporal remotely sensed data sets...
    • 2019, N. C. Mira et al., "Crop type classification using multi-temporal multispectral data...", Harvard University (SAO/NASA ADS):
      In this paper we aim to exploit the temporal dimension on the crop type classification using multi-temporal multispectral data and machine learning techniques.
    • 2022, T. Heyer et al., "The Multi-Temporal Database of Planetary Image...", Harvard University (SAO/NASA ADS):
      Multi-temporal images, i.e., images covering the same surface at different times, are essential for the analysis and understanding of short-term, long-term, and [dynamic surface processes]...
  2. (machine learning, artificial intelligence) Of or relating to sensory fusion layers, parallel network branches, attention mechanics, or predictive algorithms engineered to model, align, or cross-optimize state embeddings and structural features derived from non-simultaneous temporal sequences.
    • 2011, “Table 1 NASA MODIS and other multi-temporal data used...”, in ResearchGate:
      Table 1 NASA MODIS and other multi-temporal data used in the present study.
    • 2019, L. Zhong et al., Deep learning based multi-temporal crop classification, ScienceDirect:
      In these methods, the sequential relationship of multi-temporal observations was not explicitly considered, which might ignore some useful information in time...
    • 2024, G. Mugambi et al., “Multi-Temporal Feature Fusion for Spatial...”, in ACM Digital Library:
      This study focused on combining features extracted from multi-temporal images to create a comprehensive representation...

Antonyms

  • uni-temporal
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