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Unlocking implicit motion for evaluating image complexity

delete2025-07-08
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PRE
AI
Y
Yixiao Li
杨
杨小远 (Xiaoyuan Yang) *
Y
Yuqing Luo
H
Hadi Amirpour
H
Hantao Liu
W
Wei Zhou *
DOI:10.1016/j.displa.2025.103131delete
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Abstract

Abstract

En 中文
• A novel motion inspired image complexity assessment (ICA) metric (MICM). • Explicitly mining implicit motion information in static information of images. • A hierarchical loss enhances motion representation by video-to-text alignments. • Empirical results highlight the importance of implicit motion in ICA.

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IF:
3.4
Papers:
2.3K
Citations:
3.2K

Organization

B
Beihang University
Scholars:
5.2W
Papers: 4.1W
Citations: 37
C
Cardiff University
Scholars:
2.7W
Papers: 2.5W
Citations: 3.5W
U
University of Klagenfurt
Scholars:
946
Papers: 1.0K
Citations: 1.0K
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Cited Papers

Cited Papers

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Implied motion from static photographs influences the perceived position of stationary objects
err2011-01-01
err0
PREAI
errAndrea Pavan; Luigi F. Cuturi; Marcello Maniglia; Clara Casco; Gianluca Campana
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Perceiving Action from Static Images: The Role of Spatial Context
err
IF0
err2003-06-18
err0
PREAI
errElisabetta Zibetti; Charles Tijus
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VisualCOMET: Reasoning About the Dynamic Context of a Still Image
err2020-10-29
err0
errOAAI
errJae Sung Park; Chandra Bhagavatula; Roozbeh Mottaghi; Ali Farhadi; Yejin Choi
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Blind Image Quality Estimation via Distortion Aggravation
err2018-06-01
err328
PREAI
errMin, Xiongkuo; Zhai, Guangtao; Gu, Ke; Liu, Yutao; Yang, Xiaokang
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Blind Image Quality Assessment via Cross-View Consistency
err2023-01-01
err30
PREAI
errZhu, Yucheng; Li, Yunhao; Sun, Wei; Min, Xiongkuo; Zhai, Guangtao; Yang, Xiaokang
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