5 papers · 1 filter
Salience-SGG: Enhancing Unbiased Scene Graph Generation with Iterative Salience Estimation
Runfeng Qu, Ole Hall, Pia K Bideau +4
Scene Graph Generation (SGG) suffers from a long-tailed distribution, where a few predicate classes dominate while many others are underrepresented, leading to biased models that u…
How Do You Perceive My Face? Recognizing Facial Expressions in Multi-Modal Context by Modeling Mental Representations
Florian Blume, Runfeng Qu, Pia Bideau +3
Facial expression perception in humans inherently relies on prior knowledge and contextual cues, contributing to efficient and flexible processing. For instance, multi-modal emotio…
The Right Spin: Learning Object Motion from Rotation-Compensated Flow Fields
Pia Bideau, Erik Learned-Miller, Cordelia Schmid +1
Both a good understanding of geometrical concepts and a broad familiarity with objects lead to our excellent perception of moving objects. The human ability to detect and segment m…
A modular framework for object-based saccadic decisions in dynamic scenes
Nicolas Roth, Pia Bideau, Olaf Hellwich +2
Visually exploring the world around us is not a passive process. Instead, we actively explore the world and acquire visual information over time. Here, we present a new model for s…
It's Moving! A Probabilistic Model for Causal Motion Segmentation in Moving Camera Videos
Pia Bideau, Erik Learned-Miller
The human ability to detect and segment moving objects works in the presence of multiple objects, complex background geometry, motion of the observer, and even camouflage. In addit…