Concept
Computer vision
Related publications (1,000)
Weakly supervised joint whole-slide segmentation and classification in prostate cancer
Maria Gabrani, Guillaume Jaume, Pushpak Pati, Zeineb Ayadi, Kevin Thandiackal
The identification and segmentation of histological regions of interest can provide significant support to pathologists in their diagnostic tasks. However, segmentation methods are constrained by the difficulty in obtaining pixel-level annotations, which a ...
ELSEVIER2023Recognizing distant faces
Lukas Vogelsang, Marin Vogelsang
As an 'early alerting' sense, one of the primary tasks for the human visual system is to recognize distant objects. In the specific context of facial identification, this ecologically important task has received surprisingly little attention. Most studies ...
PERGAMON-ELSEVIER SCIENCE LTD2023GECCO: Geometrically-Conditioned Point Diffusion Models
Pascal Fua, Eduard Trulls Fortuny, Michal Jan Tyszkiewicz
Diffusion models generating images conditionally on text, such as Dall-E 2 [51] and Stable Diffusion[53], have recently made a splash far beyond the computer vision community. Here, we tackle the related problem of generating point clouds, both uncondition ...
Ieee Computer Soc2023Visual Scene Understanding for Transportation: From Detecting Objects To Relationships
Transportation, which deals with moving people and goods around, has a clear impact on the economic development of our society and our well-being. Traditionally, transportation was studied and analyzed using expensive sensors, such as induction loops, that ...
EPFL2022Learning to Represent and Reconstruct 3D Deformable Objects
Representing and reconstructing 3D deformable shapes are two tightly linked problems that have long been studied within the computer vision field. Deformable shapes are truly ubiquitous in the real world, whether be it specific object classes such as human ...
EPFL2022Learning rich optical embeddings for privacy-preserving lensless image classification
Martin Vetterli, Eric Bezzam, Matthieu Martin Jean-André Simeoni
By replacing the lens with a thin optical element, lensless imaging enables new applications and solutions beyond those supported by traditional camera design and post-processing, e.g. compact and lightweight form factors and visual privacy. The latter ari ...
2022