54 citations · 119 across the 4 of their papers we have counts for
5 papers
Similarity search in the blink of an eye with compressed indices
Cecilia Aguerrebere, Ishwar Bhati, Mark Hildebrand +2
Nowadays, data is represented by vectors. Retrieving those vectors, among millions and billions, that are similar to a given query is a ubiquitous problem, known as similarity sear…
A Practical Guide to Multi-image Alignment
Cecilia Aguerrebere, Mauricio Delbracio, Alberto Bartesaghi +1
Multi-image alignment, bringing a group of images into common register, is an ubiquitous problem and the first step of many applications in a wide variety of domains. As a result,…
A Bayesian Hyperprior Approach for Joint Image Denoising and Interpolation, with an Application to HDR Imaging
Cecilia Aguerrebere, Andrés Almansa, Julie Delon +2
Recently, impressive denoising results have been achieved by Bayesian approaches which assume Gaussian models for the image patches. This improvement in performance can be attribut…
Probabilistic Fluorescence-Based Synapse Detection
Anish K. Simhal, Cecilia Aguerrebere, Forrest Collman +5
Brain function results from communication between neurons connected by complex synaptic networks. Synapses are themselves highly complex and diverse signaling machines, containing…
Fundamental Limits in Multi-image Alignment
Cecilia Aguerrebere, Mauricio Delbracio, Alberto Bartesaghi +1
The performance of multi-image alignment, bringing different images into one coordinate system, is critical in many applications with varied signal-to-noise ratio (SNR) conditions.…