333 citations · 1.2k across the 45 of their papers we have counts for
5 papers · 1 filter
Automatic Query Image Disambiguation for Content-Based Image Retrieval
Björn Barz, Joachim Denzler
Query images presented to content-based image retrieval systems often have various different interpretations, making it difficult to identify the search objective pursued by the us…
Her2 Challenge Contest: A Detailed Assessment of Automated Her2 Scoring Algorithms in Whole Slide Images of Breast Cancer Tissues
Talha Qaiser, Abhik Mukherjee, Chaitanya Reddy Pb +19
Evaluating expression of the Human epidermal growth factor receptor 2 (Her2) by visual examination of immunohistochemistry (IHC) on invasive breast cancer (BCa) is a key part of th…
Generalized orderless pooling performs implicit salient matching
Marcel Simon, Yang Gao, Trevor Darrell +2
Most recent CNN architectures use average pooling as a final feature encoding step. In the field of fine-grained recognition, however, recent global representations like bilinear p…
Fast Learning and Prediction for Object Detection using Whitened CNN Features
Björn Barz, Erik Rodner, Christoph Käding +1
We combine features extracted from pre-trained convolutional neural networks (CNNs) with the fast, linear Exemplar-LDA classifier to get the advantages of both: the high detection…
Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning
Marc Aubreville, Christian Knipfer, Nicolai Oetter +7
Oral Squamous Cell Carcinoma (OSCC) is a common type of cancer of the oral epithelium. Despite their high impact on mortality, sufficient screening methods for early diagnosis of O…