28 citations · 120 across the 26 of their papers we have counts for
4 papers · 1 filter
Paying Attention to Activation Maps in Camera Pose Regression
Yoli Shavit, Ron Ferens, Yosi Keller
Camera pose regression methods apply a single forward pass to the query image to estimate the camera pose. As such, they offer a fast and light-weight alternative to traditional lo…
Learning Multi-Scene Absolute Pose Regression with Transformers
Yoli Shavit, Ron Ferens, Yosi Keller
Absolute camera pose regressors estimate the position and orientation of a camera from the captured image alone. Typically, a convolutional backbone with a multi-layer perceptron h…
Attention-Based Multimodal Image Matching
Aviad Moreshet, Yosi Keller
We propose an attention-based approach for multimodal image patch matching using a Transformer encoder attending to the feature maps of a multiscale Siamese CNN. Our encoder is sho…
Hierarchical Attention-based Age Estimation and Bias Estimation
Shakediel Hiba, Yosi Keller
In this work we propose a novel deep-learning approach for age estimation based on face images. We first introduce a dual image augmentation-aggregation approach based on attention…