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Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks
Zhen-Hua Feng, Josef Kittler, Muhammad Awais +2
We present a new loss function, namely Wing loss, for robust facial landmark localisation with Convolutional Neural Networks (CNNs). We first compare and analyse different loss fun…
Person Re-Identification with Vision and Language
Fei Yan, Krystian Mikolajczyk, Josef Kittler
In this paper we propose a new approach to person re-identification using images and natural language descriptions. We propose a joint vision and language model based on CCA and CN…
3D Morphable Models as Spatial Transformer Networks
Anil Bas, Patrik Huber, William A. P. Smith +2
In this paper, we show how a 3D Morphable Model (i.e. a statistical model of the 3D shape of a class of objects such as faces) can be used to spatially transform input data as a mo…
Unconstrained Face Detection and Open-Set Face Recognition Challenge
Manuel Günther, Peiyun Hu, Christian Herrmann +12
Face detection and recognition benchmarks have shifted toward more difficult environments. The challenge presented in this paper addresses the next step in the direction of automat…
Face Detection, Bounding Box Aggregation and Pose Estimation for Robust Facial Landmark Localisation in the Wild
Zhen-Hua Feng, Josef Kittler, Muhammad Awais +2
We present a framework for robust face detection and landmark localisation of faces in the wild, which has been evaluated as part of `the 2nd Facial Landmark Localisation Competiti…