KCCA Re-id
Improving person re-identification using KCCA We provided the implementation of the paper Giuseppe Lisanti , Iacopo Masi , Alberto Del Bimbo, “Matching People across Camera Views using Kernel Canonical Correlation Analysis”, Eighth ACM/IEEE International Conference on Distributed Smart Cameras, 2014. Requirements You need the following softw ...Pose Independent Face Recognition
Abstract: In this paper we address the problem of pose independent face recognition with a gallery set containing one frontal face image per enrolled subject while the probe set is composed by just a face image undergoing pose variations. The approach uses a set of aligned 3D models to learn deformation components using a 3D Morphable Model (3DMM). ...Person Re-identification
Abstract: With the proliferation of cameras in airports and cities, a key component in modern surveillance system is how to organize and search biometrics of people. A biometric detail that identifies a person has recently emerged in computer vision and it is the whole imaged body of the person itself. For this reason a system that is able to searc ...Mobile Robot Path Follower
Abstract: The aim of this transfer project is the motion control problem of a wheeled mobile robot (WMR) as observed from uncalibrated ceiling cameras. We develop a method that localizes the robot in real-time and smartly drives it over a path in a large environmen t with a pure pursuit controller, achieving less then 5 pixel on cross track error. ...Logging of Face Imagery
Abstract Posterity logging in support of forensic analysis of video surveillance footage can be thought of as saving a compact, semantically relevant snapshot of a scene that might be relevant for future, postmortem analysis of an event or series of events. Faces, particularly high-resolution, high-quality imagery of faces, can be a powerful seman ...Florence 2D/3D Face Dataset
by MICC – University of Florence. NOTE: This is only a preview of the dataset. This final dataset is available at https://www.micc.unifi.it/resources/datasets/florence-3d-faces/ Dataset Progress: Abstract: This article describes a new dataset under construction at the Media Integration and Communication Center and the Univers ...
These are the research projects I have been involved in. For further details click on each submenu item.