Publication

GestureGAN for Hand Gesture-to-Gesture Translation in the Wild

Related publications (21)

Discriminative Learning of Deep Convolutional Feature Point Descriptors

Deep learning has revolutionalized image-level tasks such as classification, but patch-level tasks, such as correspondence, still rely on hand-crafted features, e.g. SIFT. In this paper we use Convolutional Neural Networks (CNNs) to learn discriminant patc ...

2015

Gesture control interface for immersive panoramic displays

In this paper, we propose a gesture-based interface designed to interact with panoramic scenes. The system combines novel static gestures with a fast hand tracking method. Our proposal is to use static gestures as shortcuts to activate functionalities of t ...

2014

Kinect=IMU? Learning MIMO Signal Mappings to Automatically Translate Activity Recognition Systems Across Sensor Modalities

José del Rocio Millán Ruiz, Ricardo Andres Chavarriaga Lozano, Hesam Sagha, Daniel Roggen

We propose a method to automatically translate a pre-existing activity recognition system, devised for a source sensor domain S, so that it can operate on a newly discovered target sensor domain T , possibly of different modality. First, we use MIMO system ...

2012

Automatic Role Recognition in Multiparty Conversations: an Approach Based on Turn Organization, Prosody and Conditional Random Fields

Alessandro Vinciarelli

Roles are a key aspect of social interactions, as they contribute to the overall predictability of social behavior (a necessary requirement to deal effectively with the people around us), and they result in stable, possibly machine-detectable behavioral pa ...

2012

Designable Visual Markers for Mobile Human-Computer Interaction

Enrico Costanza

Visual markers are graphic symbols designed to be easily recognised by machines. They are traditionally used to track goods, but there is increasing interest in their application to mobile human-computer interaction (HCI). By scanning a visual marker throu ...

EPFL2010

A comparative study of two state-of-the-art sequence processing techniques for hand gesture recognition

Sébastien Marcel, Agnès Just

In this paper, we address the problem of the recognition of isolated, complex, dynamic hand gestures. The goal of this paper is to provide an empirical comparison of two state-of-the-art techniques for temporal event modeling combined with specific feature ...

2009

Multi-Finger Interactions with Papers on Augmented Tabletops

Pierre Dillenbourg, Frédéric Kaplan

Although many augmented tabletop systems have shown the potential and usability of finger-based interactions and paper-based interfaces, they have mainly dealt with each of them separately. In this paper, we introduce a novel method aimed to improve human ...

ACM Press2009

Fast multi-view face tracking with pose estimation

Jean-Philippe Thiran, Javier Cruz Mota, Julien Meynet

In this paper, a fast and an effective multi-view face tracking algorithm with head pose estimation is introduced. For modeling the face pose we employ a tree of boosted classiﬁers built using either Haar-like ﬁlters or Gauss ﬁlters. A ﬁrst classiﬁer extra ...

2008

Application of 3D range camera in virtual human-computer interfaces

Huan Du

In this work, we propose new ways to employ 3D-ranging systems in advanced human-computer interfaces and show that they can be used for precise hand-tracking systems aiming at virtual keyboard or mouse applications. We first implement a Structured Light (S ...

EPFL2008

GestureGAN for Hand Gesture-to-Gesture Translation in the Wild

Discriminative Learning of Deep Convolutional Feature Point Descriptors

Gesture control interface for immersive panoramic displays

Kinect=IMU? Learning MIMO Signal Mappings to Automatically Translate Activity Recognition Systems Across Sensor Modalities

Automatic Role Recognition in Multiparty Conversations: an Approach Based on Turn Organization, Prosody and Conditional Random Fields

Designable Visual Markers for Mobile Human-Computer Interaction

A comparative study of two state-of-the-art sequence processing techniques for hand gesture recognition

Multi-Finger Interactions with Papers on Augmented Tabletops

Fast multi-view face tracking with pose estimation

Application of 3D range camera in virtual human-computer interfaces

Graph Chatbot

Discriminative Learning of Deep Convolutional Feature Point Descriptors

Gesture control interface for immersive panoramic displays

Kinect=IMU? Learning MIMO Signal Mappings to Automatically Translate Activity Recognition Systems Across Sensor Modalities

Automatic Role Recognition in Multiparty Conversations: an Approach Based on Turn Organization, Prosody and Conditional Random Fields

Designable Visual Markers for Mobile Human-Computer Interaction

A comparative study of two state-of-the-art sequence processing techniques for hand gesture recognition

Multi-Finger Interactions with Papers on Augmented Tabletops

Fast multi-view face tracking with pose estimation

Application of 3D range camera in virtual human-computer interfaces

Two-handed gestures for human-computer interaction

Two-handed gestures for human-computer interaction