14 citations · 27 across the 4 of their papers we have counts for
6 papers
HSMF-Net: Semantic Viewport Prediction for Immersive Telepresence and On-Demand 360-degree Video
Tamay Aykut, Basak Gülezyüz, Bernd Girod +1
The acceptance of immersive telepresence systems is impeded by the latency that is present when mediating the realistic feeling of presence in a remote environment to a local human…
Transform Quantization for CNN (Convolutional Neural Network) Compression
Sean I. Young, Wang Zhe, David Taubman +1
In this paper, we compress convolutional neural network (CNN) weights post-training via transform quantization. Previous CNN quantization techniques tend to ignore the joint statis…
LiFF: Light Field Features in Scale and Depth
Donald G. Dansereau, Bernd Girod, Gordon Wetzstein
Feature detectors and descriptors are key low-level vision tools that many higher-level tasks build on. Unfortunately these fail in the presence of challenging light transport effe…
Recurrent Neural Networks for Person Re-identification Revisited
Jean-Baptiste Boin, Andre Araujo, Bernd Girod
The task of person re-identification has recently received rising attention due to the high performance achieved by new methods based on deep learning. In particular, in the contex…
Large-Scale Query-by-Image Video Retrieval Using Bloom Filters
Andre Araujo, Jason Chaves, Haricharan Lakshman +2
We consider the problem of using image queries to retrieve videos from a database. Our focus is on large-scale applications, where it is infeasible to index each database video fra…
Distributed Rate Allocation Policies for Multi-Homed Video Streaming over Heterogeneous Access Networks
Xiaoqing Zhu, Piyush Agrawal, Jatinder Pal Singh +2
We consider the problem of rate allocation among multiple simultaneous video streams sharing multiple heterogeneous access networks. We develop and evaluate an analytical framework…