18 citations · 35 across the 15 of their papers we have counts for
4 papers · 2 filters
SFU-HW-Tracks-v1: Object Tracking Dataset on Raw Video Sequences
Takehiro Tanaka, Hyomin Choi, Ivan V. Bajić
We present a dataset that contains object annotations with unique object identities (IDs) for the High Efficiency Video Coding (HEVC) v1 Common Test Conditions (CTC) sequences. Gro…
Using Deep Image Prior to Assist Variational Selective Segmentation Deep Learning Algorithms
Liam Burrows, Ke Chen, Francesco Torella
Variational segmentation algorithms require a prior imposed in the form of a regularisation term to enforce smoothness of the solution. Recently, it was shown in the Deep Image Pri…
Analysis of Latent-Space Motion for Collaborative Intelligence
Mateen Ulhaq, Ivan V. Bajić
When the input to a deep neural network (DNN) is a video signal, a sequence of feature tensors is produced at the intermediate layers of the model. If neighboring frames of the inp…
Latent-Space Inpainting for Packet Loss Concealment in Collaborative Object Detection
Ivan V. Bajić
Edge devices, such as cameras and mobile units, are increasingly capable of performing sophisticated computation in addition to their traditional roles in sensing and communicating…