27 citations · 53 across the 16 of their papers we have counts for
16 papers
Deep Selector-JPEG: Adaptive JPEG Image Compression for Computer Vision in Image classification with Human Vision Criteria
Hossam Amer, Sepideh Shaterian, En-hui Yang
With limited storage/bandwidth resources, input images to Computer Vision (CV) applications that use Deep Neural Networks (DNNs) are often encoded with JPEG that is tailored to Hum…
High Performance Convolution Using Sparsity and Patterns for Inference in Deep Convolutional Neural Networks
Hossam Amer, Ahmed H. Salamah, Ahmad Sajedi +1
Deploying deep Convolutional Neural Networks (CNNs) is impacted by their memory footprint and speed requirements, which mainly come from convolution. Widely-used convolution algori…
Targeted Attack for Deep Hashing based Retrieval
Jiawang Bai, Bin Chen, Yiming Li +4
The deep hashing based retrieval method is widely adopted in large-scale image and video retrieval. However, there is little investigation on its security. In this paper, we propos…
A Universal Grammar-Based Code For Lossless Compression of Binary Trees
Jie Zhang, En-hui Yang, John C. Kieffer
We consider the problem of lossless compression of binary trees, with the aim of reducing the number of code bits needed to store or transmit such trees. A lossless grammar-based c…
New Non-asymptotic Random Channel Coding Theorems
En-hui Yang, Jin Meng
New non-asymptotic random coding theorems (with error probability and finite block length ) based on Gallager parity check ensemble and Shannon random code ensemble with a f…
Non-asymptotic Equipartition Properties for Independent and Identically Distributed Sources
En-Hui Yang, Jin Meng
Given an independent and identically distributed source with finite Shannon entropy or differential entropy (as the case may be) , the non-asymp…