Towards Closing the Energy Gap Between HOG and CNN Features for Embedded
Vision

Towards Closing the Energy Gap Between HOG and CNN Features for Embedded Vision

17 March 2017

Amr Suleiman

Papers citing "Towards Closing the Energy Gap Between HOG and CNN Features for Embedded Vision"

10 / 10 papers shown

Title
An Overview of Violence Detection Techniques: Current Challenges and Future Directions N. Mumtaz N. Ejaz Shabana Habib Syed Muhammad Mohsin Prayag Tiwari Shahab S. Band Neeraj Kumar 42 28 0 21 Sep 2022
YOLOpeds: Efficient Real-Time Single-Shot Pedestrian Detection for Smart Camera Applications C. Kyrkou 3DH 9 16 0 27 Jul 2020
Efficient ConvNet-based Object Detection for Unmanned Aerial Vehicles by Selective Tile Processing George Plastiras C. Kyrkou T. Theocharides 17 55 0 14 Nov 2019
Neural Network Design for Energy-Autonomous AI Applications using Temporal Encoding S. Mileiko Thanasin Bunnam F. Xia R. Shafik Alex Yakovlev Shidhartha Das 19 0 0 15 Oct 2019
FixyNN: Efficient Hardware for Mobile Computer Vision via Transfer Learning P. Whatmough Chuteng Zhou Patrick Hansen S. Venkataramanaiah Jae-sun Seo Matthew Mattina 15 57 0 27 Feb 2019
ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model Haichuan Yang Yuhao Zhu Ji Liu 36 40 0 05 Dec 2018
Energy Efficient Hardware for On-Device CNN Inference via Transfer Learning P. Whatmough Chuteng Zhou Patrick Hansen Matthew Mattina 9 0 0 04 Dec 2018
SIPs: Succinct Interest Points from Unsupervised Inlierness Probability Learning Titus Cieslewski Konstantinos G. Derpanis Davide Scaramuzza 28 7 0 03 May 2018
Euphrates: Algorithm-SoC Co-Design for Low-Power Mobile Continuous Vision Yuhao Zhu A. Samajdar Matthew Mattina P. Whatmough 32 87 0 29 Mar 2018
Hardware for Machine Learning: Challenges and Opportunities Vivienne Sze Yu-hsin Chen Joel S. Einer Amr Suleiman Zhengdong Zhang 22 77 0 22 Dec 2016