原创 READING NOTE: Beyond Skip Connections: Top-Down Modulation for Object Detection
TITLE: Beyond Skip Connections: Top-Down Modulation for Object Detection AUTHOR: Abhinav Shrivastava, Rahul Sukthan
原创 READING NOTE: Understanding Convolution for Semantic Segmentation
TITLE: Understanding Convolution for Semantic Segmentation AUTHOR: Panqu Wang, Pengfei Chen, Ye Yuan, Ding Liu, Zeh
原创 Reading Note: MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
TITLE: MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications AUTHOR: Andrew G. Howard
原创 READING NOTE: Optimizing Deep CNN-Based Queries over Video Streams at Scale
TITLE: Optimizing Deep CNN-Based Queries over Video Streams at Scale AUTHOR: Daniel Kang, John Emmons, Firas Abuzai
原创 READING NOTE: Towards Accurate Multi-person Pose Estimation in the Wild
TITLE: Towards Accurate Multi-person Pose Estimation in the Wild AUTHOR: George Papandreou, Tyler Zhu, Nori Kanazaw
原创 READING NOTE: A New Convolutional Network-in-Network Structure
TITLE: A New Convolutional Network-in-Network Structure and Its Applications in Skin Detection, Semantic Segmentati
原创 An Introduction to CNN based Object Detection
1. Content Brief Revisit to the “Ancient” Algorithm HOG (before *2007) DPM (*2010~2014) Epochal Evolution of R-CN
原创 READING NOTE: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
TITLE: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields AUTHOR: Zhe Cao, Tomas Simon, Shih-En We
原创 READING NOTE: YOLO9000: Better, Faster, Stronger
TITLE: YOLO9000: Better, Faster, Stronger AUTHOR: Joseph Redmon, Ali Farhadi ASSOCIATION: University of Washingt
原创 Reading Note: MobileNets V2
TITLE: Inverted Residuals and Linear Bottlenecks: Mobile Networks for Classification, Detection and Segmentation AU
原创 READING NOTE: Pixel Objectness
TITLE: Pixel Objectness AUTHOR: Suyog Dutt Jain, Bo Xiong, Kristen Grauman ASSOCIATION: The University of Texas at
原创 READING NOTE: Feature Pyramid Networks for Object Detection
TITLE: Feature Pyramid Networks for Object Detection AUTHOR: Tsung-Yi Lin, Piotr Dollár, Ross Girshick, Kaiming He,
原创 READING NOTE: DSSD: Deconvolutional Single Shot Detector
TITLE: DSSD: Deconvolutional Single Shot Detector AUTHER: Cheng-Yang Fu, Wei Liu, Ananth Ranga, Ambrish Tyagi, Alex
原创 READING NOTE: FastMask: Segment Multi-scale Object Candidates in One Shot
TITLE: FastMask: Segment Multi-scale Object Candidates in One Shot AUTHOR: Hexiang Hu, Shiyi Lan, Yuning Jiang, Zhi
原创 READING NOTE: Learning to Detect Human-Object Interactions
TITLE: Learning to Detect Human-Object Interactions AUTHOR: Yu-Wei Chao, Yunfan Liu, Xieyang Liu, Huayi Zeng, Jia D