Towards Dense People Detection with Deep Learning and Depth images

14 July 2020

D. Fuentes-Jiménez

Cristina Losada-Gutiérrez

D. Casillas-Pérez

Javier Macias-Guarasa

Papers citing "Towards Dense People Detection with Deep Learning and Depth images"

25 / 25 papers shown

Title
Detecting Humans in RGB-D Data with CNNs Kaiyang Zhou A. Paiement Majid Mirmehdi 3DH 47 22 0 17 Jul 2022
DPDnet: A Robust People Detector using Deep Learning with an Overhead Depth Camera D. Fuentes-Jiménez Roberto Martín-López Cristina Losada-Gutiérrez D. Casillas-Pérez Javier Macias-Guarasa Daniel Pizarro-Perez C. Vázquez 3DH 39 21 0 01 Jun 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 164 12,299 0 23 Apr 2020
SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization Xianzhi Du Nayeon Lee Pengchong Jin Golnaz Ghiasi Mingxing Tan Huayu Chen Quoc V. Le Xiaodan Song 55 174 0 10 Dec 2019
NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection Golnaz Ghiasi Nayeon Lee Ruoming Pang Quoc V. Le ObjD 72 1,398 0 16 Apr 2019
Deep Shape-from-Template: Wide-Baseline, Dense and Fast Registration and Deformable Reconstruction from a Single Image D. Fuentes-Jiménez D. Casillas-Pérez Daniel Pizarro-Pérez Toby Collins Adrien Bartoli 3DV 3DH 51 10 0 19 Nov 2018
Benchmark Analysis of Representative Deep Neural Network Architectures Simone Bianco Rémi Cadène Luigi Celona Paolo Napoletano BDL 68 676 0 01 Oct 2018
Deep Video Portraits Hyeongwoo Kim Pablo Garrido A. Tewari Weipeng Xu Justus Thies Matthias Nießner P. Pérez Christian Richardt Michael Zollhöfer Christian Theobalt 3DH VGen 86 697 0 29 May 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 130 21,482 0 08 Apr 2018
HDM-Net: Monocular Non-Rigid 3D Reconstruction with Learned Deformation Model Vladislav Golyanik Soshi Shimada Kiran Varanasi D. Stricker 3DH 44 36 0 27 Mar 2018
Improving Generalization Performance by Switching from Adam to SGD N. Keskar R. Socher ODL 103 524 0 20 Dec 2017
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.4K 14,608 0 07 Oct 2016
Exploiting Depth from Single Monocular Images for Object Detection and Semantic Segmentation Yuanzhouhan Cao Chunhua Shen Heng Tao Shen MDE 58 66 0 06 Oct 2016
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning Hoo-Chang Shin H. Roth Mingchen Gao Le Lu Ziyue Xu Isabella Nogues Jianhua Yao D. Mollura Ronald M. Summers 74 4,610 0 10 Feb 2016
How Far are We from Solving Pedestrian Detection? Shanshan Zhang Rodrigo Benenson Mohamed Omran J. Hosang Bernt Schiele 57 492 0 03 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 886 27,416 0 02 Dec 2015
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 1.1K 15,819 0 02 Nov 2015
End-to-end people detection in crowded scenes Russell Stewart Mykhaylo Andriluka 73 545 0 16 Jun 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 718 37,020 0 08 Jun 2015
Empirical Evaluation of Rectified Activations in Convolutional Network Bing Xu Naiyan Wang Tianqi Chen Mu Li 142 2,913 0 05 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
Pedestrian Detection aided by Deep Learning Semantic Tasks Yonglong Tian Ping Luo Xiaogang Wang Xiaoou Tang 64 434 0 29 Nov 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 426 43,814 0 01 May 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 289 26,217 0 11 Nov 2013