Learned Two-Plane Perspective Prior based Image Resampling for Efficient Object Detection

25 March 2023

Anurag Ghosh

Dinesh Reddy Narapureddy

Christoph Mertz

S. Narasimhan

ArXiv PDF HTML

Papers citing "Learned Two-Plane Perspective Prior based Image Resampling for Efficient Object Detection"

38 / 38 papers shown

Title
The 8-Point Algorithm as an Inductive Bias for Relative Pose Prediction by ViTs C. Rockwell Justin Johnson David Fouhey ViT 62 43 0 18 Aug 2022
Context-Aware Streaming Perception in Dynamic Environments Gur-Eyal Sela Ionel Gog J. Wong Kumar Krishna Agrawal Xiangxi Mo ... Eric Leong Xin Wang Bharathan Balaji Joseph E. Gonzalez Ion Stoica 42 10 0 16 Aug 2022
SALISA: Saliency-based Input Sampling for Efficient Video Object Detection B. Bejnordi A. Habibian Fatih Porikli Amir Ghodrati 62 12 0 05 Apr 2022
EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation Hansheng Chen Pichao Wang Fan Wang Wei Tian Lu Xiong Hao Li 140 147 0 24 Mar 2022
Real-time Object Detection for Streaming Perception Jinrong Yang Songtao Liu Zeming Li Xiaoping Li Jian Sun 63 49 0 23 Mar 2022
Deep vanishing point detection: Geometric priors make dataset variations vanish Yancong Lin R. Wiersma S. Pintea Klaus Hildebrandt E. Eisemann Jan van Gemert AAML 3DPC 71 24 0 16 Mar 2022
Detecting Twenty-thousand Classes using Image-level Supervision Xingyi Zhou Rohit Girdhar Armand Joulin Phillip Krahenbuhl Ishan Misra CLIP VLM 97 614 0 07 Jan 2022
Common Objects in 3D: Large-Scale Learning and Evaluation of Real-life 3D Category Reconstruction Jeremy Reizenstein Roman Shapovalov Philipp Henzler L. Sbordone Patrick Labatut David Novotny 3DPC 3DV 122 465 0 01 Sep 2021
FOVEA: Foveated Image Magnification for Autonomous Navigation Chittesh Thavamani Mengtian Li N. Cebron Deva Ramanan 50 32 0 27 Aug 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 439 21,392 0 25 Mar 2021
LaneAF: Robust Multi-Lane Detection with Affinity Fields Hala Abualsaud Sean Liu David Lu Kenny Situ Akshay Rangesh Mohan M. Trivedi 60 112 0 22 Mar 2021
Single-Image Depth Prediction Makes Feature Matching Easier Carl Toft Daniyar Turmukhambetov Torsten Sattler Fredrik Kahl Gabriel J. Brostow 3DV MDE 40 21 0 21 Aug 2020
D-VPnet: A Network for Real-time Dominant Vanishing Point Detection in Natural Scenes Yin-Bo Liu M. Zeng Qing-Hao Meng 3DPC 42 11 0 09 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 377 13,025 0 26 May 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 449 42,393 0 03 Dec 2019
NeurVPS: Neural Vanishing Point Scanning via Conic Convolution Yichao Zhou Haozhi Qi Jingwei Huang Yi-An Ma 3DPC 55 44 0 14 Oct 2019
Kornia: an Open Source Differentiable Computer Vision Library for PyTorch F. Mokhayeri Dmytro Mishkin Daniel Ponsa Ethan Rublee Gary R. Bradski VLM AI4TS 128 355 0 05 Oct 2019
MMDetection: Open MMLab Detection Toolbox and Benchmark Kai-xiang Chen Jiaqi Wang Jiangmiao Pang Yuhang Cao Yu Xiong ... Jingdong Wang Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin VOS 135 2,866 0 17 Jun 2019
Learning Perspective Undistortion of Portraits Yajie Zhao Zeng Huang Tianye Li Weikai Chen Chloe LeGendre Xinglei Ren Jun Xing Ari Shapiro Hao Li 3DH 55 26 0 18 May 2019
Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression S. Hamid Rezatofighi Deyuan Li JunYoung Gwak Amir Sadeghian Ian Reid Silvio Savarese 145 4,161 0 25 Feb 2019
AdaScale: Towards Real-time Video Object Detection Using Adaptive Scaling Ting-Wu Chin Ruizhou Ding Diana Marculescu 35 84 0 08 Feb 2019
Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving Yan Wang Wei-Lun Chao Divyansh Garg Bharath Hariharan M. Campbell Kilian Q. Weinberger 3DPC 110 999 0 18 Dec 2018
Learning to Zoom: a Saliency-Based Sampling Layer for Neural Networks Adrià Recasens Petr Kellnhofer Simon Stent Wojciech Matusik Antonio Torralba 59 131 0 10 Sep 2018
BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning Feng Yu Haofeng Chen Xin Wang Wenqi Xian Yingying Chen Fangchen Liu Vashisht Madhavan Trevor Darrell VLM 332 2,135 0 12 May 2018
FoveaNet: Perspective-aware Urban Scene Parsing Xuzhao Li Zequn Jie Wei Wang Changsong Liu Jimei Yang Xiaohui Shen Zhe Lin Qiang Chen Shuicheng Yan Jiashi Feng 3DPC 57 58 0 08 Aug 2017
Measuring Catastrophic Forgetting in Neural Networks Ronald Kemker Marc McClure Angelina Abitino Tyler L. Hayes Christopher Kanan CLL 105 719 0 07 Aug 2017
Focal Loss for Dense Object Detection Nayeon Lee Priya Goyal Ross B. Girshick Kaiming He Piotr Dollár ObjD 112 3,000 0 07 Aug 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 461 22,095 0 09 Dec 2016
Speed/accuracy trade-offs for modern convolutional object detectors Jonathan Huang V. Rathod Chen Sun Menglong Zhu Anoop Korattikara Balan ... Ian S. Fischer Z. Wojna Yang Song S. Guadarrama Kevin Patrick Murphy 3DH 3DV 88 2,572 0 30 Nov 2016
Detecting Dominant Vanishing Points in Natural Scenes with Application to Composition-Sensitive Image Retrieval Zihan Zhou F. Farhat Jianmin Wang 40 46 0 15 Aug 2016
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 157 5,522 0 09 Dec 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 684 36,923 0 08 Jun 2015
Learning both Weights and Connections for Efficient Neural Networks Song Han Jeff Pool J. Tran W. Dally CVBM 310 6,669 0 08 Jun 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 297 7,383 0 05 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 497 62,243 0 04 Jun 2015
Multi-view Convolutional Neural Networks for 3D Shape Recognition Hang Su Subhransu Maji E. Kalogerakis Erik Learned-Miller 3DV 156 3,217 0 05 May 2015
Deep Learning with Limited Numerical Precision Suyog Gupta A. Agrawal K. Gopalakrishnan P. Narayanan HAI 196 2,047 0 09 Feb 2015
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 408 43,638 0 01 May 2014