A Large Contextual Dataset for Classification, Detection and Counting of Cars with Deep Learning

14 September 2016

Papers citing "A Large Contextual Dataset for Classification, Detection and Counting of Cars with Deep Learning"

42 / 42 papers shown

Title
FocalCount: Towards Class-Count Imbalance in Class-Agnostic Counting Huilin Zhu Jingling Yuan Zhengwei Yang Yu Guo Xian Zhong Shengfeng He 44 0 0 15 Feb 2025
CountGD: Multi-Modal Open-World Counting Niki Amini-Naieni Tengda Han Andrew Zisserman ObjD 64 8 0 05 Jul 2024
Zero-Shot Object Counting with Language-Vision Models Jingyi Xu Hieu M. Le Dimitris Samaras VLM DiffM 35 4 0 22 Sep 2023
Remote Sensing Object Detection Meets Deep Learning: A Meta-review of Challenges and Advances Xiangrong Zhang Tianyang Zhang Guanchun Wang Peng Zhu Xu Tang Xiuping Jia Licheng Jiao ObjD 49 46 0 13 Sep 2023
STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning Tao Han Lei Bai Lin Liu Wanli Ouyang 24 36 0 21 Aug 2023
Zero-shot Object Counting Jingyi Xu Hieu M. Le Vu Nguyen Viresh Ranjan Dimitris Samaras 29 41 0 03 Mar 2023
GCNet: Probing Self-Similarity Learning for Generalized Counting Network Mingjie Wang Yande Li Jun Zhou Graham W. Taylor Minglun Gong 23 11 0 10 Feb 2023
A Low-Shot Object Counting Network With Iterative Prototype Adaptation Nikola Djukic A. Lukežič Vitjan Zavrtanik Matej Kristan 19 45 0 15 Nov 2022
Centerpoints Are All You Need in Overhead Imagery James Mason Inder Mark Lowell A. J. Maltenfort 3DPC 36 2 0 04 Oct 2022
Dense-TNT: Efficient Vehicle Type Classification Neural Network Using Satellite Imagery Ruikang Luo Yaofeng Song Haiying Zhao Yicheng Zhang Yi Zhang Nanbin Zhao Liping Huang Rong Su ViT 16 11 0 27 Sep 2022
Empirical Evaluation of Physical Adversarial Patch Attacks Against Overhead Object Detection Models Gavin Hartnett Li Ang Zhang Caolionn L O'Connell A. Lohn Jair Aguirre AAML 17 3 0 25 Jun 2022
Exemplar Free Class Agnostic Counting Viresh Ranjan Minh Hoai 15 37 0 27 May 2022
Learning to Count Anything: Reference-less Class-agnostic Counting with Weak Supervision Michael A. Hobley V. Prisacariu 47 36 0 20 May 2022
Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles Benjamin Kiefer D. Ott A. Zell 31 44 0 22 Dec 2021
HeterPS: Distributed Deep Learning With Reinforcement Learning Based Scheduling in Heterogeneous Environments Ji Liu Zhihua Wu Dianhai Yu Yanjun Ma Danlei Feng Minxu Zhang Xinxuan Wu Xuefeng Yao Dejing Dou 16 44 0 20 Nov 2021
Airplane Detection Based on Mask Region Convolution Neural Network W. Alshaibani M. Helvaci Ibraheem Shayea H. Mohamad 31 4 0 29 Aug 2021
Physical Adversarial Attacks on an Aerial Imagery Object Detector Andrew Du Bo Chen Tat-Jun Chin Yee Wei Law Michele Sasdelli Ramesh Rajasegaran Dillon Campbell AAML 28 60 0 26 Aug 2021
Adapting Vehicle Detector to Target Domain by Adversarial Prediction Alignment Yohei Koga H. Miyazaki Ryosuke Shibasaki 22 1 0 06 Jul 2021
SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water Leon Amadeus Varga Benjamin Kiefer Martin Messmer A. Zell 29 110 0 05 May 2021
Oriented Bounding Boxes for Small and Freely Rotated Objects Mohsen Zand Ali Etemad Michael A. Greenspan ObjD 28 54 0 24 Apr 2021
FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery Xian Sun Peijin Wang Zhiyuan Yan F. Xu Ruiping Wang ... Tao Xu M. Weinmann Stefan Hinz Cheng Wang Kun Fu ObjD AI4TS 23 360 0 09 Mar 2021
Counting and Locating High-Density Objects Using Convolutional Neural Network Mauro dos Santos de Arruda L. Osco Plabiany Rodrigo Acosta D. Gonçalves J. M. Junior ... E. Matsubara Zhipeng Luo Jonathan Li J. Silva W. Gonçalves 28 19 0 08 Feb 2021
Geography-Aware Self-Supervised Learning Kumar Ayush Burak Uzkent Chenlin Meng Kumar Tanmay Marshall Burke David B. Lobell Stefano Ermon SSL 37 227 0 19 Nov 2020
Artificial Intelligence Enabled Traffic Monitoring System Vishal Mandal Abdul Rashid Mussah Peng Jin Y. Adu-Gyamfi 25 50 0 02 Oct 2020
Distortion-Adaptive Grape Bunch Counting for Omnidirectional Images R. Akai Yuzuko Utsumi Y. Miwa Masakazu Iwamura K. Kise 18 4 0 28 Aug 2020
Counting from Sky: A Large-scale Dataset for Remote Sensing Object Counting and A Benchmark Method Guangshuai Gao Qingjie Liu Yunhong Wang 13 53 0 28 Aug 2020
Accelerating Deep Learning Applications in Space Martina Lofqvist José Cano 34 19 0 21 Jul 2020
On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances and Million-AID Yang Long Guisong Xia Shengyang Li Wen Yang M. Yang Xiaoxiang Zhu Liangpei Zhang Deren Li 16 21 0 22 Jun 2020
Efficient Saliency Maps for Explainable AI T. Nathan Mundhenk Barry Y. Chen Gerald Friedland XAI FAtt 21 73 0 26 Nov 2019
Guided Attention Network for Object Detection and Counting on Drones Yuanqiang Cai Dawei Du Libo Zhang Longyin Wen Weiqiang Wang Y. Wu Siwei Lyu 19 58 0 25 Sep 2019
Bayesian Loss for Crowd Count Estimation with Point Supervision Zhiheng Ma Xing Wei Xiaopeng Hong Yihong Gong 3DPC 34 481 0 10 Aug 2019
AI Enabling Technologies: A Survey V. Gadepally Justin A. Goodwin J. Kepner Albert Reuther Hayley Reynolds S. Samsi Jonathan Su David Martinez 27 24 0 08 May 2019
Improving Strong-Scaling of CNN Training by Exploiting Finer-Grained Parallelism Nikoli Dryden N. Maruyama Tom Benson Tim Moon M. Snir B. Van Essen 20 49 0 15 Mar 2019
Faster RER-CNN: application to the detection of vehicles in aerial images Jean Ogier du Terrail F. Jurie ObjD 19 28 0 20 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 21 123 0 10 Sep 2018
Overhead Detection: Beyond 8-bits and RGB E. Mace Keith Manville M. Barbu-McInnis Michael Laielli Matthew K. Klaric Samuel Dooley 21 7 0 07 Aug 2018
Global Sum Pooling: A Generalization Trick for Object Counting with Small Datasets of Large Images Shubhra Aich Ian Stavness 19 20 0 28 May 2018
You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery A. V. Etten ObjD 8 302 0 24 May 2018
Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy F. Scheidegger R. Istrate G. Mariani Luca Benini C. Bekas C. Malossi VLM 29 44 0 26 Mar 2018
Improving Object Counting with Heatmap Regulation Shubhra Aich Ian Stavness 17 33 0 14 Mar 2018
Spatiotemporal Modeling for Crowd Counting in Videos Feng Xiong Xingjian Shi Dit-Yan Yeung 25 184 0 25 Jul 2017
Drone-based Object Counting by Spatially Regularized Regional Proposal Network Meng-Ru Hsieh Yen-Liang Lin Winston H. Hsu 24 410 0 19 Jul 2017