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Object Detection with Deep Learning: A Review

15 July 2018

Papers citing "Object Detection with Deep Learning: A Review"

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Title
Pansharpening by convolutional neural networks in the full resolution framework Matteo Ciotola S. Vitale Antonio Mazza Giovanni Poggi Giuseppe Scarpa 67 74 0 16 Nov 2021
A Survey of Visual Transformers Yang Liu Yao Zhang Yixin Wang Feng Hou Jin Yuan Jiang Tian Yang Zhang Zhongchao Shi Jianping Fan Zhiqiang He 3DGS ViT 189 356 0 11 Nov 2021
A fast accurate fine-grain object detection model based on YOLOv4 deep neural network Anisha Roy Rikhi Bose Jayabrata Bhaduri 81 226 0 30 Oct 2021
A Comparative Review of Recent Few-Shot Object Detection Algorithms Jiaxu Leng Taiyue Chen Gao Xinbo Yongtao Yu Ye Wang Feng Gao Wang Yue ObjD 94 16 0 30 Oct 2021
Xar-Trek: Run-time Execution Migration among FPGAs and Heterogeneous-ISA CPUs E. Horta Ho-Ren Chuang Naarayanan Rao VSathish Cesar J. Philippidis A. Barbalace Pierre Olivier B. Ravindran 11 5 0 27 Oct 2021
Which Samples Should be Learned First: Easy or Hard? Xiaoling Zhou Ou Wu 69 17 0 11 Oct 2021
Graphs as Tools to Improve Deep Learning Methods Carlos Lassance Myriam Bontonou Mounia Hamidouche Bastien Pasdeloup Lucas Drumetz Vincent Gripon GNN AI4CE AAML 87 0 0 08 Oct 2021
Multi-Object Tracking with Deep Learning Ensemble for Unmanned Aerial System Applications Wanlin Xie J. Ide Daniel Izadi Sean Banger Thayne T. Walker Ryan Ceresani Dylan Spagnuolo Christopher Guagliano Henry Diaz Jason C. Twedt VOT 54 4 0 05 Oct 2021
Mask or Non-Mask? Robust Face Mask Detector via Triplet-Consistency Representation Learning Chunxi Yang Thanh Hai Phung Hong-Han Shuai Wen-Huang Cheng CVBM 84 14 0 01 Oct 2021
A Survey on Cost Types, Interaction Schemes, and Annotator Performance Models in Selection Algorithms for Active Learning in Classification M. Herde Denis Huseljic Bernhard Sick A. Calma 89 25 0 23 Sep 2021
Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu 115 16 0 07 Sep 2021
Evaluating the Single-Shot MultiBox Detector and YOLO Deep Learning Models for the Detection of Tomatoes in a Greenhouse S. Magalhães Luís Castro Germano Moreira F. Santos Mário Cunha Jorge Dias A. Moreira 57 124 0 02 Sep 2021
Benchmarking the Robustness of Instance Segmentation Models Said Fahri Altindis Yusuf Dalva Hamza Pehlivan Aysegül Dündar VLM OOD 222 12 0 02 Sep 2021
NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks Haekyu Park Nilaksh Das Rahul Duggal Austin P. Wright Omar Shaikh Fred Hohman Duen Horng Chau HAI 74 25 0 29 Aug 2021
Multi defect detection and analysis of electron microscopy images with deep learning Mingren Shen Guanzhao Li Dongxian Wu Yuhan Liu J. Greaves ... Bryan Sanchez Oigimer Torres Wei Li Kevin G. Field D. Morgan 37 43 0 19 Aug 2021
Full-resolution quality assessment for pansharpening Giuseppe Scarpa Matteo Ciotola 130 35 0 13 Aug 2021
Learning Visual Affordance Grounding from Demonstration Videos Hongcheng Luo Wei Zhai Jing Zhang Yang Cao Dacheng Tao 48 24 0 12 Aug 2021
Applications of Artificial Neural Networks in Microorganism Image Analysis: A Comprehensive Review from Conventional Multilayer Perceptron to Popular Convolutional Neural Network and Potential Visual Transformer Jinghua Zhang Chen Li Yi Yin Jiawei Zhang M. Grzegorzek 105 149 0 01 Aug 2021
C^3Net: End-to-End deep learning for efficient real-time visual active camera control C. Kyrkou 46 5 0 28 Jul 2021
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets Muhammed Muzammul Xi Li ObjD 101 11 0 16 Jul 2021
Solving inverse problems with deep neural networks driven by sparse signal decomposition in a physics-based dictionary Gaëtan Rensonnet Louise Adam Benoit Macq MedIm 62 6 0 16 Jul 2021
Real-Time Pothole Detection Using Deep Learning Anas Al Shaghouri R. Alkhatib Samir Berjaoui 35 53 0 13 Jul 2021
Prediction Surface Uncertainty Quantification in Object Detection Models for Autonomous Driving Ferhat Ozgur Catak T. Yue Shaukat Ali 76 22 0 11 Jul 2021
Optimizing Data Processing in Space for Object Detection in Satellite Imagery Martina Lofqvist José Cano 46 5 0 08 Jul 2021
Learning from scarce information: using synthetic data to classify Roman fine ware pottery Santos J. Núñez Jareño Daniël P. van Helden Evgeny M. Mirkes I. Tyukin Penelope Allison 74 5 0 03 Jul 2021
Dataset and Benchmarking of Real-Time Embedded Object Detection for RoboCup SSL Roberto Fernandes Walber M. Rodrigues Edna N. S. Barros ObjD 45 7 0 28 Jun 2021
A Construction Kit for Efficient Low Power Neural Network Accelerator Designs Petar Jokic E. Azarkhish Andrea Bonetti M. Pons S. Emery Luca Benini 66 4 0 24 Jun 2021
Joint Deep Reversible Regression Model and Physics-Informed Unsupervised Learning for Temperature Field Reconstruction Zhiqiang Gong Weien Zhou Jun Zhang Wei Peng Wen Yao AI4CE 77 12 0 22 Jun 2021
Evaluation of a Region Proposal Architecture for Multi-task Document Layout Analysis Lorenzo Quirós Enrique Vidal 52 3 0 22 Jun 2021
Dive into Deep Learning Aston Zhang Zachary Chase Lipton Mu Li Alexander J. Smola VLM 104 572 0 21 Jun 2021
A system of vision sensor based deep neural networks for complex driving scene analysis in support of crash risk assessment and prevention Muhammad Monjurul Karim Yu Li Ruwen Qin Zhaozheng Yin 31 8 0 18 Jun 2021
Invisible for both Camera and LiDAR: Security of Multi-Sensor Fusion based Perception in Autonomous Driving Under Physical-World Attacks Yulong Cao* Ningfei Wang* Chaowei Xiao Dawei Yang Jin Fang Ruigang Yang Qi Alfred Chen Mingyan D. Liu Yue Liu AAML 101 226 0 17 Jun 2021
Multiscale IoU: A Metric for Evaluation of Salient Object Detection with Fine Structures Azim Ahmadzadeh Dustin J. Kempton Yang Chen R. Angryk 52 6 0 30 May 2021
Unsupervised Domain Adaptation of Object Detectors: A Survey Poojan Oza Vishwanath A. Sindagi Vibashan Vs Vishal M. Patel OOD ObjD 119 183 0 27 May 2021
What is the State of the Art of Computer Vision-Assisted Cytology? A Systematic Literature Review André Victória Matias João Gustavo Atkinson Amorim Luiz Antonio Buschetto Macarini Allan Cerentini A. S. Onofre F. Onofre Felipe Perozzo Daltoé M. Stemmer A. V. Wangenheim 96 20 0 24 May 2021
Social Behaviour Understanding using Deep Neural Networks: Development of Social Intelligence Systems Ethan Lim Ding Feng Zhi-Wei Neo Aaron William De Silva Kellie Sim Hong-Ray Tan T. Nguyen K. Koh Wenru Wang Hoang D. Nguyen 24 3 0 20 May 2021
Coconut trees detection and segmentation in aerial imagery using mask region-based convolution neural network M. Iqbal Hazrat Ali Son N. Tran Talha Iqbal 24 44 0 10 May 2021
Instance segmentation of fallen trees in aerial color infrared imagery using active multi-contour evolution with fully convolutional network-based intensity priors P. Polewski Jacquelyn A. Shelton W. Yao M. Heurich 109 27 0 05 May 2021
A Survey of Modern Deep Learning based Object Detection Models Syed Sahil Abbas Zaidi M. S. Ansari Asra Aslam N. Kanwal M. Asghar Brian Lee VLM ObjD 157 760 0 24 Apr 2021
CapillaryNet: An Automated System to Quantify Skin Capillary Density and Red Blood Cell Velocity from Handheld Vital Microscopy Maged Abdalla Helmy Abdou Anastasiya Dykky T. Truong Paulo Ferreira E. Jul 32 8 0 23 Apr 2021
Computer Vision-based Social Distancing Surveillance Solution with Optional Automated Camera Calibration for Large Scale Deployment Sreetama Das Anirban Nag Dhruba Adhikary Ramswaroop Jeevan Ram BR Aravind S. Ojha Guruprasad M. Hegde 67 6 0 22 Apr 2021
RingCNN: Exploiting Algebraically-Sparse Ring Tensors for Energy-Efficient CNN-Based Computational Imaging Chao-Tsung Huang 92 10 0 19 Apr 2021
Application of Computer Vision and Machine Learning for Digitized Herbarium Specimens: A Systematic Literature Review Burhan Rashid Hussein O. A. Malik Wee-Hong Ong Johan Willem Frederik Slik 20 4 0 18 Apr 2021
Incremental Multi-Target Domain Adaptation for Object Detection with Efficient Domain Transfer Le Thanh Nguyen-Meidine M. Kiran M. Pedersoli Jose Dolz Louis-Antoine Blais-Morin Eric Granger 83 26 0 13 Apr 2021
SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points Matching Xiangde Luo Tao Song Guotai Wang Jieneng Chen Yinan Chen Kang Li Dimitris N. Metaxas Shaoting Zhang 59 74 0 12 Apr 2021
Enhancing Object Detection for Autonomous Driving by Optimizing Anchor Generation and Addressing Class Imbalance Manuel Carranza-García Pedro Lara-Benítez Jorge García-Gutiérrez José Cristóbal Riquelme Santos ObjD 69 35 0 08 Apr 2021
The SARAS Endoscopic Surgeon Action Detection (ESAD) dataset: Challenges and methods V. Bawa Gurkirt Singh Francis KapingA I. Skarga-Bandurova Elettra Oleari ... Li Li Armando Stabile Francesco Setti R. Muradore Fabio Cuzzolin 61 41 0 07 Apr 2021
Robotic Waste Sorter with Agile Manipulation and Quickly Trainable Detector Takuya Kiyokawa Hiroki Katayama Yuya Tatsuta Jun Takamatsu T. Ogasawara 47 13 0 02 Apr 2021
Resource-aware Time Series Imaging Classification for Wireless Link Layer Anomalies Blaž Bertalanič Marko Meza Carolina Fortuna 61 29 0 02 Apr 2021
Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark Brian K. S. Isaac-Medina Matt Poyser Daniel Organisciak Chris G. Willcocks T. Breckon Hubert P. H. Shum 77 61 0 25 Mar 2021