Deep Learning for Generic Object Detection: A Survey

6 September 2018

Wanli Ouyang

Papers citing "Deep Learning for Generic Object Detection: A Survey"

42 / 92 papers shown

Title
BoxeR: Box-Attention for 2D and 3D Transformers Duy-Kien Nguyen Jihong Ju Olaf Booji Martin R. Oswald Cees G. M. Snoek ViT 20 36 0 25 Nov 2021
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation Laurynas Karazija Iro Laina Christian Rupprecht 3DV VOS 25 83 0 19 Nov 2021
Learning Distilled Collaboration Graph for Multi-Agent Perception Yiming Li Shunli Ren Pengxiang Wu Siheng Chen Chen Feng Wenjun Zhang 9 237 0 01 Nov 2021
ConAM: Confidence Attention Module for Convolutional Neural Networks Yu Xue Ziming Yuan Ferrante Neri 8 1 0 27 Oct 2021
Sim2Air - Synthetic aerial dataset for UAV monitoring A. Barišić Frano Petrić Stjepan Bogdan 10 20 0 11 Oct 2021
ViDT: An Efficient and Effective Fully Transformer-based Object Detector Hwanjun Song Deqing Sun Sanghyuk Chun Varun Jampani Dongyoon Han Byeongho Heo Wonjae Kim Ming-Hsuan Yang 78 75 0 08 Oct 2021
Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection using Meta-Learning VS Vibashan Domenick Poster Suya You Shuowen Hu Vishal M. Patel AI4CE 11 30 0 07 Oct 2021
Anchor-free Oriented Proposal Generator for Object Detection Gong Cheng Jiabao Wang Ke Li Xingxing Xie Chunbo Lang Yanqing Yao Junwei Han ObjD 23 291 0 05 Oct 2021
A Comparison of Deep Saliency Map Generators on Multispectral Data in Object Detection Jens Bayer David Munch Michael Arens 3DPC 17 3 0 26 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 11 138 0 01 Aug 2021
Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional Pixel Synthesis Yutong He Dingjie Wang Nicholas Lai William Zhang Chenlin Meng Marshall Burke David B. Lobell Stefano Ermon 8 24 0 22 Jun 2021
Boggart: Towards General-Purpose Acceleration of Retrospective Video Analytics Neil Agarwal Ravi Netravali 11 14 0 21 Jun 2021
Mobile Augmented Reality: User Interfaces, Frameworks, and Intelligence Jacky Cao Kit-Yung Lam Lik-Hang Lee Xiaoli Liu Pan Hui Xiang Su 14 83 0 16 Jun 2021
Probabilistic Ranking-Aware Ensembles for Enhanced Object Detections Mingyuan Mao Baochang Zhang David Doermann Jie Guo Shumin Han Yuan Feng Xiaodi Wang Errui Ding 11 2 0 07 May 2021
Opening up Open-World Tracking Yang Liu Idil Esen Zulfikar Jonathon Luiten Achal Dave Deva Ramanan Bastian Leibe Aljosa Osep Laura Leal-Taixé 20 51 0 22 Apr 2021
SPARK: SPAcecraft Recognition leveraging Knowledge of Space Environment M. A. Musallam Kassem Al Ismaeil O. Oyedotun M. Perez Michel Poucet Djamila Aouada 17 15 0 13 Apr 2021
Region Similarity Representation Learning Tete Xiao Colorado Reed Xiaolong Wang Kurt Keutzer Trevor Darrell VLM SSL 19 116 0 24 Mar 2021
Recent Advances in Deep Learning Techniques for Face Recognition Md. Tahmid Hasan Fuad Awal Ahmed Fime Delowar Sikder Md. Akil Raihan Iftee Jakaria Rabbi Mabrook S. Al-Rakhami Abdu H. Gumaei Ovishake Sen Mohtasim Fuad Md. Nazrul Islam 10 63 0 18 Mar 2021
Automated Rip Current Detection with Region based Convolutional Neural Networks Akila de Silva Issei Mori Gregory Dusek James Davis A. Pang 20 38 0 04 Feb 2021
Deep Learning for Instance Retrieval: A Survey Wei-Neng Chen Yu Liu Weiping Wang E. Bakker Theodoros Georgiou Paul Fieguth Li Liu M. Lew VLM 8 144 0 27 Jan 2021
Deep Learning for Road Traffic Forecasting: Does it Make a Difference? Eric L. Manibardo I. Laña Javier Del Ser AI4TS 19 66 0 02 Dec 2020
LittleYOLO-SPP: A Delicate Real-Time Vehicle Detection Algorithm Sri Jamiya S Esther Rani P ObjD 9 71 0 11 Nov 2020
Dynamic Adversarial Patch for Evading Object Detection Models Shahar Hoory T. Shapira A. Shabtai Yuval Elovici AAML 8 40 0 25 Oct 2020
Temporal Self-Ensembling Teacher for Semi-Supervised Object Detection Cong Chen Shouyang Dong Ye Tian K. Cao Li Liu Yuanhao Guo 23 28 0 13 Jul 2020
Cyclic Differentiable Architecture Search Hongyuan Yu Houwen Peng Yan Huang Jianlong Fu Hao Du Liang Wang Haibin Ling 3DPC 19 48 0 18 Jun 2020
Foreground-Background Imbalance Problem in Deep Object Detectors: A Review Joya Chen Qi Wu Dong Liu Tong Bill Xu ObjD 10 24 0 16 Jun 2020
Regularization Methods for Generative Adversarial Networks: An Overview of Recent Studies Minhyeok Lee Junhee Seok GAN 10 25 0 19 May 2020
Effect of Annotation Errors on Drone Detection with YOLOv3 Aybora Koksal K. G. Ince Aydin Alatan 6 19 0 02 Apr 2020
Deep Domain Adaptive Object Detection: a Survey Wanyi Li Fuyu Li Yongkang Luo Peng Wang Jia sun ObjD 6 60 0 17 Feb 2020
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 23 665 0 16 Oct 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 9 57 0 25 Sep 2019
Imbalance Problems in Object Detection: A Review Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas ObjD 11 450 0 31 Aug 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo S. Hoi VLM ObjD 23 789 0 10 Aug 2019
Disentangling Monocular 3D Object Detection Andrea Simonelli Samuel Rota Buló Lorenzo Porzi Manuel López-Antequera Peter Kontschieder 3DPC 11 448 0 29 May 2019
Efficient Object Embedding for Spliced Image Retrieval Bor-Chun Chen Zuxuan Wu L. Davis Ser-Nam Lim 16 8 0 28 May 2019
Graph-Based Global Reasoning Networks Yunpeng Chen Marcus Rohrbach Zhicheng Yan Shuicheng Yan Jiashi Feng Yannis Kalantidis GNN NAI 246 453 0 30 Nov 2018
DetNet: A Backbone network for Object Detection Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian-jun Sun ObjD 79 259 0 17 Apr 2018
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 228 2,231 0 24 Jun 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,568 0 09 Mar 2017
Arbitrary-Oriented Scene Text Detection via Rotation Proposals Jianqi Ma Weiyuan Shao Hao Ye Li Wang Hong Wang Yingbin Zheng Xiangyang Xue 156 1,170 0 03 Mar 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 278 10,544 0 19 Feb 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,290 0 05 Nov 2016