Deep Learning for Generic Object Detection: A Survey

6 September 2018

Wanli Ouyang

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

50 / 81 papers shown

Title
Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Yi Yu Botao Ren Peiyuan Zhang Mingxin Liu Junwei Luo Shaofeng Zhang Feipeng Da Junchi Yan Xue Yang 3DPC 106 1 0 06 Feb 2025
Assessing the Capability of YOLO- and Transformer-based Object Detectors for Real-time Weed Detection Alicia Allmendinger Ahmet Oğuz Saltık Gerassimos G. Peteinatos Anthony Stein Roland Gerhards 72 1 0 29 Jan 2025
Open World Object Detection: A Survey Yiming Li Yi Wang Wenqian Wang Dan Lin Bingbing Li Kim-Hui Yap ObjD 30 0 0 15 Oct 2024
Scale-Invariant Object Detection by Adaptive Convolution with Unified Global-Local Context Amrita Singh Snehasis Mukherjee 26 0 0 17 Sep 2024
Understanding How Blind Users Handle Object Recognition Errors: Strategies and Challenges Jonggi Hong Hernisa Kacorri HAI 26 2 0 06 Aug 2024
Towards Reflected Object Detection: A Benchmark Zhongtian Wang You Wu Hui Zhou Shuiwang Li ObjD 19 2 0 08 Jul 2024
GWLZ: A Group-wise Learning-based Lossy Compression Framework for Scientific Data Wenqi Jia Sian Jin Jinzhen Wang Wei Niu Dingwen Tao Miao Yin 11 3 0 20 Apr 2024
LEOD: Label-Efficient Object Detection for Event Cameras Ziyi Wu Mathias Gehrig Qing Lyu Xudong Liu Igor Gilitschenski 25 12 0 29 Nov 2023
Deep MDP: A Modular Framework for Multi-Object Tracking Abhineet Singh VOT 16 0 0 22 Oct 2023
Fundamental Limits of Deep Learning-Based Binary Classifiers Trained with Hinge Loss T. Getu Georges Kaddoum M. Bennis 32 1 0 13 Sep 2023
Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects Chunming He Kai Li Yachao Zhang Yulun Zhang Z. Guo Xiu Li Martin Danelljan F. I. F. Richard Yu AAML 25 44 0 06 Aug 2023
Supervised Homography Learning with Realistic Dataset Generation Hai Jiang Haipeng Li Songchen Han Haoqiang Fan Bing Zeng Shuaicheng Liu GAN 25 8 0 28 Jul 2023
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence Xia Huang Kai Fong Ernest Chong 33 2 0 19 Jul 2023
YOGA: Deep Object Detection in the Wild with Lightweight Feature Learning and Multiscale Attention Raja Sunkara Tie-Mei Luo ObjD 17 12 0 12 Jul 2023
Object Detection in Hyperspectral Image via Unified Spectral-Spatial Feature Aggregation Xiaohua He Chang-Fu Tang Xinwang Liu Wei Zhang Kun Sun Jiangfeng Xu 11 18 0 14 Jun 2023
Group channel pruning and spatial attention distilling for object detection Yun Chu Pu Li Yong Bai Zhuhua Hu Yongqing Chen Jiafeng Lu VLM 22 13 0 02 Jun 2023
Diversifying Deep Ensembles: A Saliency Map Approach for Enhanced OOD Detection, Calibration, and Accuracy Stanislav Dereka I. Karpukhin Maksim Zhdanov Sergey Kolesnikov 28 0 0 19 May 2023
How Deep Learning Sees the World: A Survey on Adversarial Attacks & Defenses Joana Cabral Costa Tiago Roxo Hugo Manuel Proença Pedro R. M. Inácio AAML 24 47 0 18 May 2023
NoiseTrans: Point Cloud Denoising with Transformers Guangzhe Hou G. Qin Minghui Sun Yanhua Liang Jie Yan Zhonghan Zhang 3DPC ViT 12 2 0 24 Apr 2023
Boosting Convolutional Neural Networks with Middle Spectrum Grouped Convolution Z. Su Jiehua Zhang Tianpeng Liu Zhen Liu Shuanghui Zhang M. Pietikäinen Li Liu 19 2 0 13 Apr 2023
Navigating to Objects Specified by Images Jacob Krantz Théophile Gervet Karmesh Yadav Austin S. Wang Chris Paxton Roozbeh Mottaghi Dhruv Batra Jitendra Malik Stefan Lee Devendra Singh Chaplot 27 36 0 03 Apr 2023
Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey Huali Xu Shuaifeng Zhi Shuzhou Sun Vishal M. Patel Li Liu 23 13 0 15 Mar 2023
MixVPR: Feature Mixing for Visual Place Recognition A. Ali-bey B. Chaib-draa Philippe Giguère 11 131 0 03 Mar 2023
TAU: A Framework for Video-Based Traffic Analytics Leveraging Artificial Intelligence and Unmanned Aerial Systems Bilel Benjdira Anis Koubaa A. Azar Zahid Khan Adel Ammar W. Boulila 8 26 0 01 Mar 2023
RipViz: Finding Rip Currents by Learning Pathline Behavior Akila de Silva Mona Zhao Donald Stewart Fahim Hasan Gregory Dusek James Davis Alex Pang 9 7 0 25 Feb 2023
DrasCLR: A Self-supervised Framework of Learning Disease-related and Anatomy-specific Representation for 3D Medical Images K. Yu Li Sun Junxiang Chen Maxwell Reynolds Tigmanshu Chaudhary Kayhan Batmanghelich 14 1 0 21 Feb 2023
Oriented Object Detection in Optical Remote Sensing Images using Deep Learning: A Survey Kunlin Wang Zi Wang Zhang Li Ang Su Xichao Teng Minhao Liu Qifeng Yu Qifeng Yu ObjD 74 7 0 21 Feb 2023
STB-VMM: Swin Transformer Based Video Motion Magnification Ricard Lado-Roigé M. A. Pérez 14 13 0 20 Feb 2023
GPTR: Gestalt-Perception Transformer for Diagram Object Detection Xin Hu Lingling Zhang Jun Liu Jinfu Fan Yang You Yaqiang Wu ViT 24 5 0 29 Dec 2022
Motion Informed Object Detection of Small Insects in Time-lapse Camera Recordings K. Bjerge C. Frigaard H. Karstoft 11 3 0 01 Dec 2022
GLFF: Global and Local Feature Fusion for AI-synthesized Image Detection Yan Ju Shan Jia Jia Cai Haiying Guan Siwei Lyu CVBM 28 25 0 16 Nov 2022
YORO -- Lightweight End to End Visual Grounding Chih-Hui Ho Srikar Appalaraju Bhavan A. Jasani R. Manmatha Nuno Vasconcelos ObjD 21 21 0 15 Nov 2022
Learning to Discover and Detect Objects V. Fomenko Ismail Elezi Deva Ramanan Laura Leal-Taixé Aljosa Osep ObjD 22 10 0 19 Oct 2022
A Proper Orthogonal Decomposition approach for parameters reduction of Single Shot Detector networks L. Meneghetti N. Demo G. Rozza 10 1 0 27 Jul 2022
Learning with Weak Annotations for Robust Maritime Obstacle Detection Lojze Žust Matej Kristan 16 1 0 27 Jun 2022
Object Scene Representation Transformer Mehdi S. M. Sajjadi Daniel Duckworth Aravindh Mahendran Sjoerd van Steenkiste Filip Pavetić Mario Luvcić Leonidas J. Guibas Klaus Greff Thomas Kipf ViT OCL 16 89 0 14 Jun 2022
RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks Shanghua Gao Zhong-Yu Li Qi Han Ming-Ming Cheng Liang Wang 17 33 0 14 Jun 2022
Monitoring of Pigmented Skin Lesions Using 3D Whole Body Imaging David Ahmedt-Aristizabal Chuong H. Nguyen Lachlan Tychsen-Smith Ashley Stacey Shenghong Li J. Pathikulangara L. Petersson Dadong Wang 3DH MedIm 13 13 0 14 May 2022
Dense residual Transformer for image denoising Chao Yao Shuo Jin Meiqin Liu Xiaojuan Ban ViT 26 29 0 14 May 2022
Deep Learning and Computer Vision Techniques for Microcirculation Analysis: A Review Maged Abdalla Helmy Abdou T. Truong E. Jul Paulo Ferreira 8 8 0 11 May 2022
Activating More Pixels in Image Super-Resolution Transformer Xiangyu Chen Xintao Wang Jiantao Zhou Yu Qiao Chao Dong ViT 47 594 0 09 May 2022
Automatic Image Content Extraction: Operationalizing Machine Learning in Humanistic Photographic Studies of Large Visual Archives Anssi Männistö Mert Seker Alexandros Iosifidis Jenni Raitoharju VLM 8 5 0 05 Apr 2022
Accelerating DETR Convergence via Semantic-Aligned Matching Gongjie Zhang Zhipeng Luo Yingchen Yu Kaiwen Cui Shijian Lu ViT 38 100 0 14 Mar 2022
Evaluating Object (mis)Detection from a Safety and Reliability Perspective: Discussion and Measures Andrea Ceccarelli Leonardo Montecchi 11 9 0 04 Mar 2022
Hybrid Optimized Deep Convolution Neural Network based Learning Model for Object Detection Venkata Beri ObjD 16 0 0 02 Mar 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision T. Elsken Arber Zela J. H. Metzen B. Staffler Thomas Brox Abhinav Valada Frank Hutter OOD 20 17 0 15 Feb 2022
On the Complexity of Object Detection on Real-world Public Transportation Images for Social Distancing Measurement N. F. N. Aznan John Brennan D. Bell J. Jonczyk Paul Watson 20 1 0 14 Feb 2022
Attentional Feature Refinement and Alignment Network for Aircraft Detection in SAR Imagery Yan Zhao Lingjun Zhao Zhongkang Liu Dewen Hu Gangyao Kuang Li Liu 10 29 0 18 Jan 2022
GUNNEL: Guided Mixup Augmentation and Multi-View Fusion for Aquatic Animal Segmentation Minh-Quan Le Trung-Nghia Le Tam V. Nguyen Isao Echizen M. Tran 13 0 0 12 Dec 2021
BoxeR: Box-Attention for 2D and 3D Transformers Duy-Kien Nguyen Jihong Ju Olaf Booji Martin R. Oswald Cees G. M. Snoek ViT 18 36 0 25 Nov 2021