Recent Advances in Deep Learning for Object Detection

10 August 2019

Papers citing "Recent Advances in Deep Learning for Object Detection"

50 / 59 papers shown

Title
SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements Haiyang Xie Xi Shen Shihua Huang Qirui Wang Zheng Wang 27 0 0 10 Mar 2025
Improved YOLOv5s model for key components detection of power transmission lines C. L. P. Chen Guowu Yuan Hao Zhou Yi-An Ma 52 11 0 10 Feb 2025
EC-IoU: Orienting Safety for Object Detectors via Ego-Centric Intersection-over-Union Brian Hsuan-Cheng Liao Chih-Hong Cheng Hasan Esen Alois Knoll EgoV 48 0 0 03 Jan 2025
Spatial Transformer Network YOLO Model for Agricultural Object Detection Yash Zambre Ankit Varshney Akshatha Mohan Joshua Peeples 16 0 0 31 Jul 2024
Semi-Supervised Object Detection: A Survey on Progress from CNN to Transformer Tahira Shehzadi Ifza Didier Stricker Muhammad Zeshan Afzal ViT 27 0 0 11 Jul 2024
Enhanced Automotive Object Detection via RGB-D Fusion in a DiffusionDet Framework Eliraz Orfaig Inna Stainvas Igal Bilik 26 0 0 05 Jun 2024
Deep Learning Innovations for Underwater Waste Detection: An In-Depth Analysis Jaskaran Singh Walia K. PavithraL 22 3 0 28 May 2024
Efficient Parameter Mining and Freezing for Continual Object Detection Angelo G. Menezes Augusto J. Peterlevitz Mateus A. Chinelatto André C. P. L. F. de Carvalho 27 0 0 20 Feb 2024
SAWEC: Sensing-Assisted Wireless Edge Computing Khandaker Foysal Haque Francesca Meneghello Md. Ebtidaul Karim Francesco Restuccia 18 1 0 15 Feb 2024
Generalized Mask-aware IoU for Anchor Assignment for Real-time Instance Segmentation Baris Can Cam Kemal Oksuz Fehmi Kahraman Z. S. Baltaci Sinan Kalkan Emre Akbas 15 0 0 28 Dec 2023
Deep learning for 3D Object Detection and Tracking in Autonomous Driving: A Brief Survey Yang Peng 3DPC 19 4 0 10 Nov 2023
Faster and Accurate Neural Networks with Semantic Inference Sazzad Sayyed Jonathan D. Ashdown Francesco Restuccia 8 0 0 02 Oct 2023
Improved Crop and Weed Detection with Diverse Data Ensemble Learning Muhammad Asad Saeed Anwar Abdul Bais 14 4 0 02 Oct 2023
Unveiling the frontiers of deep learning: innovations shaping diverse domains Shams Forruque Ahmed Md. Sakib Bin Alam Maliha Kabir Shaila Afrin Sabiha Jannat Rafa Aanushka Mehjabin Amir H. Gandomi AI4CE 26 2 0 06 Sep 2023
On Data Imbalance in Molecular Property Prediction with Pre-training Limin Wang Masatoshi Hanai Toyotaro Suzumura Shun Takashige Kenjiro Taura AI4CE 22 0 0 17 Aug 2023
Towards Establishing Systematic Classification Requirements for Automated Driving Kent Mori Trent Brown Steven C. Peters 12 0 0 26 Jul 2023
TreeFormer: a Semi-Supervised Transformer-based Framework for Tree Counting from a Single High Resolution Image H. A. Amirkolaee Miaojing Shi Mark Mulligan ViT 11 11 0 12 Jul 2023
Lightweight wood panel defect detection method incorporating attention mechanism and feature fusion network Yongxin Cao Fanghua Liu Lai Jiang Cheng Bao You Miao Yang Chen 13 2 0 21 Jun 2023
Weakly Supervised Lesion Detection and Diagnosis for Breast Cancers with Partially Annotated Ultrasound Images Jian Wang Liang Qiao Shichong Zhou Jin Zhou Jun Wang Juncheng Li Shihui Ying Cai Chang Jun Shi 8 13 0 12 Jun 2023
T-ADAF: Adaptive Data Augmentation Framework for Image Classification Network based on Tensor T-product Operator F. Han Yun Miao Zhao Sun Yimin Wei 10 6 0 07 Jun 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 67 7 0 21 Feb 2023
Accelerated Video Annotation driven by Deep Detector and Tracker Eric Price Aamir Ahmad 9 3 0 19 Feb 2023
Team DETR: Guide Queries as a Professional Team in Detection Transformers Tian Qiu Linyun Zhou Wenxiang Xu Lechao Cheng Zunlei Feng Min-Gyoo Song 20 3 0 14 Feb 2023
Deep Learning Computer Vision Algorithms for Real-time UAVs On-board Camera Image Processing A. Palmas P. Andronico 6 3 0 02 Nov 2022
Few-shot Adaptive Object Detection with Cross-Domain CutMix Yuzuru Nakamura Yasunori Ishii Yuki Maruyama Takayoshi Yamashita 13 9 0 31 Aug 2022
An Access Control Method with Secret Key for Semantic Segmentation Models Teru Nagamori Ryota Iijima Hitoshi Kiya 11 0 0 28 Aug 2022
A Comprehensive Study of Real-Time Object Detection Networks Across Multiple Domains: A Survey Elahe Arani Shruthi Gowda Ratnajit Mukherjee Omar Magdy Senthilkumar S. Kathiresan Bahram Zonooz ObjD OOD 8 27 0 23 Aug 2022
Spiking Neural Networks for Frame-based and Event-based Single Object Localization Sami Barchid José Mennesson J. Eshraghian Chaabane Djéraba Bennamoun 12 29 0 13 Jun 2022
Continual Object Detection: A review of definitions, strategies, and challenges Angelo G. Menezes Gustavo de Moura Cézanne Alves André C. P. L. F. de Carvalho ObjD 42 51 0 30 May 2022
Holistic Approach to Measure Sample-level Adversarial Vulnerability and its Utility in Building Trustworthy Systems Gaurav Kumar Nayak Ruchit Rawal Rohit Lal Himanshu Patil Anirban Chakraborty AAML 9 2 0 05 May 2022
Hybrid Optimized Deep Convolution Neural Network based Learning Model for Object Detection Venkata Beri ObjD 16 0 0 02 Mar 2022
Spatial-Temporal Map Vehicle Trajectory Detection Using Dynamic Mode Decomposition and Res-UNet+ Neural Networks T. Zhang P. Jin 12 3 0 13 Jan 2022
A Review of Deep Learning Techniques for Markerless Human Motion on Synthetic Datasets Doan Duy Vo Russell Butler 3DH 12 0 0 07 Jan 2022
Gram-SLD: Automatic Self-labeling and Detection for Instance Objects Rui Wang Cheng-En Wu Jiawen Xin Liang Zhang ObjD 17 1 0 07 Dec 2021
Detect Faces Efficiently: A Survey and Evaluations Yuantao Feng Shiqi Yu Hanyang Peng Yan-Ran Li Jianguo Zhang CVBM 3DH 15 29 0 03 Dec 2021
TE-YOLOF: Tiny and efficient YOLOF for blood cell detection Fanxin Xu Xiangkui Li Hang Yang Yali Wang Wei Xiang 17 27 0 27 Aug 2021
Deep Adversarially-Enhanced k-Nearest Neighbors Ren Wang Tianqi Chen Alfred Hero 6 0 0 15 Aug 2021
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets Muhammed Muzammul Xi Li ObjD 6 11 0 16 Jul 2021
A new smart-cropping pipeline for prostate segmentation using deep learning networks D. Zaridis E. Mylona Nikolaos S. Tachos K. Marias N. Papanikolaou Manolis Tsiknakis D. Fotiadis MedIm 6 6 0 06 Jul 2021
On Board Volcanic Eruption Detection through CNNs and Satellite Multispectral Imagery M. P. D. Rosso A. Sebastianelli D. Spiller P. Mathieu Silvia Liberata Ullo 28 38 0 29 Jun 2021
TetraPackNet: Four-Corner-Based Object Detection in Logistics Use-Cases Laura Dörr Felix Brandt Alexander Naumann Martin Pouls 8 9 0 19 Apr 2021
Training Deep Neural Networks via Branch-and-Bound Yuanwei Wu Ziming Zhang Guanghui Wang ODL 20 0 0 05 Apr 2021
Contrastive Domain Adaptation Mamatha Thota Georgios Leontidis SSL 14 51 0 26 Mar 2021
Perspectives on individual animal identification from biology and computer vision Maxime Vidal Nathan Wolf B. Rosenberg B. Harris Alexander Mathis 20 50 0 28 Feb 2021
SCD: A Stacked Carton Dataset for Detection and Segmentation Jinrong Yang Shengkai Wu L. Gou Hangchen Yu Chenxi Lin Jiazhuo Wang Minxuan Li Xiaoping Li 17 13 0 25 Feb 2021
ABOShips -- An Inshore and Offshore Maritime Vessel Detection Dataset with Precise Annotations B. Iancu V. Soloviev Luca Zelioli J. Lilius 10 29 0 11 Feb 2021
Automated Rip Current Detection with Region based Convolutional Neural Networks Akila de Silva Issei Mori Gregory Dusek James Davis A. Pang 20 31 0 04 Feb 2021
A Review on Deep Learning in UAV Remote Sensing L. Osco J. M. Junior A. P. Ramos L. Jorge S. Fatholahi J. Silva E. Matsubara H. Pistori W. Gonçalves Jonathan Li AI4Cl 24 334 0 22 Jan 2021
DenseHMM: Learning Hidden Markov Models by Learning Dense Representations Joachim Sicking Maximilian Pintz Maram Akila Tim Wirtz 4 1 0 17 Dec 2020
A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and Perspectives Alexander Mathis Steffen Schneider Jessy Lauer Mackenzie W. Mathis 17 166 0 01 Sep 2020