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Recent Advances in Deep Learning for Object Detection

Recent Advances in Deep Learning for Object Detection

10 August 2019
Xiongwei Wu
Doyen Sahoo
Guosheng Lin
    VLMObjD
ArXiv (abs)PDFHTML

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

50 / 58 papers shown
Analysis of Deep-Learning Methods in an ISO/TS 15066-Compliant Human-Robot Safety Framework
Analysis of Deep-Learning Methods in an ISO/TS 15066-Compliant Human-Robot Safety FrameworkItalian National Conference on Sensors (INS), 2025
David Bricher
Andreas Mueller
192
2
0
24 Nov 2025
CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms
CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms
Satvik Praveen
Yoonsung Jung
245
2
0
09 Jun 2025
SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements
SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements
Haiyang Xie
Xi Shen
Shihua Huang
Qirui Wang
Zheng Wang
454
0
0
10 Mar 2025
Improved YOLOv5s model for key components detection of power transmission lines
Improved YOLOv5s model for key components detection of power transmission lines
Chong Chen
Guowu Yuan
Hao Zhou
Yi-An Ma
307
15
0
10 Feb 2025
EC-IoU: Orienting Safety for Object Detectors via Ego-Centric Intersection-over-Union
EC-IoU: Orienting Safety for Object Detectors via Ego-Centric Intersection-over-UnionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024
Brian Hsuan-Cheng Liao
Chih-Hong Cheng
Hasan Esen
Alois Knoll
EgoV
334
2
0
03 Jan 2025
Spatial Transformer Network YOLO Model for Agricultural Object Detection
Spatial Transformer Network YOLO Model for Agricultural Object Detection
Yash Zambre
Ankit Varshney
Akshatha Mohan
Joshua Peeples
280
0
0
31 Jul 2024
Semi-Supervised Object Detection: A Survey on Progress from CNN to
  Transformer
Semi-Supervised Object Detection: A Survey on Progress from CNN to Transformer
Tahira Shehzadi
Ifza
Didier Stricker
Muhammad Zeshan Afzal
ViT
437
13
0
11 Jul 2024
Enhanced Automotive Object Detection via RGB-D Fusion in a DiffusionDet
  Framework
Enhanced Automotive Object Detection via RGB-D Fusion in a DiffusionDet Framework
Eliraz Orfaig
Inna Stainvas
Igal Bilik
227
2
0
05 Jun 2024
Deep Learning Innovations for Underwater Waste Detection: An In-Depth
  Analysis
Deep Learning Innovations for Underwater Waste Detection: An In-Depth Analysis
Jaskaran Singh Walia
K. PavithraL
290
17
0
28 May 2024
Efficient Parameter Mining and Freezing for Continual Object Detection
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
166
0
0
20 Feb 2024
SAWEC: Sensing-Assisted Wireless Edge Computing
SAWEC: Sensing-Assisted Wireless Edge Computing
Khandaker Foysal Haque
Francesca Meneghello
Md. Ebtidaul Karim
Francesco Restuccia
240
4
0
15 Feb 2024
Generalized Mask-aware IoU for Anchor Assignment for Real-time Instance
  Segmentation
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
178
0
0
28 Dec 2023
Deep learning for 3D Object Detection and Tracking in Autonomous
  Driving: A Brief Survey
Deep learning for 3D Object Detection and Tracking in Autonomous Driving: A Brief Survey
Yang Peng
3DPC
343
7
0
10 Nov 2023
Improved Crop and Weed Detection with Diverse Data Ensemble Learning
Improved Crop and Weed Detection with Diverse Data Ensemble Learning
Muhammad Asad
Saeed Anwar
Abdul Bais
291
10
0
02 Oct 2023
SINF: Semantic Neural Network Inference with Semantic Subgraphs
SINF: Semantic Neural Network Inference with Semantic Subgraphs
Sazzad Sayyed
Jonathan D. Ashdown
300
0
0
02 Oct 2023
Unveiling the frontiers of deep learning: innovations shaping diverse domains
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
579
11
0
06 Sep 2023
On Data Imbalance in Molecular Property Prediction with Pre-training
On Data Imbalance in Molecular Property Prediction with Pre-training
Limin Wang
Masatoshi Hanai
Toyotaro Suzumura
Shun Takashige
Kenjiro Taura
AI4CE
134
0
0
17 Aug 2023
Towards Establishing Systematic Classification Requirements for
  Automated Driving
Towards Establishing Systematic Classification Requirements for Automated Driving
Kent Mori
Trent Brown
Steven C. Peters
274
0
0
26 Jul 2023
TreeFormer: a Semi-Supervised Transformer-based Framework for Tree
  Counting from a Single High Resolution Image
TreeFormer: a Semi-Supervised Transformer-based Framework for Tree Counting from a Single High Resolution ImageIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
H. A. Amirkolaee
Miaojing Shi
Mark Mulligan
ViT
276
37
0
12 Jul 2023
Lightweight wood panel defect detection method incorporating attention
  mechanism and feature fusion network
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
140
4
0
21 Jun 2023
Weakly Supervised Lesion Detection and Diagnosis for Breast Cancers with
  Partially Annotated Ultrasound Images
Weakly Supervised Lesion Detection and Diagnosis for Breast Cancers with Partially Annotated Ultrasound ImagesIEEE Transactions on Medical Imaging (TMI), 2023
Jian Wang
Liang Qiao
Shichong Zhou
Jin Zhou
Jun Wang
Juncheng Li
Shihui Ying
Cai Chang
Jun Shi
247
28
0
12 Jun 2023
T-ADAF: Adaptive Data Augmentation Framework for Image Classification
  Network based on Tensor T-product Operator
T-ADAF: Adaptive Data Augmentation Framework for Image Classification Network based on Tensor T-product OperatorNeural Processing Letters (NPL), 2023
F. Han
Yun Miao
Zhao Sun
Yimin Wei
226
10
0
07 Jun 2023
Oriented Object Detection in Optical Remote Sensing Images using Deep Learning: A Survey
Oriented Object Detection in Optical Remote Sensing Images using Deep Learning: A SurveyArtificial Intelligence Review (AIR), 2023
Kunlin Wang
Zi Wang
Zhang Li
Ang Su
Xichao Teng
Minhao Liu
Qifeng Yu
Qifeng Yu
ObjD
830
38
0
21 Feb 2023
Accelerated Video Annotation driven by Deep Detector and Tracker
Accelerated Video Annotation driven by Deep Detector and Tracker
Eric Price
Aamir Ahmad
207
4
0
19 Feb 2023
Team DETR: Guide Queries as a Professional Team in Detection
  Transformers
Team DETR: Guide Queries as a Professional Team in Detection TransformersInternational Conference on Information Photonics (ICIP), 2023
Tian Qiu
Linyun Zhou
Wenxiang Xu
Lechao Cheng
Zunlei Feng
Min-Gyoo Song
312
6
0
14 Feb 2023
Deep Learning Computer Vision Algorithms for Real-time UAVs On-board
  Camera Image Processing
Deep Learning Computer Vision Algorithms for Real-time UAVs On-board Camera Image Processing
A. Palmas
P. Andronico
257
6
0
02 Nov 2022
Few-shot Adaptive Object Detection with Cross-Domain CutMix
Few-shot Adaptive Object Detection with Cross-Domain CutMixAsian Conference on Computer Vision (ACCV), 2022
Yuzuru Nakamura
Yasunori Ishii
Yuki Maruyama
Takayoshi Yamashita
233
19
0
31 Aug 2022
An Access Control Method with Secret Key for Semantic Segmentation
  Models
An Access Control Method with Secret Key for Semantic Segmentation ModelsInternational Conference on Machine Learning and Computing (ICMLC), 2022
Teru Nagamori
Ryota Iijima
Hitoshi Kiya
176
0
0
28 Aug 2022
A Comprehensive Study of Real-Time Object Detection Networks Across
  Multiple Domains: A Survey
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
ObjDOOD
446
37
0
23 Aug 2022
Spiking Neural Networks for Frame-based and Event-based Single Object
  Localization
Spiking Neural Networks for Frame-based and Event-based Single Object LocalizationNeurocomputing (Neurocomputing), 2022
Sami Barchid
José Mennesson
J. Eshraghian
Chaabane Djéraba
Bennamoun
207
43
0
13 Jun 2022
Continual Object Detection: A review of definitions, strategies, and
  challenges
Continual Object Detection: A review of definitions, strategies, and challengesNeural Networks (NN), 2022
Angelo G. Menezes
Gustavo de Moura
Cézanne Alves
André C. P. L. F. de Carvalho
ObjD
315
70
0
30 May 2022
Holistic Approach to Measure Sample-level Adversarial Vulnerability and
  its Utility in Building Trustworthy Systems
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
205
2
0
05 May 2022
Hybrid Optimized Deep Convolution Neural Network based Learning Model
  for Object Detection
Hybrid Optimized Deep Convolution Neural Network based Learning Model for Object Detection
Venkata Beri
ObjD
146
2
0
02 Mar 2022
Spatial-Temporal Map Vehicle Trajectory Detection Using Dynamic Mode
  Decomposition and Res-UNet+ Neural Networks
Spatial-Temporal Map Vehicle Trajectory Detection Using Dynamic Mode Decomposition and Res-UNet+ Neural Networks
T. Zhang
P. Jin
208
2
0
13 Jan 2022
A Review of Deep Learning Techniques for Markerless Human Motion on
  Synthetic Datasets
A Review of Deep Learning Techniques for Markerless Human Motion on Synthetic Datasets
Doan Duy Vo
Russell Butler
3DH
180
0
0
07 Jan 2022
Gram-SLD: Automatic Self-labeling and Detection for Instance Objects
Gram-SLD: Automatic Self-labeling and Detection for Instance Objects
Rui Wang
Cheng-En Wu
Jiawen Xin
Liang Zhang
ObjD
177
1
0
07 Dec 2021
Detect Faces Efficiently: A Survey and Evaluations
Detect Faces Efficiently: A Survey and Evaluations
Yuantao Feng
Shiqi Yu
Hanyang Peng
Yan-Ran Li
Jianguo Zhang
CVBM3DH
236
46
0
03 Dec 2021
TE-YOLOF: Tiny and efficient YOLOF for blood cell detection
TE-YOLOF: Tiny and efficient YOLOF for blood cell detectionBiomedical Signal Processing and Control (BSPC), 2021
Fanxin Xu
Xiangkui Li
Hang Yang
Yali Wang
Wei Xiang
172
51
0
27 Aug 2021
Deep Adversarially-Enhanced k-Nearest Neighbors
Deep Adversarially-Enhanced k-Nearest Neighbors
Ren Wang
Tianqi Chen
Alfred Hero
204
0
0
15 Aug 2021
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges,
  Techniques and Datasets
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets
Muhammed Muzammul
Xi Li
ObjD
272
18
0
16 Jul 2021
A new smart-cropping pipeline for prostate segmentation using deep
  learning networks
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
195
8
0
06 Jul 2021
On Board Volcanic Eruption Detection through CNNs and Satellite
  Multispectral Imagery
On Board Volcanic Eruption Detection through CNNs and Satellite Multispectral ImageryRemote Sensing (RS), 2021
M. P. D. Rosso
A. Sebastianelli
D. Spiller
P. Mathieu
Silvia Liberata Ullo
178
46
0
29 Jun 2021
TetraPackNet: Four-Corner-Based Object Detection in Logistics Use-Cases
TetraPackNet: Four-Corner-Based Object Detection in Logistics Use-CasesGerman Conference on Pattern Recognition (DAGM), 2021
Laura Dörr
Felix Brandt
Alexander Naumann
Martin Pouls
226
9
0
19 Apr 2021
Training Deep Neural Networks via Branch-and-Bound
Training Deep Neural Networks via Branch-and-Bound
Yuanwei Wu
Ziming Zhang
Guanghui Wang
ODL
308
0
0
05 Apr 2021
Contrastive Domain Adaptation
Contrastive Domain Adaptation
Mamatha Thota
Georgios Leontidis
SSL
269
77
0
26 Mar 2021
Perspectives on individual animal identification from biology and
  computer vision
Perspectives on individual animal identification from biology and computer visionIntegrative and Comparative Biology (ICB), 2021
Maxime Vidal
Nathan Wolf
B. Rosenberg
B. Harris
Alexander Mathis
276
85
0
28 Feb 2021
SCD: A Stacked Carton Dataset for Detection and Segmentation
SCD: A Stacked Carton Dataset for Detection and SegmentationItalian National Conference on Sensors (INS), 2021
Jinrong Yang
Shengkai Wu
L. Gou
Hangchen Yu
Chenxi Lin
Jiazhuo Wang
Minxuan Li
Xiaoping Li
225
19
0
25 Feb 2021
ABOShips -- An Inshore and Offshore Maritime Vessel Detection Dataset
  with Precise Annotations
ABOShips -- An Inshore and Offshore Maritime Vessel Detection Dataset with Precise AnnotationsRemote Sensing (RS), 2021
B. Iancu
V. Soloviev
Luca Zelioli
J. Lilius
215
69
0
11 Feb 2021
Automated Rip Current Detection with Region based Convolutional Neural
  Networks
Automated Rip Current Detection with Region based Convolutional Neural NetworksCoastal Engineering (Coast. Eng.), 2021
Akila de Silva
Issei Mori
Gregory Dusek
James Davis
A. Pang
186
48
0
04 Feb 2021
A Review on Deep Learning in UAV Remote Sensing
A Review on Deep Learning in UAV Remote SensingInternational Journal of Applied Earth Observation and Geoinformation (JAEOG), 2021
L. Osco
J. M. Junior
A. P. Ramos
L. Jorge
S. Fatholahi
J. Silva
E. Matsubara
H. Pistori
W. Gonçalves
Jonathan Li
AI4Cl
510
443
0
22 Jan 2021
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