Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1807.07428
Cited By
Modeling Visual Context is Key to Augmenting Object Detection Datasets
European Conference on Computer Vision (ECCV), 2018
19 July 2018
Nikita Dvornik
Julien Mairal
Cordelia Schmid
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Modeling Visual Context is Key to Augmenting Object Detection Datasets"
50 / 130 papers shown
Object-Centric Data Synthesis for Category-level Object Detection
Vikhyat Agarwal
Jiayi Cora Guo
Declan Hoban
Sissi Zhang
Nicholas Moran
Peter Cho
Srilakshmi Pattabiraman
Shantanu Joshi
3DPC
226
0
0
28 Nov 2025
ReCon: Region-Controllable Data Augmentation with Rectification and Alignment for Object Detection
Haowei Zhu
Tianxiang Pan
Rui Qin
Jun-Hai Yong
Bin Wang
DiffM
168
1
0
17 Oct 2025
Synthetic Object Compositions for Scalable and Accurate Learning in Detection, Segmentation, and Grounding
Weikai Huang
Jieyu Zhang
Taoyang Jia
Chenhao Zheng
Ziqi Gao
J. S. Park
Winson Han
Ranjay Krishna
226
0
0
10 Oct 2025
Data Factory with Minimal Human Effort Using VLMs
Jiaojiao Ye
Jiaxing Zhong
Qian Xie
Yuzhou Zhou
Niki Trigoni
Andrew Markham
DiffM
VLM
180
0
0
07 Oct 2025
Weakly Supervised Virus Capsid Detection with Image-Level Annotations in Electron Microscopy Images
International Conference on Learning Representations (ICLR), 2025
H. Kniesel
Leon Sick
Tristan Payer
T. Bergner
K. S. Devan
C. Read
P. Walther
Timo Ropinski
177
3
0
01 Aug 2025
GUNNEL: Guided Mixup Augmentation and Multi-Model Fusion for Aquatic Animal Segmentation
Minh-Quan Le
Trung-Nghia Le
Tam V. Nguyen
Isao Echizen
M. Tran
325
1
0
01 Jul 2025
Weakly Supervised Object Segmentation by Background Conditional Divergence
Hassan Baker
Matthew Emigh
Austin J. Brockmeier
130
0
0
25 Jun 2025
Gen-n-Val: Agentic Image Data Generation and Validation
Jing-En Huang
I-Sheng Fang
Tzuhsuan Huang
Chih-Yu Wang
Jun-Cheng Chen
VLM
320
0
0
05 Jun 2025
Cut-and-Splat: Leveraging Gaussian Splatting for Synthetic Data Generation
Bram Vanherle
Brent Zoomers
Jeroen Put
F. Reeth
Nick Michiels
3DGS
205
2
0
11 Apr 2025
Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation using Bi-level Optimization
IEEE Transactions on Automation Science and Engineering (T-ASE), 2024
Shancong Mou
Raviteja Vemulapalli
Shiyu Li
Yuxuan Liu
C Thomas
...
Haoping Bai
Oncel Tuzel
Ping Huang
Jiulong Shan
Jianjun Shi
276
0
0
24 Oct 2024
SDI-Paste: Synthetic Dynamic Instance Copy-Paste for Video Instance Segmentation
Sahir Shrestha
Weihao Li
Gao Zhu
Nick Barnes
DiffM
225
1
0
16 Oct 2024
Thinking Outside the BBox: Unconstrained Generative Object Compositing
European Conference on Computer Vision (ECCV), 2024
Gemma Canet Tarrés
Zhe Lin
Zhifei Zhang
Jianming Zhang
Yizhi Song
Dan Ruta
Andrew Gilbert
John Collomosse
Soo Ye Kim
DiffM
218
17
0
06 Sep 2024
Foodfusion: A Novel Approach for Food Image Composition via Diffusion Models
Chaohua Shi
Xuan Wang
Si Shi
Xule Wang
Mingrui Zhu
Nannan Wang
X. Gao
CoGe
211
3
0
26 Aug 2024
Add-SD: Rational Generation without Manual Reference
Lingfeng Yang
Xinyu Zhang
Xiang Li
Jinwen Chen
Kun Yao
Qiang Chen
Errui Ding
Ling-Ling Liu
Jingdong Wang
Jian Yang
165
1
0
30 Jul 2024
Enrich the content of the image Using Context-Aware Copy Paste
Qiushi Guo
VLM
349
1
0
11 Jul 2024
GMC: A General Framework of Multi-stage Context Learning and Utilization for Visual Detection Tasks
Xuan Wang
Hao Tang
Zhigang Zhu
ObjD
228
4
0
08 Jul 2024
Frequency-based Matcher for Long-tailed Semantic Segmentation
Shan Li
Pu Cao
Pu Cao
Liulei Li
Huadong Ma
213
3
0
06 Jun 2024
Detecting Endangered Marine Species in Autonomous Underwater Vehicle Imagery Using Point Annotations and Few-Shot Learning
Heather J. Doig
Oscar Pizarro
Jacquomo Monk
Stefan Williams
206
2
0
04 Jun 2024
ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models
Jingyuan Zhu
Shiyu Li
Yuxuan Liu
Ping Huang
Jiulong Shan
Huimin Ma
Jian Yuan
228
19
0
24 May 2024
Efficient 4D Radar Data Auto-labeling Method using LiDAR-based Object Detection Network
Min-Hyeok Sun
Dong-Hee Paek
Seung-Hyun Song
Seung-Hyun Kong
134
2
0
13 May 2024
Simple In-place Data Augmentation for Surveillance Object Detection
Munkh-Erdene Otgonbold
Ganzorig Batnasan
Munkhjargal Gochoo
277
1
0
17 Apr 2024
Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange
Yanhao Wu
Tong Zhang
Wei Ke
Congpei Qiu
Sabine Susstrunk
Mathieu Salzmann
3DPC
184
7
0
11 Apr 2024
Evaluating the Efficacy of Cut-and-Paste Data Augmentation in Semantic Segmentation for Satellite Imagery
I. M. Motoi
Leonardo Saraceni
Daniele Nardi
Thomas Alessandro Ciarfuglia
336
2
0
08 Apr 2024
Inpainting-Driven Mask Optimization for Object Removal
IEEE International Joint Conference on Neural Network (IJCNN), 2024
Kodai Shimosato
Norimichi Ukita
3DPC
198
3
0
23 Mar 2024
Augmented Reality based Simulated Data (ARSim) with multi-view consistency for AV perception networks
Aqeel Anwar
Tae Eun Choe
Zian Wang
Sanja Fidler
Minwoo Park
193
0
0
22 Mar 2024
TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection
Hanning Chen
Wenjun Huang
Yang Ni
Sanggeon Yun
Fei Wen
Hugo Latapie
Mohsen Imani
ObjD
MLLM
VLM
218
27
0
12 Mar 2024
ECAP: Extensive Cut-and-Paste Augmentation for Unsupervised Domain Adaptive Semantic Segmentation
Erik Brorsson
Knut Åkesson
Lennart Svensson
Kristofer Bengtsson
371
4
0
06 Mar 2024
Investigation of the Impact of Synthetic Training Data in the Industrial Application of Terminal Strip Object Detection
Nico Baumgart
Markus Lange-Hegermann
Mike Mücke
158
3
0
06 Mar 2024
ContextMix: A context-aware data augmentation method for industrial visual inspection systems
Hyungmin Kim
Donghun Kim
Pyunghwan Ahn
Sungho Suh
Hansang Cho
Junmo Kim
229
6
0
18 Jan 2024
Gen2Det: Generate to Detect
Saksham Suri
Fanyi Xiao
Animesh Sinha
Sean Culatana
Raghuraman Krishnamoorthi
Chenchen Zhu
Abhinav Shrivastava
VLM
DiffM
319
12
0
07 Dec 2023
Virtual Accessory Try-On via Keypoint Hallucination
Junhong Gou
Bo Zhang
Li Niu
Jianfu Zhang
Jianlou Si
Chen Qian
Liqing Zhang
207
1
0
26 Oct 2023
MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation
International Journal of Computer Vision (IJCV), 2023
Jiahao Xie
Wei Li
Xiangtai Li
Ziwei Liu
Yew-Soon Ong
Chen Change Loy
DiffM
VLM
312
45
0
22 Sep 2023
Beyond Generation: Harnessing Text to Image Models for Object Detection and Segmentation
Yunhao Ge
Lyne Tchapmi
Brian Nlong Zhao
Neel Joshi
Laurent Itti
Vibhav Vineet
DiffM
215
16
0
12 Sep 2023
Learning to Count without Annotations
Computer Vision and Pattern Recognition (CVPR), 2023
Lukas Knobel
Tengda Han
Yuki M. Asano
SSL
287
2
0
17 Jul 2023
GeoDiffusion: Text-Prompted Geometric Control for Object Detection Data Generation
International Conference on Learning Representations (ICLR), 2023
Kai Chen
Enze Xie
Zhe Chen
Yibo Wang
Lanqing Hong
Zhenguo Li
Dit-Yan Yeung
DiffM
248
46
0
07 Jun 2023
Error Estimation for Single-Image Human Body Mesh Reconstruction
H. Jafarian
Faisal Qureshi
3DH
130
0
0
26 May 2023
Real-Aug: Realistic Scene Synthesis for LiDAR Augmentation in 3D Object Detection
Jing-Fu Zhan
Tiejun Liu
Rengang Li
Jingwei Zhang
Zhaoxiang Zhang
Yuntao Chen
3DPC
197
14
0
22 May 2023
Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation
Computer Vision and Pattern Recognition (CVPR), 2023
Yunhao Bai
Duowen Chen
Qingli Li
Wei Shen
Yan Wang
294
246
0
01 May 2023
Bent & Broken Bicycles: Leveraging synthetic data for damaged object re-identification
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Luca Piano
F. G. Pratticó
Alessandro Sebastian Russo
Lorenzo Lanari
Lia Morra
Fabrizio Lamberti
276
2
0
16 Apr 2023
SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance Segmentation
Computer Vision and Pattern Recognition (CVPR), 2023
Ruihuang Li
Chenhang He
Yabin Zhang
Shuai Li
Liyi Chen
Lei Zhang
ISeg
159
21
0
14 Mar 2023
Context Understanding in Computer Vision: A Survey
Computer Vision and Image Understanding (CVIU), 2023
Xuan Wang
Zhigang Zhu
251
66
0
10 Feb 2023
Automatically Prepare Training Data for YOLO Using Robotic In-Hand Observation and Synthesis
IEEE Transactions on Automation Science and Engineering (IEEE TASE), 2023
Hao Chen
Weiwei Wan
Masaki Matsushita
Takeyuki Kotaka
Kensuke Harada
193
11
0
04 Jan 2023
Self-Pair: Synthesizing Changes from Single Source for Object Change Detection in Remote Sensing Imagery
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Min-seok Seo
Hakjin Lee
Y. Jeon
Junghoon Seo
206
25
0
20 Dec 2022
EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation
Yunhao Ge
Lyne Tchapmi
Brian Nlong Zhao
Laurent Itti
Vibhav Vineet
DiffM
203
5
0
15 Dec 2022
X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusion
International Conference on Machine Learning (ICML), 2022
Hanqing Zhao
Dianmo Sheng
Jianmin Bao
Dongdong Chen
Dong Chen
...
Ce Liu
Wenbo Zhou
Qi Chu
Weiming Zhang
Neng H. Yu
VLM
DiffM
233
59
0
07 Dec 2022
Prediction of Scene Plausibility
Computational Visual Media (CVM), 2022
O. Nachmias
Ohad Fried
Ariel Shamir
3DV
192
0
0
02 Dec 2022
Improving Crowded Object Detection via Copy-Paste
AAAI Conference on Artificial Intelligence (AAAI), 2022
Jiangfan Deng
Dewen Fan
Xiaosong Qiu
Feng Zhou
203
13
0
22 Nov 2022
Context-Matched Collage Generation for Underwater Invertebrate Detection
R. McEver
Bowen Zhang
B. S. Manjunath
147
0
0
15 Nov 2022
Towards Better Guided Attention and Human Knowledge Insertion in Deep Convolutional Neural Networks
Ankit Gupta
I. Sintorn
HAI
204
1
0
20 Oct 2022
Domain-guided data augmentation for deep learning on medical imaging
PLoS ONE (PLoS ONE), 2022
C. Athalye
Rima Arnaout
OOD
108
25
0
10 Oct 2022
1
2
3
Next
