MAFE R-CNN: Selecting More Samples to Learn Category-aware Features for Small Object Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Yichen, Liu, Qiankun, Jin, Zhenchao, Wei, Jiuzhe, Nie, Jing, Fu, Ying |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Reference-based Category Discovery: Unsupervised Object Detection with Category Awareness
by: Li, Yichen, et al.
Published: (2026)
by: Li, Yichen, et al.
Published: (2026)
Siamese-DETR for Generic Multi-Object Tracking
by: Liu, Qiankun, et al.
Published: (2023)
by: Liu, Qiankun, et al.
Published: (2023)
Infrared Small Target Detection with Scale and Location Sensitivity
by: Liu, Qiankun, et al.
Published: (2024)
by: Liu, Qiankun, et al.
Published: (2024)
MO R-CNN: Multispectral Oriented R-CNN for Object Detection in Remote Sensing Image
by: Wang, Leiyu, et al.
Published: (2025)
by: Wang, Leiyu, et al.
Published: (2025)
Category Query Learning for Human-Object Interaction Classification
by: Xie, Chi, et al.
Published: (2023)
by: Xie, Chi, et al.
Published: (2023)
Cross-Layer Feature Pyramid Transformer for Small Object Detection in Aerial Images
by: Du, Zewen, et al.
Published: (2024)
by: Du, Zewen, et al.
Published: (2024)
Multi-Object Tracking in the Dark
by: Wang, Xinzhe, et al.
Published: (2024)
by: Wang, Xinzhe, et al.
Published: (2024)
Point-aware Interaction and CNN-induced Refinement Network for RGB-D Salient Object Detection
by: Cong, Runmin, et al.
Published: (2023)
by: Cong, Runmin, et al.
Published: (2023)
Better Sampling, towards Better End-to-end Small Object Detection
by: Huang, Zile, et al.
Published: (2024)
by: Huang, Zile, et al.
Published: (2024)
CEM-FBGTinyDet: Context-Enhanced Foreground Balance with Gradient Tuning for tiny Objects
by: Liu, Tao, et al.
Published: (2025)
by: Liu, Tao, et al.
Published: (2025)
Less is More: Token Context-aware Learning for Object Tracking
by: Xu, Chenlong, et al.
Published: (2025)
by: Xu, Chenlong, et al.
Published: (2025)
Adaptive Object Detection with ESRGAN-Enhanced Resolution & Faster R-CNN
by: K, Divya Swetha, et al.
Published: (2025)
by: K, Divya Swetha, et al.
Published: (2025)
Strip R-CNN: Large Strip Convolution for Remote Sensing Object Detection
by: Yuan, Xinbin, et al.
Published: (2025)
by: Yuan, Xinbin, et al.
Published: (2025)
A DeNoising FPN With Transformer R-CNN for Tiny Object Detection
by: Liu, Hou-I, et al.
Published: (2024)
by: Liu, Hou-I, et al.
Published: (2024)
Unbiased Faster R-CNN for Single-source Domain Generalized Object Detection
by: Liu, Yajing, et al.
Published: (2024)
by: Liu, Yajing, et al.
Published: (2024)
Sharpness-aware Dynamic Anchor Selection for Generalized Category Discovery
by: Peng, Zhimao, et al.
Published: (2025)
by: Peng, Zhimao, et al.
Published: (2025)
Modulating CNN Features with Pre-Trained ViT Representations for Open-Vocabulary Object Detection
by: Gao, Xiangyu, et al.
Published: (2025)
by: Gao, Xiangyu, et al.
Published: (2025)
FSDETR: Frequency-Spatial Feature Enhancement for Small Object Detection
by: Huang, Jianchao, et al.
Published: (2026)
by: Huang, Jianchao, et al.
Published: (2026)
Object-Centric Data Synthesis for Category-level Object Detection
by: Agarwal, Vikhyat, et al.
Published: (2025)
by: Agarwal, Vikhyat, et al.
Published: (2025)
EFCNet: Every Feature Counts for Small Medical Object Segmentation
by: Kong, Lingjie, et al.
Published: (2024)
by: Kong, Lingjie, et al.
Published: (2024)
ESOD: Efficient Small Object Detection on High-Resolution Images
by: Liu, Kai, et al.
Published: (2024)
by: Liu, Kai, et al.
Published: (2024)
S$^3$-MonoDETR: Supervised Shape&Scale-perceptive Deformable Transformer for Monocular 3D Object Detection
by: He, Xuan, et al.
Published: (2023)
by: He, Xuan, et al.
Published: (2023)
Learning to Borrow Features for Improved Detection of Small Objects in Single-Shot Detectors
by: Schmit, Richard
Published: (2025)
by: Schmit, Richard
Published: (2025)
Small Object Detection Model with Spatial Laplacian Pyramid Attention and Multi-Scale Features Enhancement in Aerial Images
by: Ji, Zhangjian, et al.
Published: (2026)
by: Ji, Zhangjian, et al.
Published: (2026)
YOLOCS: Object Detection based on Dense Channel Compression for Feature Spatial Solidification
by: Huang, Lin, et al.
Published: (2023)
by: Huang, Lin, et al.
Published: (2023)
Quality-aware Selective Fusion Network for V-D-T Salient Object Detection
by: Bao, Liuxin, et al.
Published: (2024)
by: Bao, Liuxin, et al.
Published: (2024)
NoOVD: Novel Category Discovery and Embedding for Open-Vocabulary Object Detection
by: Zhang, Yupeng, et al.
Published: (2026)
by: Zhang, Yupeng, et al.
Published: (2026)
SGDM: Static-Guided Dynamic Module Make Stronger Visual Models
by: Xing, Wenjie, et al.
Published: (2024)
by: Xing, Wenjie, et al.
Published: (2024)
Practical Video Object Detection via Feature Selection and Aggregation
by: Shi, Yuheng, et al.
Published: (2024)
by: Shi, Yuheng, et al.
Published: (2024)
Enhancing Unregistered Hyperspectral Image Super-Resolution via Unmixing-based Abundance Fusion Learning
by: Zhang, Yingkai, et al.
Published: (2026)
by: Zhang, Yingkai, et al.
Published: (2026)
Boltzmann Attention Sampling for Image Analysis with Small Objects
by: Zhao, Theodore, et al.
Published: (2025)
by: Zhao, Theodore, et al.
Published: (2025)
SSLFusion: Scale & Space Aligned Latent Fusion Model for Multimodal 3D Object Detection
by: Ding, Bonan, et al.
Published: (2025)
by: Ding, Bonan, et al.
Published: (2025)
Selective Feature Connection Mechanism: Concatenating Multi-layer CNN Features with a Feature Selector
by: Du, Chen, et al.
Published: (2018)
by: Du, Chen, et al.
Published: (2018)
Small Object Detection by DETR via Information Augmentation and Adaptive Feature Fusion
by: Huang, Ji, et al.
Published: (2024)
by: Huang, Ji, et al.
Published: (2024)
Universal Features Guided Zero-Shot Category-Level Object Pose Estimation
by: Qu, Wentian, et al.
Published: (2025)
by: Qu, Wentian, et al.
Published: (2025)
Floating No More: Object-Ground Reconstruction from a Single Image
by: Man, Yunze, et al.
Published: (2024)
by: Man, Yunze, et al.
Published: (2024)
Triple-domain Feature Learning with Frequency-aware Memory Enhancement for Moving Infrared Small Target Detection
by: Duan, Weiwei, et al.
Published: (2024)
by: Duan, Weiwei, et al.
Published: (2024)
Independently Keypoint Learning for Small Object Semantic Correspondence
by: Jin, Hailong, et al.
Published: (2024)
by: Jin, Hailong, et al.
Published: (2024)
Learning Causal Features for Incremental Object Detection
by: He, Zhenwei, et al.
Published: (2024)
by: He, Zhenwei, et al.
Published: (2024)
Ranking-aware Continual Learning for LiDAR Place Recognition
by: Wang, Xufei, et al.
Published: (2025)
by: Wang, Xufei, et al.
Published: (2025)
Similar Items
-
Reference-based Category Discovery: Unsupervised Object Detection with Category Awareness
by: Li, Yichen, et al.
Published: (2026) -
Siamese-DETR for Generic Multi-Object Tracking
by: Liu, Qiankun, et al.
Published: (2023) -
Infrared Small Target Detection with Scale and Location Sensitivity
by: Liu, Qiankun, et al.
Published: (2024) -
MO R-CNN: Multispectral Oriented R-CNN for Object Detection in Remote Sensing Image
by: Wang, Leiyu, et al.
Published: (2025) -
Category Query Learning for Human-Object Interaction Classification
by: Xie, Chi, et al.
Published: (2023)