Perceptual Generative Adversarial Networks for Small Object Detection

16 June 2017

Xiaodan Liang

Papers citing "Perceptual Generative Adversarial Networks for Small Object Detection"

50 / 67 papers shown

Title
FBRT-YOLO: Faster and Better for Real-Time Aerial Image Detection Yao Xiao Tingfa Xu Yu Xin Jianan Li ObjD 66 0 0 29 Apr 2025
Road Traffic Sign Recognition method using Siamese network Combining Efficient-CNN based Encoder Zhenghao Xi Yuchao Shao Yang Zheng Xiang Liu Yaqi Liu Yitong Cai 57 0 0 24 Feb 2025
Beyond Traditional Single Object Tracking: A Survey Omar Abdelaziz Mohamed Shehata Mohamed Mohamed 44 0 0 16 May 2024
S $^3$ AD: Semi-supervised Small Apple Detection in Orchard Environments Robert Johanson Christian Wilms Ole Johannsen Simone Frintrop 40 4 0 08 Nov 2023
Multi-growth stage plant recognition: a case study of Palmer amaranth (Amaranthus palmeri) in cotton (Gossypium hirsutum) Guy R. Y. Coleman Matthew Kutugata Michael Walsh M. Bagavathiannan 27 7 0 28 Jul 2023
TinyDet: Accurate Small Object Detection in Lightweight Generic Detectors Shaoyu Chen Tianheng Cheng Jiemin Fang Qian Zhang Yuan Li Wenyu Liu Xinggang Wang ObjD 27 5 0 07 Apr 2023
Joint Learning of Blind Super-Resolution and Crack Segmentation for Realistic Degraded Images Yuki Kondo Norimichi Ukita SupR 24 8 0 24 Feb 2023
A Systematic Performance Analysis of Deep Perceptual Loss Networks: Breaking Transfer Learning Conventions G. Pihlgren Konstantina Nikolaidou Prakash Chandra Chhipa Nosheen Abid Rajkumar Saini Fredrik Sandin Marcus Liwicki 29 10 0 08 Feb 2023
An advanced YOLOv3 method for small object detection Bao-Yu Liu Fengjie He Shiqiang Du Jiacheng Li Wenjie Liu 3DPC ObjD 29 7 0 06 Dec 2022
Efficient Hair Style Transfer with Generative Adversarial Networks Muhammed Pektas Baris Gecer Aybars Uğur 3DH 29 1 0 22 Oct 2022
RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object Detection Chang Xu Jinwang Wang Wen Yang Huai Yu Lei Yu Guisong Xia ObjD 44 130 0 18 Aug 2022
Towards Large-Scale Small Object Detection: Survey and Benchmarks Gong Cheng Xiang Yuan Xiwen Yao Ke Yan Qinghua Zeng Xingxing Xie Junwei Han ObjD 41 308 0 28 Jul 2022
Detecting tiny objects in aerial images: A normalized Wasserstein distance and a new benchmark Chang Xu Jinwang Wang Wen Yang Huai Yu Lei Yu Guisong Xia 48 158 0 28 Jun 2022
Generative Adversarial Networks for Image Super-Resolution: A Survey Chunwei Tian Xuanyu Zhang Chun-Wei Lin W. Zuo Yanning Zhang Chia-Wen Lin GAN 49 45 0 28 Apr 2022
TOD-CNN: An Effective Convolutional Neural Network for Tiny Object Detection in Sperm Videos Shuojia Zou Chen Li Hongzan Sun Peng Xu Jiawei Zhang Pingli Ma Yudong Yao Xinyu Huang M. Grzegorzek 37 28 0 18 Apr 2022
UFPMP-Det: Toward Accurate and Efficient Object Detection on Drone Imagery Yecheng Huang Jiaxin Chen Di Huang 33 98 0 20 Dec 2021
Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification Yuan Xue Jiarong Ye Qianying Zhou L. R. Long Sameer Kiran Antani Z. Xue Carl Cornwell R. Zaino K. Cheng Xiaolei Huang MedIm 191 103 0 10 Nov 2021
A Comparative Review of Recent Few-Shot Object Detection Algorithms Jiaxu Leng Taiyue Chen Gao Xinbo Yongtao Yu Ye Wang Feng Gao Wang Yue ObjD 31 15 0 30 Oct 2021
A Normalized Gaussian Wasserstein Distance for Tiny Object Detection Jinwang Wang Chang Xu Wen Yang Lei Yu 47 309 0 26 Oct 2021
Deep Learning for UAV-based Object Detection and Tracking: A Survey Chao Xu Wei Li Danfeng Hong R. Tao Yong Liu 34 182 0 25 Oct 2021
Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the operating room V. Srivastav A. Gangi N. Padoy OOD 28 11 0 26 Aug 2021
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets Muhammed Muzammul Xi Li ObjD 21 11 0 16 Jul 2021
QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection Chenhongyi Yang Zehao Huang Naiyan Wang ObjD 35 225 0 16 Mar 2021
3D Human Pose, Shape and Texture from Low-Resolution Images and Videos Xiangyu Xu Hao Chen Francesc Moreno-Noguer László A. Jeni Fernando de la Torre 3DH 22 35 0 11 Mar 2021
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images L. Ding Hao Tang Yahui Liu Yilei Shi Xiaoxiang Zhu Lorenzo Bruzzone 3DPC GAN 26 44 0 22 Feb 2021
A Comprehensive Review of Deep Learning-based Single Image Super-resolution S. M. A. Bashir Yi Wang Mahrukh Khan Yilong Niu SupR AI4Cl 45 113 0 18 Feb 2021
Self-Supervised Small Soccer Player Detection and Tracking Samuel Hurault C. Ballester G. Haro 33 36 0 20 Nov 2020
Commands 4 Autonomous Vehicles (C4AV) Workshop Summary Thierry Deruyttere Simon Vandenhende Dusan Grujicic Yu Liu Luc Van Gool Matthew Blaschko Tinne Tuytelaars Marie-Francine Moens 30 6 0 18 Sep 2020
The Adaptability and Challenges of Autonomous Vehicles to Pedestrians in Urban China Ke Min Wang Gang Li Junlan Chen Yan Long Tao Chen Long Chen Qin Xia 30 63 0 27 Jul 2020
Domain Adaptation with Morphologic Segmentation Jonathan Klein Soren Pirk D. L. Michels 18 0 0 16 Jun 2020
HRDNet: High-resolution Detection Network for Small Objects Ziming Liu Guangyu Gao Lin Sun Zhiyuan Fang ObjD 34 103 0 13 Jun 2020
A Survey on Generative Adversarial Networks: Variants, Applications, and Training Abdul Jabbar Xi Li Bourahla Omar 25 266 0 09 Jun 2020
Regularization Methods for Generative Adversarial Networks: An Overview of Recent Studies Minhyeok Lee Junhee Seok GAN 27 25 0 19 May 2020
Generative Adversarial Networks (GANs Survey): Challenges, Solutions, and Future Directions Divya Saxena Jiannong Cao AAML AI4CE 26 287 0 30 Apr 2020
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey Chongzhen Zhang Jianrui Wang Gary G. Yen Chaoqiang Zhao Qiyu Sun Yang Tang Feng Qian Jürgen Kurths AAML 35 20 0 29 Mar 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 35 821 0 20 Jan 2020
Improving Image Autoencoder Embeddings with Perceptual Loss G. Pihlgren Fredrik Sandin Marcus Liwicki 25 33 0 10 Jan 2020
Image2StyleGAN++: How to Edit the Embedded Images? Rameen Abdal Yipeng Qin Peter Wonka 28 553 0 26 Nov 2019
WeatherNet: Recognising weather and visual conditions from street-level images using deep residual learning M. Ibrahim James Haworth T. Cheng 22 62 0 22 Oct 2019
Generative Modeling for Small-Data Object Detection Lanlan Liu Michael Muelly Jia Deng Tomas Pfister Li Li ObjD MedIm 30 63 0 16 Oct 2019
Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-quality Data for Training Chunpeng Wu W. Wen Yiran Chen H. Li GAN 30 2 0 25 Sep 2019
Extremely Weak Supervised Image-to-Image Translation for Semantic Segmentation Samarth Shukla Luc Van Gool Radu Timofte VLM 24 9 0 18 Sep 2019
The Mapillary Traffic Sign Dataset for Detection and Classification on a Global Scale C. Ertler Jerneja Mislej Tobias Ollmann Lorenzo Porzi Gerhard Neuhold Yubin Kuang 19 72 0 10 Sep 2019
Delving into Robust Object Detection from Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach Zhenyu Wu Karthik Suresh Priya Narayanan Hongyu Xu H. Kwon Zhangyang Wang AAML 26 76 0 11 Aug 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo Guosheng Lin VLM ObjD 35 800 0 10 Aug 2019
ReshapeGAN: Object Reshaping by Providing A Single Reference Image Ziqiang Zheng Yang Wu Zhibin Yu Yang Yang Haiyong Zheng T. Kanade GAN 21 0 0 16 May 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 36 2,290 0 13 May 2019
Deep Learning for Image Super-resolution: A Survey Zhihao Wang Jian Chen Guosheng Lin SupR 24 1,419 0 16 Feb 2019
Yes, we GAN: Applying Adversarial Techniques for Autonomous Driving Michal Uřičář P. Krízek David Hurych Ibrahim Sobh S. Yogamani Patrick Denny GAN 30 58 0 09 Feb 2019
Generative Adversarial Classifier for Handwriting Characters Super-Resolution Zhuang Qian Kaizhu Huang Qiufeng Wang Jimin Xiao Rui Zhang GAN 25 26 0 18 Jan 2019