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SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements

10 March 2025

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Papers citing "SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements"

31 / 31 papers shown

Title
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW ImagesEuropean Conference on Computer Vision (ECCV), 2024 Ziteng Cui Tatsuya Harada 160 16 0 27 Aug 2024
YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information Chien-Yao Wang I-Hau Yeh Hongpeng Liao 356 2,686 0 21 Feb 2024
RawHDR: High Dynamic Range Image Reconstruction from a Single Raw ImageIEEE International Conference on Computer Vision (ICCV), 2023 Yunhao Zou Chenggang Yan Ying Fu 254 32 0 05 Sep 2023
Efficient Visual Computing with Camera RAW SnapshotsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Zhihao Li Ming Lu Xu Zhang Xin Feng M. Salman Asif Zhan Ma 211 17 0 15 Dec 2022
DynamicISP: Dynamically Controlled Image Signal Processor for Image RecognitionIEEE International Conference on Computer Vision (ICCV), 2022 Masakazu Yoshimura Junji Otsuka Atsushi Irie Takeshi Ohashi VLM 311 24 0 02 Nov 2022
Rawgment: Noise-Accounted RAW Augmentation Enables Recognition in a Wide Variety of EnvironmentsComputer Vision and Pattern Recognition (CVPR), 2022 Masakazu Yoshimura Junji Otsuka Atsushi Irie Takeshi Ohashi 242 19 0 28 Oct 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectorsComputer Vision and Pattern Recognition (CVPR), 2022 Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 414 8,908 0 06 Jul 2022
GenISP: Neural ISP for Low-Light Machine Cognition Igor Morawski Yu-An Chen Yu-sheng Lin Shusil Dangi Kai He Winston H. Hsu VLM 134 34 0 07 May 2022
ReconfigISP: Reconfigurable Camera Image Processing PipelineIEEE International Conference on Computer Vision (ICCV), 2021 K. Yu Zexian Li Yue Peng Chen Change Loy Jinwei Gu 137 38 0 10 Sep 2021
Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision Zhilu Zhang Haolin Wang Ming-Yu Liu Ruohao Wang Jiawei Zhang W. Zuo 153 52 0 18 Aug 2021
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 557 5,186 0 18 Jul 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with TransformersNeural Information Processing Systems (NeurIPS), 2021 Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 1.1K 6,840 0 31 May 2021
Invertible Image Signal ProcessingComputer Vision and Pattern Recognition (CVPR), 2021 Yazhou Xing Zian Qian Qifeng Chen 278 142 0 28 Mar 2021
Joint Denoising and Demosaicking with Green Channel Prior for Real-world Burst ImagesIEEE Transactions on Image Processing (TIP), 2021 Shi Guo Zhetong Liang Lei Zhang 167 40 0 25 Jan 2021
Deformable DETR: Deformable Transformers for End-to-End Object DetectionInternational Conference on Learning Representations (ICLR), 2020 Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 653 6,496 0 08 Oct 2020
End-to-End Object Detection with TransformersEuropean Conference on Computer Vision (ECCV), 2020 Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 1.9K 16,140 0 26 May 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 398 14,285 0 23 Apr 2020
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo Guosheng Lin VLM ObjD 254 884 0 10 Aug 2019
Automatic ISP image quality tuning using non-linear optimization Jun Nishimura Timo Gerasimow R. Sushma Aleksandar Sutic Chyuan-Tyng Wu G. Michael 144 44 0 24 Feb 2019
Unprocessing Images for Learned Raw Denoising Tim Brooks B. Mildenhall Tianfan Xue Jiawen Chen Dillon Sharlet Jonathan T. Barron 234 494 0 27 Nov 2018
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 491 1,353 0 04 May 2018
Reconfiguring the Imaging Pipeline for Computer Vision Mark Buckler Suren Jayasuriya Adrian Sampson 235 115 0 11 May 2017
Dirty Pixels: Towards End-to-End Image Processing and PerceptionACM Transactions on Graphics (TOG), 2017 Steven Diamond Vincent Sitzmann Frank D. Julca-Aguilar Stephen P. Boyd Gordon Wetzstein Felix Heide 325 65 0 23 Jan 2017
YOLO9000: Better, Faster, StrongerComputer Vision and Pattern Recognition (CVPR), 2016 Joseph Redmon Ali Farhadi VLM ObjD 575 16,942 0 25 Dec 2016
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 2.1K 33,058 0 08 Dec 2015
You Only Look Once: Unified, Real-Time Object DetectionComputer Vision and Pattern Recognition (CVPR), 2015 Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 1.4K 42,037 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015 Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 1.4K 68,769 0 04 Jun 2015
Fast R-CNN Ross B. Girshick ObjD 769 27,257 0 30 Apr 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 1.4K 45,531 0 11 Feb 2015
Microsoft COCO: Common Objects in ContextEuropean Conference on Computer Vision (ECCV), 2014 Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 13.4K 48,976 0 01 May 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 1.2K 28,008 0 11 Nov 2013