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An Analysis of Scale Invariance in Object Detection - SNIP

An Analysis of Scale Invariance in Object Detection - SNIP

22 November 2017
Bharat Singh
L. Davis
    ObjD
ArXivPDFHTML

Papers citing "An Analysis of Scale Invariance in Object Detection - SNIP"

50 / 103 papers shown
Title
Rethinking Features-Fused-Pyramid-Neck for Object Detection
Rethinking Features-Fused-Pyramid-Neck for Object Detection
Hulin Li
14
0
0
19 May 2025
DPNet: Dynamic Pooling Network for Tiny Object Detection
DPNet: Dynamic Pooling Network for Tiny Object Detection
Luqi Gong
Haotian Chen
Yushen Chen
Tianliang Yao
Chao Li
Shuai Zhao
Guangjie Han
ObjD
176
0
0
05 May 2025
SparseFormer: Detecting Objects in HRW Shots via Sparse Vision Transformer
SparseFormer: Detecting Objects in HRW Shots via Sparse Vision Transformer
Wenxi Li
Yuchen Guo
Jilai Zheng
Haozhe Lin
Chao Ma
Lu Fang
Xiaokang Yang
ViT
62
1
0
11 Feb 2025
YOLOSCM: An improved YOLO algorithm for cars detection
YOLOSCM: An improved YOLO algorithm for cars detection
Changhui Deng
Lieyang Chen
Shinan Liu
76
0
0
23 Jan 2025
Rectify the Regression Bias in Long-Tailed Object Detection
Rectify the Regression Bias in Long-Tailed Object Detection
Ke Zhu
Minghao Fu
Jie Shao
Tianyu Liu
Jianxin Wu
46
2
0
29 Jan 2024
NormNet: Scale Normalization for 6D Pose Estimation in Stacked Scenarios
NormNet: Scale Normalization for 6D Pose Estimation in Stacked Scenarios
En-Te Lin
Weijie Lv
Ding-Tao Huang
Long Zeng
3DPC
32
0
0
15 Nov 2023
S$^3$AD: Semi-supervised Small Apple Detection in Orchard Environments
S3^33AD: Semi-supervised Small Apple Detection in Orchard Environments
Robert Johanson
Christian Wilms
Ole Johannsen
Simone Frintrop
30
3
0
08 Nov 2023
Detection and Localization of Firearm Carriers in Complex Scenes for
  Improved Safety Measures
Detection and Localization of Firearm Carriers in Complex Scenes for Improved Safety Measures
Arif Mahmood
Abdul Basit
Muhammad Akhtar Munir
Mohsen Ali
24
1
0
17 Sep 2023
End-to-End Spatio-Temporal Action Localisation with Video Transformers
End-to-End Spatio-Temporal Action Localisation with Video Transformers
A. Gritsenko
Xuehan Xiong
Josip Djolonga
Mostafa Dehghani
Chen Sun
Mario Lucic
Cordelia Schmid
Anurag Arnab
ViT
37
13
0
24 Apr 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 Survey
Kunlin Wang
Zi Wang
Zhang Li
Ang Su
Xichao Teng
Minhao Liu
Qifeng Yu
Qifeng Yu
ObjD
89
9
0
21 Feb 2023
Universal Object Detection with Large Vision Model
Universal Object Detection with Large Vision Model
Feng-Huei Lin
Wenze Hu
Yaowei Wang
Yonghong Tian
Guangming Lu
Fanglin Chen
Yong-mei Xu
Xiaoyu Wang
VLM
ObjD
32
8
0
19 Dec 2022
UIU-Net: U-Net in U-Net for Infrared Small Object Detection
UIU-Net: U-Net in U-Net for Infrared Small Object Detection
Xin Wu
Danfeng Hong
Jocelyn Chanussot
ObjD
36
440
0
02 Dec 2022
ARUBA: An Architecture-Agnostic Balanced Loss for Aerial Object
  Detection
ARUBA: An Architecture-Agnostic Balanced Loss for Aerial Object Detection
Rebbapragada V C Sairam
Monish Keswani
Uttaran Sinha
Nishit Shah
V. Balasubramanian
30
7
0
10 Oct 2022
Effective Self-supervised Pre-training on Low-compute Networks without
  Distillation
Effective Self-supervised Pre-training on Low-compute Networks without Distillation
Fuwen Tan
F. Saleh
Brais Martínez
35
4
0
06 Oct 2022
Bottom-Up 2D Pose Estimation via Dual Anatomical Centers for Small-Scale
  Persons
Bottom-Up 2D Pose Estimation via Dual Anatomical Centers for Small-Scale Persons
Yu-Feng Cheng
Yihao Ai
Bo Wang
Xinchao Wang
R. Tan
3DH
36
11
0
25 Aug 2022
RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object
  Detection
RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object Detection
Chang Xu
Jinwang Wang
Wen Yang
Huai Yu
Lei Yu
Guisong Xia
ObjD
39
130
0
18 Aug 2022
YOLO-FaceV2: A Scale and Occlusion Aware Face Detector
YOLO-FaceV2: A Scale and Occlusion Aware Face Detector
Ziping Yu
Hongbo Huang
Weijun Chen
Yongxin Su
Yahui Liu
Xiu-Ying Wang
ObjD
CVBM
21
160
0
03 Aug 2022
Towards Large-Scale Small Object Detection: Survey and Benchmarks
Towards Large-Scale Small Object Detection: Survey and Benchmarks
Gong Cheng
Xiang Yuan
Xiwen Yao
Ke Yan
Qinghua Zeng
Xingxing Xie
Junwei Han
ObjD
30
307
0
28 Jul 2022
Active Pointly-Supervised Instance Segmentation
Active Pointly-Supervised Instance Segmentation
Chufeng Tang
Lingxi Xie
Gang Zhang
Xiaopeng Zhang
Qi Tian
Xiaolin Hu
ISeg
40
15
0
23 Jul 2022
Trusted Multi-Scale Classification Framework for Whole Slide Image
Trusted Multi-Scale Classification Framework for Whole Slide Image
Ming Feng
Kele Xu
Na Wu
Weiquan Huang
Yan Bai
Changjian Wang
Huaimin Wang
39
5
0
12 Jul 2022
Beyond Transfer Learning: Co-finetuning for Action Localisation
Beyond Transfer Learning: Co-finetuning for Action Localisation
Anurag Arnab
Xuehan Xiong
A. Gritsenko
Rob Romijnders
Josip Djolonga
Mostafa Dehghani
Chen Sun
Mario Lucic
Cordelia Schmid
38
8
0
08 Jul 2022
Detecting tiny objects in aerial images: A normalized Wasserstein
  distance and a new benchmark
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
38
156
0
28 Jun 2022
Unpaired Image Captioning by Image-level Weakly-Supervised Visual
  Concept Recognition
Unpaired Image Captioning by Image-level Weakly-Supervised Visual Concept Recognition
Peipei Zhu
Tianlin Li
Yong Luo
Zhenglong Sun
Wei-Shi Zheng
Yaowei Wang
Chia-Ju Chen
30
12
0
07 Mar 2022
YOLO-Z: Improving small object detection in YOLOv5 for autonomous
  vehicles
YOLO-Z: Improving small object detection in YOLOv5 for autonomous vehicles
Aduen Benjumea
Izzedin Teeti
Fabio Cuzzolin
Andrew Bradley
ObjD
13
142
0
22 Dec 2021
Lite Vision Transformer with Enhanced Self-Attention
Lite Vision Transformer with Enhanced Self-Attention
Chenglin Yang
Yilin Wang
Jianming Zhang
He Zhang
Zijun Wei
Zhe-nan Lin
Alan Yuille
ViT
21
112
0
20 Dec 2021
Embracing Single Stride 3D Object Detector with Sparse Transformer
Embracing Single Stride 3D Object Detector with Sparse Transformer
Lue Fan
Ziqi Pang
Tianyuan Zhang
Yu-xiong Wang
Hang Zhao
Feng Wang
Naiyan Wang
Zhaoxiang Zhang
ViT
27
255
0
13 Dec 2021
Tiny Obstacle Discovery by Occlusion-Aware Multilayer Regression
Tiny Obstacle Discovery by Occlusion-Aware Multilayer Regression
Feng Xue
Anlong Ming
Yu Zhou
21
17
0
17 Nov 2021
HR-RCNN: Hierarchical Relational Reasoning for Object Detection
HR-RCNN: Hierarchical Relational Reasoning for Object Detection
Hao Chen
Abhinav Shrivastava
17
1
0
26 Oct 2021
A Normalized Gaussian Wasserstein Distance for Tiny Object Detection
A Normalized Gaussian Wasserstein Distance for Tiny Object Detection
Jinwang Wang
Chang Xu
Wen Yang
Lei Yu
42
309
0
26 Oct 2021
Circle Representation for Medical Object Detection
Circle Representation for Medical Object Detection
Chaobing Zheng
Haichun Yang
Ruining Deng
Yuzhe Lu
Zheyu Zhu
Wenjian Ying
Le Lu
Bennett A. Landman
Agnes B. Fogo
Yuankai Huo
MedIm
21
36
0
22 Oct 2021
Infrared Small-Dim Target Detection with Transformer under Complex
  Backgrounds
Infrared Small-Dim Target Detection with Transformer under Complex Backgrounds
Fangcen Liu
Chenqiang Gao
Fangge Chen
Deyu Meng
W. Zuo
Xinbo Gao
ViT
39
37
0
29 Sep 2021
Dead Pixel Test Using Effective Receptive Field
Dead Pixel Test Using Effective Receptive Field
Bum Jun Kim
Hyeyeon Choi
Hyeonah Jang
Dong Gu Lee
Wonseok Jeong
Sang Woo Kim
27
25
0
31 Aug 2021
AdaZoom: Adaptive Zoom Network for Multi-Scale Object Detection in Large
  Scenes
AdaZoom: Adaptive Zoom Network for Multi-Scale Object Detection in Large Scenes
Jingtao Xu
Yali Li
Shengjin Wang
ObjD
18
12
0
19 Jun 2021
Scale-invariant scale-channel networks: Deep networks that generalise to
  previously unseen scales
Scale-invariant scale-channel networks: Deep networks that generalise to previously unseen scales
Ylva Jansson
T. Lindeberg
11
23
0
11 Jun 2021
Aligning Pretraining for Detection via Object-Level Contrastive Learning
Aligning Pretraining for Detection via Object-Level Contrastive Learning
Fangyun Wei
Yue Gao
Zhirong Wu
Han Hu
Stephen Lin
ObjD
24
144
0
04 Jun 2021
PDNet: Toward Better One-Stage Object Detection With Prediction
  Decoupling
PDNet: Toward Better One-Stage Object Detection With Prediction Decoupling
Li Yang
Yan Xu
Shaoru Wang
Chun Yuan
Ziqi Zhang
Bing Li
Weiming Hu
ObjD
64
19
0
28 Apr 2021
Dense Relation Distillation with Context-aware Aggregation for Few-Shot
  Object Detection
Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection
Hanzhe Hu
Shuai Bai
Aoxue Li
J. Cui
Liwei Wang
ObjD
27
154
0
30 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
Ze Liu
Yutong Lin
Yue Cao
Han Hu
Yixuan Wei
Zheng-Wei Zhang
Stephen Lin
B. Guo
ViT
145
20,710
0
25 Mar 2021
Tracking Pedestrian Heads in Dense Crowd
Tracking Pedestrian Heads in Dense Crowd
Ramanathan Sundararaman
Cédric Braga
É. Marchand
J. Pettré
VOT
20
72
0
24 Mar 2021
CE-FPN: Enhancing Channel Information for Object Detection
CE-FPN: Enhancing Channel Information for Object Detection
Yihao Luo
Xiang Cao
Juntao Zhang
Xiang Cao
Jingjuan Guo
Haibo Shen
Tianjiang Wang
Qi Feng
ObjD
24
146
0
19 Mar 2021
RangeDet:In Defense of Range View for LiDAR-based 3D Object Detection
RangeDet:In Defense of Range View for LiDAR-based 3D Object Detection
Lue Fan
Xuan Xiong
Feng Wang
Nai-long Wang
Zhaoxiang Zhang
3DPC
39
219
0
18 Mar 2021
You Only Look One-level Feature
You Only Look One-level Feature
Qiang Chen
Yingming Wang
Tong Yang
Xinming Zhang
Jian Cheng
Jian Sun
ObjD
32
517
0
17 Mar 2021
QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small
  Object Detection
QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection
Chenhongyi Yang
Zehao Huang
Naiyan Wang
ObjD
30
225
0
16 Mar 2021
Scale Normalized Image Pyramids with AutoFocus for Object Detection
Scale Normalized Image Pyramids with AutoFocus for Object Detection
Bharat Singh
Mahyar Najibi
Abhishek Sharma
L. Davis
ObjD
27
18
0
10 Feb 2021
Implicit Feature Pyramid Network for Object Detection
Implicit Feature Pyramid Network for Object Detection
Tiancai Wang
Xinming Zhang
Jian Sun
ObjD
13
27
0
25 Dec 2020
A Holistically-Guided Decoder for Deep Representation Learning with
  Applications to Semantic Segmentation and Object Detection
A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object Detection
Jianbo Liu
Sijie Ren
Yuanjie Zheng
Xiaogang Wang
Hongsheng Li
SSeg
33
11
0
18 Dec 2020
Attentional Local Contrast Networks for Infrared Small Target Detection
Attentional Local Contrast Networks for Infrared Small Target Detection
Yimian Dai
Yiquan Wu
Fei Zhou
Kobus Barnard
23
394
0
15 Dec 2020
Towards Better Object Detection in Scale Variation with Adaptive Feature
  Selection
Towards Better Object Detection in Scale Variation with Adaptive Feature Selection
Zehui Gong
Dong Li
ObjD
40
4
0
06 Dec 2020
Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate
  Single-Shot Object Detection
Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object Detection
Ping-Yang Chen
Chien-Yao Wang
J. Hsieh
Munkhjargal Gochoo
ObjD
24
79
0
03 Dec 2020
TinaFace: Strong but Simple Baseline for Face Detection
TinaFace: Strong but Simple Baseline for Face Detection
Yanjia Zhu
Hongxiang Cai
Shuhan Zhang
Chenhao Wang
Yichao Xiong
CVBM
35
84
0
26 Nov 2020
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