PaperWeekly

Classical Image Features, Image Processing and Pattern Recognition

Paper Name	Published time	Link
Marr-1980	1980	link
Laws-Filters	1980	link
findContours	1985	link
cornerHarris	1988	link
GoodFeaturesToTrack	1993	IEEE
SIFT-1999	1999	iccv99
LBP	2002	link
HOG	2005	paper
SURF	2006	paper
FAST	2006	paper
DPM	2008	paper
BRIEF	2010	paper
VGG-Texture-Classification	2005	VGG
Deep Filter Banks	2015	CVPR
Live-Wire-1992	1992	link
Normalized-Cuts	1997	stanford
Bilateral-Filter	1998	link
Mattes-Mutual-Information	2001	harvard
Elastic Distortion	2003	cmu
IFT	2004	PAMI
Non-Local-Means	2005	paper
t-SNE visualization	2008	link
Histogram-Modification-Framework	2009	IEEE
gPb	2010	Berkeley
linemod	2012	link
Objectness	2012	PAMI
NumPy-Nature	2020	Nature

Paper Name	Published time	Link
Attention	2017	1706.03762
DETR	2020	2005.12872
ViT	2020	2010.11929
Vision-Transformers-Survey	2021	2101.01169
Rethinking-Generalization	2016	1611.03530
Data-HFC-CNN	2019	1905.13545
Contrastive-Loss-Function	2006	LeCun
Nature-Deep-Learning	2015	Nature
Federated-Averaging	2016	1602.05629
Deep-Learning-Computer-Architecture-Chip-Design	2019	1911.05289
DL-Critical-Appraisal	2018	1801.00631
DL-vs-Traditional-CV	2019	1910.13796
Federated-Machine-Learning	2019	1902.04885
Federated-Learning-At-Scale	2019	1902.01046
ML-Stuck-in-a-Rut	2019	HotOS-2019
Self-supervised-representation-learning-revisited	2019	1901.09005
Momentum-Contrast	2019	1911.05722
SimCLR	2020	2002.05079
Deep OCC	2018	1801.05365v2
OC-CNN	2019	1901.08688v1

Model name	Published time	Link
AlexNet	2012	nips link
Visualization	2013	1311.2901
Inception V1 i.e. GoogLeNet	2014	1409.4842v1
Inception V2	2015	1502.03167v3
Inception V3	2015	1512.00567v3
Inception V4	2016	1602.07261v2
Xception	2016	1610.02357v3
VGG	2014	1409.1556
Spatial-Transformer-Networks	2015	1506.02025
ResNet V1	2015	1512.03385
ResNet V2	2016	1603.05027
ResNeXt	2016	1611.05431
DenseNet	2016	1608.06993
ShuffleNetV1	2017	1707.01083
ShuffleNetV2	2018	1807.11164
MobileNet	2017	1704.04861
MobileNetV2	2018	1801.04381v3
SENet	2017	1709.01507
MnasNet	2018	1807.11626
OctConv	2019	1904.0509
MobileNetV3	2019	1905.02244
EfficientNet	2019	1905.11946
ResNeSt	2020	2004.08955
Non-local NN	2017	1711.07971
ResNet-RS	2021	2103.07579
RandAugment	2019	1909.13719
Deformable-CNN-v1	2017	1703.06211
Deformable-CNN-v2	2018	1811.11168

Model name	Published time	Link
FCN	2015	1411.4038
DeepLabV1	2015	1412.7062
DeepLabV2	2016	1606.00915
DeepLabV3	2017	1706.05587
DeepLabV3+	2018	1802.02611
Dense-Prediction-Architecture-Search	2018	1809.04184
Auto-DeepLab	2019	1901.02985
Boundary-Loss	2018	1812.07032
U-Net-Medical	2015	1505.04597
V-Net	2016	1606.04797
Clinically-Applicable-DL-OAR-Delineation	2019	Nature
nnU-Net	2019	1904.08128
Fast-SCNN	2019	1902.04502

Model name	Published time	Link
GAN	2014	1406.2661
cGAN	2014	1411.1784
DCGAN	2015	1511.06434
Improved-Techniques-for-Training-GANs	2016	1606.03498
pix2pix	2016	1611.07004
CycleGAN	2017	1703.10593

Paper	Published time	Link
Convolutional Pose Machines	2016	1602.00134
Part Affinity Fields	2016	1611.08050
Hand keypoint detection	2017	1704.07809
OpenPose	2018	1812.08008

Name	Published time	Link
CNN-FFT	2014	1312.5851v5
FFT-DL-Deploy	2017	1712.04910
Caffe	2014	1408.5093
Knowledge-Distilling	2015	1503.02531
Learning-weights-and-connections	2015	1506.02626
Deep-Compression	2015	1510.00149
Pruning-Filters	2016	1608.08710
TVM	2018	1802.04799
Integer-Arithmetic-Inference	2018	1712.05877
Quantization	2018	1806.08342
Auto-Keras	2018	1806.10282

Name	Published time	Link
FlowNet	2015	1504.06852
FlowNetV2	2016	1612.01925
Geometric-Mapping-CNN	2017	1703.05593
CNN-3D-2D-Registration	2016	1507.07505
MV-3D-2D-CNN-Registration	2018	1811.11816
VoxelMorph	2018	1809.05231
X-ray-CT-Registration	2019	MICCAI2019
Weakly-Supervised-CNN-Multimodal-Registration	2018	1807.03361
POINT2	2019	1903.03896

Name	Published time	Link
DRR-Siddon-1985	1985	aapm
DRR-Jacob-1998	1998	semanticscholar
DRR-GPU-deGreef-2009	2009	aapm
MRI-sCT-Generation-Review	2017	Radioation Oncology
Survey-DL-Medical	2017	1702.05747
CycleGAN-UNIT-comparison	2018	1806.07777v1
DL-Registration-Survey	2019	1903.02026
Models Genesis	2019	1908.06912
Radiomics-ML-DL	2020	aapm
Intrafractional-motion-management	2020	pubmed
UltraSound-Toolbox	2017	IEEE
ALTIS	2019	pubmed
CBCT-Scatter-Compensation	2011	aapm
CBCT-Scatter-Estimation	2011	aapm
CT-Survey	2013	springer
CT-Reconstruction-Evolution	2019	springer
CT-RED-CNN	2017	IEEE

Paper	time	link
PCL-Library	2011	PCL
Open3D	2018	1801.09847
HED	2015	1504.06375
FireNet	2018	personal link
Contour-to-DICOM-RT-Structure-Set	2009	link
stochasticity	2000	link