22.2.12.5 Thermal, Infrared Face Recognition

Chapter Contents (Back)
Infrared. Thermal Imaging. Infrared, Faces. Face Recognition.

Srivastava, A.[Anuj], Liu, X.W.[Xiu-Wen],
Statistical hypothesis pruning for identifying faces from infrared images,
IVC(21), No. 7, July 2003, pp. 651-661.
Elsevier DOI 0307
BibRef

Liu, X.W.[Xiu-Wen], Srivastava, A.,
A spectral representation for appearance-based classification and recognition,
ICPR02(I: 37-40).
IEEE DOI 0211
BibRef

Liu, X.W.[Xiu-Wen], Srivastava, A., Gallivan, K.A.,
Optimal linear representations of images for object recognition,
PAMI(26), No. 5, May 2004, pp. 662-666.
IEEE Abstract. 0404
BibRef
Earlier: CVPR03(I: 229-234).
IEEE DOI 0307
BibRef

Wu, Y.M.[Yi-Ming], Liu, X.W.[Xiu-Wen], Mio, W.[Washington], Gallivan, K.A.,
Two-Stage Optimal Component Analysis,
CVIU(110), No. 1, April 2008, pp. 91-101.
Elsevier DOI 0711
BibRef
Earlier: ICIP06(2041-2044).
IEEE DOI 0610
Linear representation; Object recognition; Optimal component analysis; Grassmann manifold BibRef

Srivastava, A.[Anuj], Liu, X.W.[Xiu-Wen], Hesher, C.[Curt],
Face recognition using optimal linear components of range images,
IVC(24), No. 3, 1 March 2006, pp. 291-299.
Elsevier DOI Face recognition; Range imaging; Optimal component analysis; Nearest neighbor classifier; Grassmann manifold 0604
BibRef

Srivastava, A., Liu, X., Thomasson, B., Hesher, C.,
Spectral Probability Models for IR Images With Applications to IR Face Recognition,
CVBVS01(xx-yy). 0110

See also Analytical Image Models and Their Applications. BibRef

Socolinsky, D.A.[Diego A.], Selinger, A.[Andrea], Neuheisel, J.D.[Joshua D.],
Face Recognition with Visible and Thermal Infrared Imagery,
CVIU(91), No. 1-2, July-August 2003, pp. 72-114.
Elsevier DOI 0309

See also Tracking Human Faces in Infrared Video. BibRef

Wolff, L.B.[Lawrence B.], Socolinsky, D.A.[Diego A.], Eveland, C.K.[Christopher K.],
Quantitative Measurement of Illumination Invariance for Face Recognition Using Thermal Infrared Imagery,
CVBVS01(xx-yy). 0110
BibRef

Socolinsky, D.A.[Diego A.], Wolff, L.B.[Lawrence B.], Neuheisel, J.D., Eveland, C.K.[Christopher K.],
Illumination Invariant Face Recognition Using Thermal Infrared Imagery,
CVPR01(I:527-534).
IEEE DOI 0110
BibRef

Socolinsky, D.A.[Diego A.], Selinger, A.[Andrea],
Thermal face recognition over time,
ICPR04(IV: 187-190).
IEEE DOI 0409
BibRef
And:
Thermal face recognition in an operational scenario,
CVPR04(II: 1012-1019).
IEEE DOI 0408
BibRef
Earlier:
A Comparative Analysis of Face Recognition Performance with Visible and Thermal Infrared Imagery,
ICPR02(IV: 217-222).
IEEE DOI 0211
BibRef

Selinger, A.[Andrea], Socolinsky, D.A.[Diego A.],
Face Recognition in the Dark,
OTCBVS04(129).
IEEE DOI 0502
BibRef

Bebis, G.N.[George N.], Gyaourova, A.[Aglika], Singh, S.[Saurabh], Pavlidis, I.T.[Ioannis T.],
Face recognition by fusing thermal infrared and visible imagery,
IVC(24), No. 7, July 2006, pp. 727-742.
Elsevier DOI 0608
Infrared; Visible; Fusion; Principal component analysis; Wavelets BibRef

Gyaourova, A.[Aglika], Bebis, G.N.[George N.], Pavlidis, I.[Ioannis],
Fusion of Infrared and Visible Images for Face Recognition,
ECCV04(Vol IV: 456-468).
Springer DOI 0405
BibRef

Kong, S.G.[Seong G.], Heo, J.G.[Jin-Gu], Abidi, B.R.[Besma R.], Paik, J.K.[Joon-Ki], Abidi, M.A.[Mongi A.],
Recent advances in visual and infrared face recognition: A review,
CVIU(97), No. 1, January 2005, pp. 103-135.
Elsevier DOI 0412
Award, CVIU, Most Cited. Most cited for CVIU articles 2004-2006. Also: Most cited for CVIU articles 2005-2007 (40 times). BibRef

Buddharaju, P.[Pradeep], Pavlidis, I.T.[Ioannis T.], Tsiamyrtzis, P., Bazakos, M.,
Physiology-Based Face Recognition in the Thermal Infrared Spectrum,
PAMI(29), No. 4, April 2007, pp. 613-626.
IEEE DOI 0703
BibRef

Buddharaju, P.[Pradeep], Pavlidis, I.[Ioannis],
Physiological face recognition is coming of age,
CVPR09(128-135).
IEEE DOI 0906
BibRef

Buddharaju, P.[Pradeep], Pavlidis, I.T.[Ioannis T.], Tsiamyrtzis, P.,
Pose-Invariant Physiological Face Recognition in the Thermal Infrared Spectrum,
Biometrics06(53).
IEEE DOI 0609
BibRef
Earlier:
Physiology-based face recognition,
AVSBS05(354-359).
IEEE DOI 0602
BibRef

Buddharaju, P.[Pradeep], Pavlidis, I.T.[Ioannis T.], Kakadiaris, I.A.[Ioannis A.],
Face Recognition in the Thermal Infrared Spectrum,
OTCBVS04(133).
IEEE DOI 0502
BibRef

Kakadiaris, I.A., Passalis, G., Theoharis, T., Toderici, G., Konstantinidis, I., Murtuza, N.,
Multimodal Face Recognition: Combination of Geometry with Physiological Information,
CVPR05(II: 1022-1029).
IEEE DOI 0507
BibRef
And:
8D-THERMO CAM: Combination of Geometry with Physiological Information for Face Recognition,
CVPR05(II: 1183).
IEEE DOI 0507
BibRef

Li, S.Z.[Stan Z.], Chu, R.F.[Ru-Feng], Liao, S.C.[Sheng-Cai], Zhang, L.[Lun],
Illumination Invariant Face Recognition Using Near-Infrared Images,
PAMI(29), No. 4, April 2007, pp. 627-639.
IEEE DOI 0703
BibRef

Pan, K.[Ke], Liao, S.C.[Sheng-Cai], Zhang, Z.J.[Zhi-Jian], Li, S.Z.[Stan Z.], Zhang, P.R.[Pei-Ren],
Part-based Face Recognition Using Near Infrared Images,
OTCBVS07(1-6).
IEEE DOI 0706
BibRef

Huang, X., Lei, Z.[Zhen], Fan, M., Wang, X., Li, S.Z.[Stan Z.],
Regularized Discriminative Spectral Regression Method for Heterogeneous Face Matching,
IP(22), No. 1, January 2013, pp. 353-362.
IEEE DOI 1301

See also Efficient feature selection for linear discriminant analysis and its application to face recognition. BibRef

Yi, D.[Dong], Lei, Z.[Zhen], Li, S.Z.,
Shared representation learning for heterogenous face recognition,
FG15(1-7)
IEEE DOI 1508
Boltzmann machines BibRef

Lei, Z.[Zhen], Li, S.Z.[Stan Z.],
Coupled Spectral Regression for matching heterogeneous faces,
CVPR09(1123-1128).
IEEE DOI 0906
Use near IR for recognition, but visible images in initial data. Project each into common subspace and compare projected data. BibRef

Yi, D.[Dong], Liu, R.[Rong], Chu, R.F.[Ru-Feng], Lei, Z.[Zhen], Li, S.Z.[Stan Z.],
Face Matching Between Near Infrared and Visible Light Images,
ICB07(523-530).
Springer DOI 0708
BibRef

Yi, D.[Dong], Liu, R.[Rong], Chu, R.F.[Ru-Feng], Wang, R.[Rui], Liu, D.[Dong], Li, S.Z.[Stan Z.],
Outdoor Face Recognition Using Enhanced Near Infrared Imaging,
ICB07(415-423).
Springer DOI 0708
BibRef

Ao, M.[Meng], Li, S.Z.[Stan Z.],
Near Infrared Face Based Biometric Key Binding,
ICB09(376-385).
Springer DOI 0906
BibRef

Li, S.Z.[Stan Z.], Chu, R.F.[Ru-Feng], Ao, M.[Meng], Zhang, L.[Lun], He, R.[Ran],
Highly Accurate and Fast Face Recognition Using Near Infrared Images,
ICB06(151-158).
Springer DOI 0601
BibRef

Li, S.Z.[Stan Z.], Zhang, L.[Lun], Liao, S.C.[Sheng-Cai], Zhu, X.X.[Xiang-Xin], Chu, R.F.[Ru-Feng], Ao, M.[Meng], He, R.[Ran],
A Near-infrared Image Based Face Recognition System,
FGR06(455-460).
IEEE DOI 0604
BibRef

Zhang, L.[Lun], Chu, R.F.[Ru-Feng], Xiang, S.M.[Shi-Ming], Liao, S.C.[Sheng-Cai], Li, S.Z.[Stan Z.],
Face Detection Based on Multi-Block LBP Representation,
ICB07(11-18).
Springer DOI 0708
BibRef

Singh, R.[Richa], Vatsa, M.[Mayank], Noore, A.[Afzel],
Integrated multilevel image fusion and match score fusion of visible and infrared face images for robust face recognition,
PR(41), No. 3, March 2008, pp. 880-893.
Elsevier DOI 0711
Face recognition; Image fusion; Match score fusion; Granular computing; Support vector machine; Dezert Smarandache theory BibRef

Singh, R.[Richa], Vatsa, M.[Mayank], Noore, A.[Afzel],
Face recognition with disguise and single gallery images,
IVC(27), No. 3, February 2009, pp. 245-257.
Elsevier DOI 0804
Face recognition; Face disguise; Log polar Gabor transform; Phase features BibRef

Singh, R.[Richa], Vatsa, M.[Mayank], Noore, A.[Afzel],
Multiclass mv-granular soft support vector machine: A case study in dynamic classifier selection for multispectral face recognition,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Vatsa, M.[Mayank], Singh, R.[Richa], Ross, A.A.[Arun A.], Noore, A.[Afzel],
Likelihood ratio in a SVM framework: Fusing linear and non-linear face classifiers,
Biometrics08(1-6).
IEEE DOI 0806
BibRef

Kong, S.G.[Seong G.], Heo, J.G.[Jin-Gu], Boughorbel, F.[Faysal], Zheng, Y.[Yue], Abidi, B.R.[Besma R.], Koschan, A.F.[Andreas F.], Yi, M.Z.[Ming-Zhong], Abidi, M.A.[Mongi A.],
Multiscale Fusion of Visible and Thermal IR Images for Illumination-Invariant Face Recognition,
IJCV(71), No. 2, February 2007, pp. 215-233.
Springer DOI 0609
For face recognition with illumination variations. BibRef

Hariharan, H., Gribok, A.V., Abidi, M.A., Koschan, A.F.,
Image Fusion and Enhancement via Empirical Mode Decomposition,
JPRR(1), No. 1, 2006, pp. 16-31.
PDF File. BibRef 0600

Hariharan, H., Koschan, A.F., Abidi, B.R.[Besma R.], Gribok, A.V., Abidi, M.A.[Mongi A.],
Fusion of Visible and Infrared Images using Empirical Mode Decomposition to Improve Face Recognition,
ICIP06(2049-2052).
IEEE DOI 0610
BibRef

Chang, H.[Hong], Koschan, A.F.[Andreas F.], Abidi, B.R.[Besma R.], Abidi, M.A.[Mongi A.],
Physics-based Fusion of Multispectral Data for Improved Face Recognition,
ICPR06(III: 1083-1086).
IEEE DOI 0609
BibRef

Chang, H., Harishwaran, H., Yi, M., Koschan, A.F., Abidi, B.R., Abidi, M.A.,
An Indoor and Outdoor, Multimodal, Multispectral and Multi-Illuminant Database for Face Recognition,
Biometrics06(54).
IEEE DOI 0609
BibRef

Wu, S.Q.[Shi-Qian], Lin, W.S.[Wei-Si], Xie, S.L.[Shou-Lie],
Skin heat transfer model of facial thermograms and its application in face recognition,
PR(41), No. 8, August 2008, pp. 2718-2729.
Elsevier DOI 0805
Face recognition; Infrared facial images; Skin heat transfer model; Thermal physiology; Biometrics BibRef

Faltemier, T.C.[Timothy C.], Bowyer, K.W.[Kevin W.], Flynn, P.J.[Patrick J.],
Using multi-instance enrollment to improve performance of 3D face recognition,
CVIU(112), No. 2, November 2008, pp. 114-125.
Elsevier DOI 0811
BibRef
Earlier:
Using a Multi-Instance Enrollment Representation to Improve 3D Face Recognition,
BTAS07(1-6).
IEEE DOI 0709
BibRef
Earlier:
3D Face Recognition with Region Committee Voting,
3DPVT06(318-325).
IEEE DOI 0606
3D face recognition; Multi-instance; Component-based recognition; Biometric; Expression variation; Range image BibRef

Chen, X.[Xin], Faltemier, T.C.[Timothy C.], Flynn, P.J.[Patrick J.], Bowyer, K.W.[Kevin W.],
Human Face Modeling and Recognition Through Multi-View High Resolution Stereopsis,
Biometrics06(50).
IEEE DOI 0609
BibRef

Zhang, B.C.[Bao-Chang], Zhang, L.[Lei], Zhang, D.[David], Shen, L.L.[Lin-Lin],
Directional binary code with application to PolyU near-infrared face database,
PRL(31), No. 14, 15 October 2010, pp. 2337-2344.
Elsevier DOI 1003
Near-infrared face recognition; Face database; Feature extraction BibRef

Raghavendra, R., Dorizzi, B.[Bernadette], Rao, A.[Ashok], Hemantha Kumar, G.,
Particle swarm optimization based fusion of near infrared and visible images for improved face verification,
PR(44), No. 2, February 2011, pp. 401-411.
Elsevier DOI 1011
Face verification; Image fusion; Particle swarm optimization; Match score level fusion; Visible and near infrared face images
See also Designing efficient fusion schemes for multimodal biometric systems using face and palmprint. BibRef

El Guebaly, T.[Tarek], and Bouguila, N.[Nizar],
Enhanced IR face recognition using Bayesian unsupervised algorithm,
SPIE(Newsroom), December 13, 2010.
DOI Link 1012
Review of IR recognition. BibRef

Klare, B.F.[Brendan F.], Jain, A.K.[Anil K.],
Heterogeneous Face Recognition Using Kernel Prototype Similarities,
PAMI(35), No. 6, June 2013, pp. 1410-1422.
IEEE DOI 1305
BibRef
Earlier:
Heterogeneous Face Recognition: Matching NIR to Visible Light Images,
ICPR10(1513-1516).
IEEE DOI 1008
BibRef

Li, Z.F.[Zhi-Feng], Gong, D.H.[Di-Hong], Qiao, Y.[Yu], Tao, D.,
Common Feature Discriminant Analysis for Matching Infrared Face Images to Optical Face Images,
IP(23), No. 6, June 2014, pp. 2436-2445.
IEEE DOI 1406
face recognition BibRef

Li, Z.F.[Zhi-Feng], Gong, D.H.[Di-Hong], Li, X.L.[Xue-Long], Tao, D.C.[Da-Cheng],
Learning Compact Feature Descriptor and Adaptive Matching Framework for Face Recognition,
IP(24), No. 9, September 2015, pp. 2736-2745.
IEEE DOI 1506
face recognition BibRef

Gong, D.H.[Di-Hong], Li, Z.F.[Zhi-Feng], Huang, W., Li, X.L.[Xue-Long], Tao, D.C.[Da-Cheng],
Heterogeneous Face Recognition: A Common Encoding Feature Discriminant Approach,
IP(26), No. 5, May 2017, pp. 2079-2089.
IEEE DOI 1704
Data mining BibRef

Mostafa, E.A.[Eslam A.], Hammoud, R.[Riad], Ali, A.[Asem], Farag, A.A.[Aly A.],
Face recognition in low resolution thermal images,
CVIU(117), No. 12, 2013, pp. 1689-1694.
Elsevier DOI 1310
Thermal imaging BibRef

Liao, S.C.[Sheng-Cai], Jain, A.K.[Anil K.], Li, S.Z.[Stan Z.],
Partial Face Recognition: Alignment-Free Approach,
PAMI(35), No. 5, May 2013, pp. 1193-1205.
IEEE DOI 1304
BibRef

Yang, J.[Jimei], Liao, S.C.[Sheng-Cai], Li, S.Z.[Stan Z.],
Automatic Partial Face Alignment in NIR Video Sequences,
ICB09(249-258).
Springer DOI 0906
BibRef

Travieso, C.M.[Carlos M.], del Pozo-Baños, M.[Marcos], Alonso, J.B.[Jesús B.],
Fused intra-bimodal face verification approach based on Scale-Invariant Feature Transform and a vocabulary tree,
PRL(36), No. 1, 2014, pp. 254-260.
Elsevier DOI 1312
Bimodal interaction. face images in visual and thermal ranges. BibRef

Ghiass, R.S.[Reza Shoja], Arandjelovic, O.D.[Ognjen D.], Bendada, A.[Abdelhakim], Maldague, X.[Xavier],
Infrared face recognition: A comprehensive review of methodologies and databases,
PR(47), No. 9, 2014, pp. 2807-2824.
Elsevier DOI 1406
Survey, Face Recognition. Survey BibRef

Osia, N., Bourlai, T.[Thirimachos],
A spectral independent approach for physiological and geometric based face recognition in the visible, middle-wave and long-wave infrared bands,
IVC(32), No. 11, 2014, pp. 847-859.
Elsevier DOI 1410
Face recognition BibRef

Osia, N.[Nnamdi], Bourlai, T.[Thirimachos],
Bridging the spectral gap using image synthesis: a study on matching visible to passive infrared face images,
MVA(28), No. 5-6, August 2017, pp. 649-663.
WWW Link. 1708
BibRef
Earlier:
On Matching Visible to Passive Infrared Face Images Using Image Synthesis Denoising,
FG17(904-911)
IEEE DOI 1707
Correlation, Databases, Face, Feature extraction, Image generation, Image reconstruction, Noise, reduction BibRef

Ma, J.[Jiayi], Zhao, J.[Ji], Ma, Y.[Yong], Tian, J.W.[Jin-Wen],
Non-rigid visible and infrared face registration via regularized Gaussian fields criterion,
PR(48), No. 3, 2015, pp. 772-784.
Elsevier DOI 1412
Registration BibRef

Narang, N.[Neeru], Bourlai, T.[Thirimachos],
Face recognition in the SWIR band when using single sensor multi-wavelength imaging systems,
IVC(33), No. 1, 2015, pp. 26-43.
Elsevier DOI 1412
Multi-spectral imaging BibRef

Hu, S.W.[Shuo-Wen], Choi, J.H.[Jong-Hyun], Chan, A.L.[Alex L.], Schwartz, W.R.[William Robson],
Thermal-to-visible face recognition using partial least squares,
JOSA-A(32), No. 3, March 2015, pp. 431-442.
DOI Link 1503
Digital image processing; Pattern recognition; Algorithms BibRef

Chen, C.[Cunjian], Ross, A.[Arun],
Matching thermal to visible face images using hidden factor analysis in a cascaded subspace learning framework,
PRL(72), No. 1, 2016, pp. 25-32.
Elsevier DOI 1604
Heterogeneous face recognition BibRef

Bourlai, T.[Thirimachos], Mavridis, N.[Nikolaos], Narang, N.[Neeru],
On designing practical long range near infrared-based face recognition systems,
IVC(52), No. 1, 2016, pp. 25-41.
Elsevier DOI 1609
Forensics BibRef

Bourlai, T.[Thirimachos], Hornak, L.A.[Lawrence A.],
Face recognition outside the visible spectrum,
IVC(55, Part 1), No. 1, 2016, pp. 14-17.
Elsevier DOI 1612
Face recognition BibRef

Sarfraz, M.S.[M. Saquib], Stiefelhagen, R.[Rainer],
Deep Perceptual Mapping for Cross-Modal Face Recognition,
IJCV(122), No. 3, May 2017, pp. 426-438.
Springer DOI 1704
BibRef
Earlier:
Deep Perceptual Mapping for Thermal to Visible Face Recogntion,
BMVC15(9).
DOI Link 1601
Award, BMVC, Industry. BibRef

Sarfraz, M.S.[M. Saquib], Siddique, M.A.[Muhammad Adnan], Stiefelhagen, R.[Rainer],
RPM: Random Points Matching for Pair wise Face-Similarity,
BMVC13(xx-yy).
DOI Link 1402
BibRef

Wang, Z., Chen, Z., Wu, F.,
Thermal to Visible Facial Image Translation Using Generative Adversarial Networks,
SPLetters(25), No. 8, August 2018, pp. 1161-1165.
IEEE DOI 1808
cameras, face recognition, feature extraction, infrared imaging, visible facial image translation, thermal BibRef

Zhang, H.[He], Riggan, B.S.[Benjamin S.], Hu, S.W.[Shuo-Wen], Short, N.J.[Nathaniel J.], Patel, V.M.[Vishal M.],
Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks,
IJCV(127), No. 6-7, June 2019, pp. 845-862.
Springer DOI 1906
BibRef
Earlier: A2, A4, A3, Only:
Thermal to Visible Synthesis of Face Images Using Multiple Regions,
WACV18(30-38)
IEEE DOI 1806
face recognition, image registration, cross-spectrum verification rates, discriminative quality, Thermal analysis BibRef

Peng, C., Wang, N., Li, J., Gao, X.,
Re-Ranking High-Dimensional Deep Local Representation for NIR-VIS Face Recognition,
IP(28), No. 9, Sep. 2019, pp. 4553-4565.
IEEE DOI 1908
convolutional neural nets, face recognition, feature extraction, image matching, image representation, NIR-VIS face recognition, re-ranking BibRef

Chatterjee, S.[Soumya], Chu, W.T.[Wei-Ta],
Thermal Face Recognition Based on Transformation by Residual U-net and Pixel Shuffle Upsampling,
MMMod20(I:679-689).
Springer DOI 2003
BibRef

He, R.[Ran], Cao, J.[Jie], Song, L.X.[Ling-Xiao], Sun, Z.A.[Zhen-An], Tan, T.N.[Tie-Niu],
Adversarial Cross-Spectral Face Completion for NIR-VIS Face Recognition,
PAMI(42), No. 5, May 2020, pp. 1025-1037.
IEEE DOI 2004
Heterogeneous face recognition, near infrared-visible matching, face completion, face inpainting BibRef

Hu, W., Hu, H.,
Disentangled Spectrum Variations Networks for NIR-VIS Face Recognition,
MultMed(22), No. 5, May 2020, pp. 1234-1248.
IEEE DOI 2005
Feature extraction, Face, Face recognition, Deep learning, Task analysis, Generators, Stacking, NIR-VIS face recognition, orthogonality constraint BibRef

Hu, W., Hu, H.,
Adversarial Disentanglement Spectrum Variations and Cross-Modality Attention Networks for NIR-VIS Face Recognition,
MultMed(23), 2021, pp. 145-160.
IEEE DOI 2012
Task analysis, Feature extraction, Face, Training, Face recognition, Visualization, Deep learning, NIR-VIS HFR task, deep learning, cross-modality attention block BibRef

Kumar, S., Singh, S.K.,
Occluded Thermal Face Recognition Using Bag of CNN (BoCNN),
SPLetters(27), 2020, pp. 975-979.
IEEE DOI 2007
Probabilistic logic, Face recognition, Distance measurement, Thermal analysis, Face, Image reconstruction, Silicon, Mean score, graph laplace (GL) BibRef

Lin, S.N.[Song-Nan], Zhang, J.W.[Jia-Wei], Chen, J.[Jing], Wang, Y.T.[Yong-Tian], Liu, Y.C.[Yi-Cun], Ren, J.[Jimmy],
Cross-spectral stereo matching for facial disparity estimation in the dark,
CVIU(200), 2020, pp. 103046.
Elsevier DOI 2010
Facial disparity estimation, Multi-spectral transfer, Deep learning BibRef

Yu, A.J.[Ai-Jing], Wu, H.X.[Hao-Xue], Huang, H.B.[Huai-Bo], Lei, Z.[Zhen], He, R.[Ran],
LAMP-HQ: A Large-Scale Multi-pose High-Quality Database and Benchmark for NIR-VIS Face Recognition,
IJCV(129), No. 5, May 2021, pp. 1467-1483.
Springer DOI 2105
BibRef

Hu, W.P.[Wei-Peng], Hu, H.F.[Hai-Feng],
Domain Discrepancy Elimination and Mean Face Representation Learning for NIR-VIS Face Recognition,
SPLetters(28), 2021, pp. 2068-2072.
IEEE DOI 2111
Face recognition, Prototypes, Feature extraction, Faces, Task analysis, Lighting, Kernel, NIR-VIS face recognition, domain discrepancy elimination BibRef

Sun, R.[Rui], Shan, X.Q.[Xiao-Quan], Zhang, H.[Han], Gao, J.[Jun],
Data gap decomposed by auxiliary modality for NIR-VIS heterogeneous face recognition,
IET-IPR(16), No. 1, 2022, pp. 261-272.
DOI Link 2112
BibRef

Sun, R.[Rui], Shan, X.Q.[Xiao-Quan], Wang, F.[Fei], Fan, Z.G.[Zhi-Guo],
Pose aligned modality-invariant feature learning for NIR-VIS heterogeneous face recognition,
IVC(140), 2023, pp. 104858.
Elsevier DOI 2312
NIR-VIS, Face pose misalignment, Modality-invariant feature learning, Heterogeneous face recognition BibRef

Yu, J.[Jian], Feng, Y.J.[Yu-Jian],
An Intrinsic Structured Graph Alignment Module With Modality-Invariant Representations for NIR-VIS Face Recognition,
SPLetters(29), 2022, pp. 1017-1021.
IEEE DOI 2205
Feature extraction, Face recognition, Faces, Probability distribution, Mutual information, Task analysis, NIR-VIS face recognition BibRef

Hu, W.P.[Wei-Peng], Hu, H.F.[Hai-Feng],
Orthogonal Modality Disentanglement and Representation Alignment Network for NIR-VIS Face Recognition,
CirSysVideo(32), No. 6, June 2022, pp. 3630-3643.
IEEE DOI 2206
Face recognition, Feature extraction, Lighting, Task analysis, Faces, Visualization, Image recognition, NIR-VIS face recognition, deep representation alignment BibRef

Peri, N.[Neehar], Gleason, J.[Joshua], Castillo, C.D.[Carlos D.], Bourlai, T.[Thirimachos], Patel, V.M.[Vishal M.], Chellappa, R.[Rama],
A Synthesis-Based Approach for Thermal-to-Visible Face Verification,
FG21(01-08)
IEEE DOI 2303
Heating systems, Smoothing methods, Costs, Face recognition, Forensics, Lighting, Gesture recognition BibRef

Kumar, S.[Sumit], Singh, S.K.[Satish Kumar], Peer, P.[Peter],
Occluded thermal face recognition using BoCNN and radial derivative Gaussian feature descriptor,
IVC(132), 2023, pp. 104646.
Elsevier DOI 2303
CNN (bag of CNN), Handcrafted features, Convolutional neural network, K-nearest neighbor, Face recognition BibRef

Yang, Y.M.[Yi-Ming], Hu, W.P.[Wei-Peng], Lin, H.Q.[Hai-Qi], Hu, H.F.[Hai-Feng],
Robust Cross-Domain Pseudo-Labeling and Contrastive Learning for Unsupervised Domain Adaptation NIR-VIS Face Recognition,
IP(32), 2023, pp. 5231-5244.
IEEE DOI 2310
BibRef

Hu, W.P.[Wei-Peng], Yang, Y.M.[Yi-Ming], Hu, H.F.[Hai-Feng],
Pseudo Label Association and Prototype-Based Invariant Learning for Semi-Supervised NIR-VIS Face Recognition,
IP(33), 2024, pp. 1448-1463.
IEEE DOI 2402
Face recognition, Training data, Task analysis, Training, Feature extraction, Representation learning, Data models, invariant representation learning BibRef

Mi, J.X.[Jian-Xun], He, J.C.[Jun-Chang], Li, W.S.[Wei-Sheng],
Deep Cross-View Reconstruction GAN Based on Correlated Subspace for Multi-View Transformation,
IP(33), 2024, pp. 4614-4626.
IEEE DOI 2408
Visible+IR for face recognition. Feature extraction, Image reconstruction, Generative adversarial networks, Face recognition, Data mining, canonical correlation analysis BibRef

Tarasiou, M.[Michail], Deng, J.K.[Jian-Kang], Zafeiriou, S.[Stefanos],
Rethinking the Domain Gap in Near-infrared Face Recognition,
FAS24(940-949)
IEEE DOI Code:
WWW Link. 2410
Training, Visualization, Codes, Face recognition, Refining, heterogeneous face recognition, NIR face recognition, transfer learning BibRef

Nanduri, A.[Anirudh], Chellappa, R.[Rama],
Semi-Supervised Cross-Spectral Face Recognition with Small Datasets,
Pretrain24(598-606)
IEEE DOI 2404
Training, Visualization, Face recognition, Pipelines, Training data, Semisupervised learning, Time factors BibRef

Nikhal, K.[Kshitij], Uzuegbunam, N.[Nkiruka], Kennedy, B.[Bridget], Riggan, B.S.[Benjamin S.],
Mitigating Catastrophic Interference using Unsupervised Multi-Part Attention for RGB-IR Face Recognition,
PBVS23(335-344)
IEEE DOI 2309
BibRef