For the visible light picture of the human face to determine, there are C++ and matlab implementation, specific instructions see readme

FaceLivenessDetection-master
FaceLivenessDetection-master\FaceLivenessDetection.xcodeproj
FaceLivenessDetection-master\FaceLivenessDetection.xcodeproj\project.pbxproj
FaceLivenessDetection-master\FaceLivenessDetection.xcodeproj\project.xcworkspace
FaceLivenessDetection-master\FaceLivenessDetection.xcodeproj\project.xcworkspace\contents.xcworkspacedata
FaceLivenessDetection-master\FaceLivenessDetection.xcodeproj\project.xcworkspace\xcuserdata
FaceLivenessDetection-master\FaceLivenessDetection.xcodeproj\project.xcworkspace\xcuserdata\liuyan.xcuserdatad
FaceLivenessDetection-master\FaceLivenessDetection.xcodeproj\project.xcworkspace\xcuserdata\liuyan.xcuserdatad\UserInterfaceState.xcuserstate
FaceLivenessDetection-master\FaceLivenessDetection.xcodeproj\xcuserdata
FaceLivenessDetection-master\FaceLivenessDetection.xcodeproj\xcuserdata\liuyan.xcuserdatad
FaceLivenessDetection-master\FaceLivenessDetection.xcodeproj\xcuserdata\liuyan.xcuserdatad\xcdebugger
FaceLivenessDetection-master\FaceLivenessDetection.xcodeproj\xcuserdata\liuyan.xcuserdatad\xcdebugger\Breakpoints_v2.xcbkptlist
FaceLivenessDetection-master\FaceLivenessDetection.xcodeproj\xcuserdata\liuyan.xcuserdatad\xcschemes
FaceLivenessDetection-master\FaceLivenessDetection.xcodeproj\xcuserdata\liuyan.xcuserdatad\xcschemes\FaceLivenessDetection.xcscheme
FaceLivenessDetection-master\FaceLivenessDetection.xcodeproj\xcuserdata\liuyan.xcuserdatad\xcschemes\xcschememanagement.plist
FaceLivenessDetection-master\FaceLivenessDetection
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\include
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\include\CCNF_patch_expert.h
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\include\LandmarkCoreIncludes.h
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\include\LandmarkDetectionValidator.h
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\include\LandmarkDetectorFunc.h
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\include\LandmarkDetectorModel.h
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\include\LandmarkDetectorParameters.h
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\include\LandmarkDetectorUtils.h
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\include\PAW.h
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\include\PDM.h
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\include\Patch_experts.h
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\include\SVR_patch_expert.h
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\include\stdafx.h
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\src
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\src\CCNF_patch_expert.cpp
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\src\LandmarkDetectionValidator.cpp
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\src\LandmarkDetectorFunc.cpp
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\src\LandmarkDetectorModel.cpp
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\src\LandmarkDetectorParameters.cpp
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\src\LandmarkDetectorUtils.cpp
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\src\PAW.cpp
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\src\PDM.cpp
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\src\Patch_experts.cpp
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\src\SVR_patch_expert.cpp
FaceLivenessDetection-master\FaceLivenessDetection\LandmarkDetector\src\stdafx.cpp
FaceLivenessDetection-master\FaceLivenessDetection\LivenessDetection.cpp
FaceLivenessDetection-master\FaceLivenessDetection\classifiers
FaceLivenessDetection-master\FaceLivenessDetection\classifiers\haarcascade_frontalface_alt.xml
FaceLivenessDetection-master\FaceLivenessDetection\classifiers\haarcascade_frontalface_alt_tree.xml
FaceLivenessDetection-master\FaceLivenessDetection\lib
FaceLivenessDetection-master\FaceLivenessDetection\lib\libopencv_calib3d.3.2.0.dylib
FaceLivenessDetection-master\FaceLivenessDetection\lib\libopencv_core.3.2.0.dylib
FaceLivenessDetection-master\FaceLivenessDetection\lib\libopencv_highgui.3.2.0.dylib
FaceLivenessDetection-master\FaceLivenessDetection\lib\libopencv_imgproc.3.2.0.dylib
FaceLivenessDetection-master\FaceLivenessDetection\lib\libopencv_objdetect.3.2.0.dylib
FaceLivenessDetection-master\FaceLivenessDetection\lib\libopencv_optflow.3.2.0.dylib
FaceLivenessDetection-master\FaceLivenessDetection\lib\libopencv_video.3.2.0.dylib
FaceLivenessDetection-master\FaceLivenessDetection\lib\libopencv_videoio.3.2.0.dylib
FaceLivenessDetection-master\FaceLivenessDetection\model
FaceLivenessDetection-master\FaceLivenessDetection\model\clnf_general.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\detection_validation
FaceLivenessDetection-master\FaceLivenessDetection\model\detection_validation\validator_general_68.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\main_clnf_general.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\model_eye
FaceLivenessDetection-master\FaceLivenessDetection\model\model_eye\clnf_left_synth.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\model_eye\clnf_right_synth.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\model_eye\main_clnf_synth_left.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\model_eye\main_clnf_synth_right.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\model_eye\patch_experts
FaceLivenessDetection-master\FaceLivenessDetection\model\model_eye\patch_experts\ccnf_patches_1.00_synth_lid_.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\model_eye\patch_experts\ccnf_patches_1.50_synth_lid_.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\model_eye\patch_experts\left_ccnf_patches_1.00_synth_lid_.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\model_eye\patch_experts\left_ccnf_patches_1.50_synth_lid_.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\model_eye\pdms
FaceLivenessDetection-master\FaceLivenessDetection\model\model_eye\pdms\pdm_28_eye_3D_closed.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\model_eye\pdms\pdm_28_l_eye_3D_closed.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\model_inner
FaceLivenessDetection-master\FaceLivenessDetection\model\model_inner\clnf_inner.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\model_inner\main_clnf_inner.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\model_inner\patch_experts
FaceLivenessDetection-master\FaceLivenessDetection\model\model_inner\patch_experts\ccnf_patches_1.00_inner.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\model_inner\pdms
FaceLivenessDetection-master\FaceLivenessDetection\model\model_inner\pdms\pdm_51_inner.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\patch_experts
FaceLivenessDetection-master\FaceLivenessDetection\model\patch_experts\ccnf_patches_0.25_general.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\patch_experts\ccnf_patches_0.35_general.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\patch_experts\ccnf_patches_0.5_general.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\pdms
FaceLivenessDetection-master\FaceLivenessDetection\model\pdms\In-the-wild_aligned_PDM_68.txt
FaceLivenessDetection-master\FaceLivenessDetection\model\tris_68.txt
FaceLivenessDetection-master\FaceLivenessDetection\seetaFace
FaceLivenessDetection-master\FaceLivenessDetection\seetaFace\include
FaceLivenessDetection-master\FaceLivenessDetection\seetaFace\include\classifier.h
FaceLivenessDetection-master\FaceLivenessDetection\seetaFace\include\classifier
FaceLivenessDetection-master\FaceLivenessDetection\seetaFace\include\classifier\lab_boosted_classifier.h
FaceLivenessDetection-master\FaceLivenessDetection\seetaFace\include\classifier\mlp.h
FaceLivenessDetection-master\FaceLivenessDetection\seetaFace\include\classifier\surf_mlp.h
FaceLivenessDetection-master\FaceLivenessDetection\seetaFace\include\common.h
FaceLivenessDetection-master\FaceLivenessDetection\seetaFace\include\detector.h
FaceLivenessDetection-master\FaceLivenessDetection\seetaFace\include\face_detection.h
FaceLivenessDetection-master\FaceLivenessDetection\seetaFace\include\feat
FaceLivenessDetection-master\FaceLivenessDetection\seetaFace\include\feat\lab_feature_map.h
FaceLivenessDetection-master\FaceLivenessDetection\seetaFace\include\feat\surf_feature_map.h

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