1 files changed, 1 insertions, 14 deletions

diff --git a/scraper/reports/doi_institutions_geocoded.csv b/scraper/reports/doi_institutions_geocoded.csv
index 1f7c7591..843ab2ba 100644
--- a/scraper/reports/doi_institutions_geocoded.csv
+++ b/scraper/reports/doi_institutions_geocoded.csv
@@ -118,7 +118,6 @@
 69ad67e204fb3763d4c222a6c3d05d6725b638ed,Capture expression-dependent AU relations for expression recognition,Rensselaer Polytechnic Institute,Rensselaer Polytechnic Institute,"Rensselaer Polytechnic Institute, Sage Avenue, Downtown, City of Troy, Rensselaer County, New York, 12180, USA",42.72984590,-73.67950216,edu,

 69a41c98f6b71764913145dbc2bb4643c9bc4b0a,Learning Match Kernels on Grassmann Manifolds for Action Recognition,University of Electronic Science and Technology of China,University of Electronic Science and Technology of China,"Columbus, OH 43210, USA",40.01419050,-83.03091430,edu,

 695426275dee2ec56bc0c0afe1c5b4227a350840,Pooling the Convolutional Layers in Deep ConvNets for Video Action Recognition,University of Texas at San Antonio,University of Texas at San Antonio,"UTSA, Paseo Principal, San Antonio, Bexar County, Texas, 78249-1620, USA",29.58333105,-98.61944505,edu,

-69b2a7533e38c2c8c9a0891a728abb423ad2c7e7,Manifold based sparse representation for facial understanding in natural images,Rochester Institute of Technology,Rochester Institute of Technology,"Rochester Institute of Technology (RIT), 1, Lomb Memorial Drive, Bailey, Henrietta Town, Monroe County, New York, 14623, USA",43.08250655,-77.67121663,edu,

 696236fb6f986f6d5565abb01f402d09db68e5fa,Learning adaptive receptive fields for deep image parsing networks,Nanjing University,Nanjing University,"NJU, 三江路, 鼓楼区, 南京市, 江苏省, 210093, 中国",32.05659570,118.77408833,edu,

 3c1b73509cc09200e96ab9cfb28ebfd9d1d6aa9a,Nonoptimality of the Maximum-Weight Dependence Tree in Classification,Nazarbayev University,Nazarbayev University,"Назарбаев Университет, проспект Туран, BI village, Астана, район  Есиль, Астана, 010000, Казахстан",51.09028540,71.39725263,edu,

 3cb057a24a8adba6fe964b5d461ba4e4af68af14,Perceptual Annotation: Measuring Human Vision to Improve Computer Vision,Harvard University,Harvard University,"Harvard University, Soldiers Field Road, Allston, Boston, Suffolk County, Massachusetts, 02163, USA",42.36782045,-71.12666653,edu,

@@ -252,7 +251,6 @@
 021469757d626a39639e260492eea7d3e8563820,3D Face Processing,"University of Illinois, Urbana-Champaign","University of Illinois, Urbana-Champaign","B-3, South Mathews Avenue, Urbana, Champaign County, Illinois, 61801, USA",40.11116745,-88.22587665,edu,

 a4898f55f12e6393b1c078803909ea715bf71730,"Where is the driver looking: Analysis of head, eye and iris for robust gaze zone estimation","University of California, San Diego","University of California, San Diego","UCSD, 9500, Gilman Drive, Sixth College, University City, San Diego, San Diego County, California, 92093, USA",32.87935255,-117.23110049,edu,

 a4e75766ef93b43608c463c233b8646439ce2415,Automatic real-time FACS-coder to anonymise drivers in eye tracker videos,"Volvo, Sweden","Volvo Car Corporation, SE-405 31 Göteborg, Sweden","Karossvägen 2, 405 31 Göteborg, Sweden",57.72288600,11.84620530,edu,

-a317083d9aac4062e77aa0854513383c87e47ece,L0-norm Based Structural Sparse Least Square Regression for Feature Selection,Chinese Academy of Sciences,Chinese Academy of Sciences,"中国科学院心理研究所, 16, 林萃路, 朝阳区 / Chaoyang, 北京市, 100101, 中国",40.00447950,116.37023800,edu,

 a35ed55dc330d470be2f610f4822f5152fcac4e1,Tattoo recognition technology - challenge (Tatt-C): an open tattoo database for developing tattoo recognition research,NIST,"National Institute of Standards and Technology (NIST), Gaithersburg, MD","100 Bureau Dr, Gaithersburg, MD 20899, USA",39.14004000,-77.21850600,edu,

 a3201e955d6607d383332f3a12a7befa08c5a18c,VLAD encoded Deep Convolutional features for unconstrained face verification,Rutgers University,Rutgers University,"Rutgers Cook Campus - North, Biel Road, New Brunswick, Middlesex County, New Jersey, 08901, USA",40.47913175,-74.43168868,edu,

 a3ed0f15824802359e05d9777cacd5488dfa7dba,A Wearable Social Interaction Aid for Children with Autism,Stanford University,Stanford University,"Stanford University, Memorial Way, Stanford, Santa Clara County, California, 94305-6015, USA",37.43131385,-122.16936535,edu,

@@ -360,7 +358,6 @@ d10cfcf206b0991e3bc20ac28df1f61c63516f30,Smile or smirk? Automatic detection of
 d116bac3b6ad77084c12bea557d42ed4c9d78433,Recognition of occluded facial expressions based on CENTRIST features,University of Campinas,University of Campinas,"USJ, 97, Rua Sílvia Maria Fabro, Kobrasol, Campinas, São José, Microrregião de Florianópolis, Mesorregião da Grande Florianópolis, SC, Região Sul, 88102-130, Brasil",-27.59539950,-48.61542180,edu,

 d1079444ceddb1de316983f371ecd1db7a0c2f38,Sparse residue for occluded face image reconstruction and classification,"Harbin Institute of Technology, Shenzhen","Harbin Institute of Technology Shenzhen Graduate School, Shenzhen, China","China, Guangdong, Shenzhen, Nanshan, 平山一路",22.58675200,113.96878000,edu,

 d1dd80d77655876fb45b9420fe72444c303b219e,Accumulated motion images for facial expression recognition in videos,National University of Singapore,National University of Singapore,"NUS, Former 1936 British Outpost, Nepal Hill, Clementi, Southwest, 117542, Singapore",1.29620180,103.77689944,edu,

-d1bd956a8523629ed4e2533b01272f22cea534c6,An illumination normalization model for face recognition under varied lighting conditions,Institute of Information Science,Institute of Information Science,"資訊科學研究所, 數理大道, 中研里, 南港子, 南港區, 臺北市, 11574, 臺灣",25.04107280,121.61475620,edu,

 d60e3eef429ed2a51bbd806125fa31f5bea072a4,Hajj human event classification system using machine learning techniques,Ain Shams University,"Faculty of Engineering, Ain Shams University, Cairo, Egypt","1 El Sarayat St.، ABBASSEYA، Al Waili, Cairo Governorate 11535, Egypt",30.06456570,31.27886080,edu,

 d6ae7941dcec920d5726d50d1b1cdfe4dde34d35,Avatar digitization from a single image for real-time rendering,University of Southern California,University of Southern California,"University of Southern California, Watt Way, Saint James Park, LA, Los Angeles County, California, 90089, USA",34.02241490,-118.28634407,edu,

 d691440030394c2e00a2ab47aba4f8b5fca5f25a,Tube ConvNets: Better exploiting motion for action recognition,Peking University,Peking University,"北京大学, 5号, 颐和园路, 稻香园南社区, 海淀区, 北京市, 100871, 中国",39.99223790,116.30393816,edu,

@@ -607,7 +604,7 @@ ec5c63609cf56496715b0eba0e906de3231ad6d1,Private and Scalable Personal Data Anal
 42a6beed493c69d5bad99ae47ea76497c8e5fdae,Joint salient object detection and existence prediction,Microsoft Research Asia,"Microsoft Live Labs Research, China",Microsoft Research Asia,35.86166000,104.19539700,company,

 425ea5656c7cf57f14781bafed51182b2e6da65f,Structured Kernel Dictionary Learning With Correlation Constraint for Object Recognition,Xidian University,Xidian University,"Xidian University (New Campus), 266号, 银杏大道, 南雷村, 长安区 (Chang'an), 西安市, 陕西省, 710126, 中国",34.12358250,108.83546000,edu,

 89e31777f221ddb3bc9940d7f520c8114c4148a2,Integrating Spectral Kernel Learning and Constraints in Semi-Supervised Classification,Xidian University,Xidian University,"Xidian University (New Campus), 266号, 银杏大道, 南雷村, 长安区 (Chang'an), 西安市, 陕西省, 710126, 中国",34.12358250,108.83546000,edu,

-89497854eada7e32f06aa8f3c0ceedc0e91ecfef,Deep Context-Sensitive Facial Landmark Detection With Tree-Structured Modeling,"AI Laboratories, Alibaba Group, Hangzhou, China","AI Laboratories, Alibaba Group, Hangzhou, China","Hangzhou, Zhejiang, China",30.27408400,120.15507000,company,

+89497854eada7e32f06aa8f3c0ceedc0e91ecfef,Deep Context-Sensitive Facial Landmark Detection With Tree-Structured Modeling,Alibaba,"AI Laboratories, Alibaba Group, Hangzhou, China","Hangzhou, Zhejiang, China",30.27408400,120.15507000,company,

 4551194408383b12db19a22cca5db0f185cced5c,Nonlinear Topological Component Analysis: Application to Age-Invariant Face Recognition,"Center for Development of Advanced Technologies, Algeria","Division of Design of Intelligent Machines, Center for Development of Advanced Technologies, Algiers, Algeria","haouch oukil، Cité 20 aout 1956 Baba Hassen 5 juillet 1962، Alger 16303, Algeria",36.68948700,2.98187700,edu,"Center for Development of Advanced Technologies, Algiers, Algeria"

 45e043dffc57a9070f483ac4aec2c5cd2cec22cb,SuperpowerGlass: A Wearable Aid for the At-Home Therapy of Children with Autism,Stanford University,Stanford University,"Stanford University, Memorial Way, Stanford, Santa Clara County, California, 94305-6015, USA",37.43131385,-122.16936535,edu,

 452ea180cf4d08d7500fc4bc046fd7141fd3d112,A robust approach to facial ethnicity classification on large scale face databases,Carnegie Mellon University,Carnegie Mellon University,"Carnegie Mellon University Silicon Valley, South Akron Road, ARC, Santa Clara County, California, 94035-0016, USA",37.41021930,-122.05965487,edu,

@@ -836,7 +833,6 @@ ec5c63609cf56496715b0eba0e906de3231ad6d1,Private and Scalable Personal Data Anal
 919bdc161485615d5ee571b1585c1eb0539822c8,A ranking model for face alignment with Pseudo Census Transform,Karlsruhe Institute of Technology,Karlsruhe Institute of Technology,"KIT, Leopoldshafener Allee, Linkenheim, Linkenheim-Hochstetten, Landkreis Karlsruhe, Regierungsbezirk Karlsruhe, Baden-Württemberg, 76351, Deutschland",49.10184375,8.43312560,edu,

 9166f46aa3e58befaefd3537e5a11b31ebeea4d0,Low-complexity HOG for efficient video saliency,Technische Universitt Darmstadt,"Technische Universitt Darmstadt, Computer Systems Group, Darmstadt, Germany","Hochschulstraße 10, 64289 Darmstadt, Germany",49.87741510,8.65461020,edu,

 91f0a95b8eb76e8fa24c8267e4a7a17815fc7a11,Robust facial landmark detection and tracking across poses and expressions for in-the-wild monocular video,Bournemouth University,Bournemouth University,"Bournemouth University, BU footpaths, Poole, South West England, England, BH10 4HX, UK",50.74223495,-1.89433739,edu,

-918fc4c77a436b8a588f63b2b37420b7868fbbf8,Ocular biometrics: A survey of modalities and fusion approaches,"IIIT Delhi, India","IIIT Delhi, India","Okhla Industrial Estate, Phase III, Near Govind Puri Metro Station, New Delhi, Delhi 110020, India",28.54562820,77.27315050,edu,

 657e702326a1cbc561e059476e9be4d417c37795,Face detection based on multi task learning and multi layer feature fusion,"SIASUN Robot and Automation, Shenyang, China","Shenyang SIASUN Robot & Automation Co., LTD., Shenyang, China","Shenyang, Liaoning, China",41.80569900,123.43147200,company,

 659dc6aa517645a118b79f0f0273e46ab7b53cd9,Age-invariant face recognition using a feature progressing model,University of Science and Technology of China,University of Science and Technology of China,"中国科学技术大学 东校区, 96号, 金寨路, 江淮化肥厂小区, 芜湖路街道, 合肥市区, 合肥市, 安徽省, 230026, 中国",31.83907195,117.26420748,edu,

 6584c3c877400e1689a11ef70133daa86a238602,Supervised Committee of Convolutional Neural Networks in Automated Facial Expression Analysis,Universitat Oberta de Catalunya,Universitat Oberta de Catalunya,"Universitat Oberta de Catalunya, 156, Rambla del Poblenou, Provençals del Poblenou, Sant Martí, Barcelona, BCN, CAT, 08018, España",41.40657415,2.19453410,edu,

@@ -844,7 +840,6 @@ ec5c63609cf56496715b0eba0e906de3231ad6d1,Private and Scalable Personal Data Anal
 62fddae74c553ac9e34f511a2957b1614eb4f937,Action Recognition Based on Efficient Deep Feature Learning in the Spatio-Temporal Domain,RheinAhrCampus der Hochschule Koblenz,"RheinAhrCampus der Hochschule Koblenz, Remagen, Germany","RheinAhrCampus, 2, Joseph-Rovan-Allee, Remagen, Landkreis Ahrweiler, Rheinland-Pfalz, 53424, Deutschland",50.57225620,7.25318610,edu,

 62750d78e819d745b9200b0c5c35fcae6fb9f404,Leveraging implicit demographic information for face recognition using a multi-expert system,George Mason University,George Mason University,"George Mason University, Aquia Creek Lane, Country Club View, Blue Oaks, Fairfax County, Virginia, 22030-9998, USA",38.83133325,-77.30798839,edu,

 62e834114b58a58a2ea2d7b6dd7b0ce657a64317,Adaptive facial feature extraction,Bielefeld University,Bielefeld University,"Fachhochschule Bielefeld FB Gestaltung, 3, Lampingstraße, Mitte, Bielefeld, Regierungsbezirk Detmold, Nordrhein-Westfalen, 33615, Deutschland",52.02804210,8.51148270,edu,

-62f017907e19766c76887209d01d4307be0cc573,Exploring the effect of illumination on automatic expression recognition using the ICT-3DRFE database,University of Southern California,University of Southern California,"University of Southern California, Watt Way, Saint James Park, LA, Los Angeles County, California, 90089, USA",34.02241490,-118.28634407,edu,

 6267dbeb54889be5bdb50c338a7c6ef82287084c,Face recognition based on 2DPCA and fuzzy-rough technique,"Hebei Information Engineering School, Baoding, China","Teaching and research of section of mathematics, Hebei Information Engineering School, Baoding 071000, China","Lianchi, Baoding, Hebei, China, 071000",38.86371910,115.51483260,edu,

 963a004e208ce4bd26fa79a570af61d31651b3c3,Computational methods for modeling facial aging: A survey,University of Maryland,University of Maryland,"The Grand Garage, 5, North Paca Street, Seton Hill, Baltimore, Maryland, 21201, USA",39.28996850,-76.62196103,edu,

 9635493998ad60764d7bbf883351af57a668d159,Cross-validated smooth multi-instance learning,"Beijing E-Hualu Info Technology Co., Ltd, Beijing, China","Beijing E-Hualu Info Technology Co., Ltd, Beijing, China","165 Fushi Rd, Shijingshan Qu, Beijing Shi, China, 100144",39.92532100,116.19579500,company,

@@ -892,7 +887,6 @@ ec5c63609cf56496715b0eba0e906de3231ad6d1,Private and Scalable Personal Data Anal
 5efdf48ca56b78e34dc2f2f0ce107a25793d3fc2,Real-Time 3D Eye Performance Reconstruction for RGBD Cameras,Tsinghua University,Tsinghua University,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国",40.00229045,116.32098908,edu,

 5bed2453a5b0c54a4a4a294f29c9658658a9881e,Angular-Similarity-Preserving Binary Signatures for Linear Subspaces,Tsinghua University,Tsinghua University,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国",40.00229045,116.32098908,edu,

 5b64584d6b01e66dfd0b6025b2552db1447ccdeb,Deep expectation for estimation of fingerprint orientation fields,"Dermalog Identification Systems, Hamburg, Germany","Dermalog Identification Systems GmbH, Hamburg, Germany","Mittelweg 120, 20148 Hamburg, Germany",53.57227000,9.99472000,company,

-5bfad0355cdb62b22970777d140ea388a7057d4c,Facial expression recognition using radial encoding of local Gabor features and classifier synthesis,National University of Singapore,National University of Singapore,"NUS, Former 1936 British Outpost, Nepal Hill, Clementi, Southwest, 117542, Singapore",1.29620180,103.77689944,edu,

 5b4bbba68053d67d12bd3789286e8a9be88f7b9d,An automatic region based methodology for facial expression recognition,University of Ioannina,University of Ioannina,"Πανεπιστήμιο Ιωαννίνων, Πανεπιστημίου, Κάτω Νεοχωρόπουλο, Νεοχωρόπουλο, Δήμος Ιωαννιτών, Π.Ε. Ιωαννίνων, Περιφέρεια Ηπείρου, Ήπειρος - Δυτική Μακεδονία, 45110, Ελλάδα",39.61623060,20.83963011,edu,

 37c5e3b6175db9eaadee425dc51bc7ce05b69a4e,RETRACTED ARTICLE: Sparse tensor CCA for color face recognition,Jiangsu University of Science and Technology,Jiangsu University of Science and Technology,"江苏科技大学, 学府路, 京口区, 象山街道, 京口区 (Jingkou), 镇江市 / Zhenjiang, 江苏省, 212000, 中国",32.19805500,119.46326791,edu,

 378418fdd28f9022b02857ef7dbab6b0b9a02dbe,Intelligent Information and Database Systems,Rutgers University,Rutgers University,"Rutgers Cook Campus - North, Biel Road, New Brunswick, Middlesex County, New Jersey, 08901, USA",40.47913175,-74.43168868,edu,

@@ -955,7 +949,6 @@ ec5c63609cf56496715b0eba0e906de3231ad6d1,Private and Scalable Personal Data Anal
 972b1a7ef8cc9c83c2c6d8d126f94f27b567d7d0,Artificial Neural Networks in Pattern Recognition,University of Siena,University of Siena,"大學 University, 澤祥街 Chak Cheung Street, 馬料水 Ma Liu Shui, 九肚村 Kau To Village, 沙田區 Sha Tin District, 新界 New Territories, HK, DD193 1191, 中国",22.41338620,114.21005800,edu,

 978b32ff990d636f7e2050bb05b8df7dfcbb42a1,Age invariant face recognition based on texture embedded discriminative graph model,Beihang University,Beihang University,"北京航空航天大学, 37, 学院路, 五道口, 后八家, 海淀区, 100083, 中国",39.98083330,116.34101249,edu,

 9729930ab0f9cbcd07f1105bc69c540330cda50a,Compressing Fisher Vector for Robust Face Recognition,Beijing University of Posts and Telecommunications,Beijing University of Posts and Telecommunications,"北京邮电大学, 西土城路, 海淀区, 北京市, 100082, 中国",39.96014880,116.35193921,edu,

-63c74794aedb40dd6b1650352a2da7a968180302,Recurrent neural network for facial landmark detection,Nanjing University,Nanjing University,"NJU, 三江路, 鼓楼区, 南京市, 江苏省, 210093, 中国",32.05659570,118.77408833,edu,

 635d2696aa597a278dd6563f079be06aa76a33c0,Age estimation via fusion of multiple binary age grouping systems,National Taiwan University,National Taiwan University,"臺大;台大, 1, 羅斯福路四段, 學府里, 大安區, 臺北市, 10617, 臺灣",25.01682835,121.53846924,edu,

 6343bc0013343b6a5f96154f02d18dcd36a3f74c,Compressed domain human action recognition in H.264/AVC video streams,Indian Institute of Science Bangalore,Indian Institute of Science Bangalore,"IISc, Gulmohar Marg, RMV Stage II - 1st Block, Aramane Nagara Ward, West Zone, Bengaluru, Bangalore Urban, Karnataka, 560012, India",13.02223470,77.56718325,edu,

 6316a4b689706b0f01b40f9a3cef47b92bc52411,Rotation-Invariant Neoperceptron,ETH Zurich,"Computer Vision Laboratory, ETH Zurich, Zurich, Switzerland","Sternwartstrasse 7, 8092 Zürich, Switzerland",47.37723980,8.55216180,edu,

@@ -1021,7 +1014,6 @@ b8f64a94f536b46ef34a0223272e02f9be785ef9,An face-based visual fixation system fo
 b14e3fe0d320c0d7c09154840250d70bc88bb6c0,The Role of Featural and Configural Information in Face Classification A Simulation of the Expertise Hypothesis,"Sichuan University, Chengdu","Sichuan Univ., Chengdu","四川大学（华西校区）, 校东路, 武侯区, 武侯区 (Wuhou), 成都市 / Chengdu, 四川省, 610014, 中国",30.64276900,104.06751175,edu,

 b161d261fabb507803a9e5834571d56a3b87d147,Gender recognition from face images using a geometric descriptor,University of Campinas (UNICAMP),"Institute of Computing, University of Campinas (UNICAMP), Campinas, SP, 13083-852, Brazil","Universidade Estadual de Campinas - Av. Albert Einstein, 1251 - Cidade Universitária, Campinas - SP, 13083-852, Brazil",-22.81483740,-47.06477080,edu,

 b1efefcc9a5d30be90776571a6cc0071f3679753,BRoPH: A compact and efficient binary 3D feature descriptor,Harbin Institute of Technology,Harbin Institute of Technology,"哈尔滨工业大学, 司令街, 南岗区, 哈尔滨市 / Harbin, 黑龙江省, 150000, 中国",45.74139210,126.62552755,edu,

-b1bb517bd87a1212174033fc786b2237844b04e6,Cumulative attribute relation regularization learning for human age estimation,Nanjing University,Nanjing University,"NJU, 三江路, 鼓楼区, 南京市, 江苏省, 210093, 中国",32.05659570,118.77408833,edu,

 b11b71b704629357fe13ed97b216b9554b0e7463,ASCERTAIN: Emotion and Personality Recognition Using Commercial Sensors,"University of Illinois, Urbana-Champaign","University of Illinois, Urbana-Champaign","B-3, South Mathews Avenue, Urbana, Champaign County, Illinois, 61801, USA",40.11116745,-88.22587665,edu,

 b1534888673e6119f324082246016d28eba249aa,Saliency-based navigation in omnidirectional image,Shanghai University,Shanghai University,"上海大学, 锦秋路, 大场镇, 宝山区 (Baoshan), 上海市, 201906, 中国",31.32235655,121.38400941,edu,

 ddd0f1c53f76d7fc20e11b7e33bbdc0437516d2b,Deep learning-based learning to rank with ties for image re-ranking,Chinese Academy of Sciences,Chinese Academy of Sciences,"中国科学院心理研究所, 16, 林萃路, 朝阳区 / Chaoyang, 北京市, 100101, 中国",40.00447950,116.37023800,edu,

@@ -1134,7 +1126,6 @@ e1449be4951ba7519945cd1ad50656c3516113da,Local Gradient Hexa Pattern: A Descript
 cdf0dc4e06d56259f6c621741b1ada5c88963c6d,Makeup-insensitive face recognition by facial depth reconstruction and Gabor filter bank from women's real-world images,Semnan University,Semnan University,"دانشگاه سمنان, بزرگراه امام رضا, شهرک مسکن مهر مصلی, ناسار, سمنان, بخش مرکزی, شهرستان سمنان, استان سمنان, ‏ایران‎",35.60374440,53.43445877,edu,

 cd85f71907f1c27349947690b48bfb84e44a3db0,Visual Pattern Discovery and Recognition,Chongqing University,Chongqing University,"重庆工商大学, 19, 翠林路, 重庆市, 重庆市中心, 南岸区 (Nan'an), 重庆市, 400067, 中国",29.50841740,106.57858552,edu,

 cdfa7dccbc9e9d466f8a5847004973a33c7fcc89,Multiple Subcategories Parts-Based Representation for One Sample Face Identification,Northeastern University,Northeastern University,"Snell Library, 360, Huntington Avenue, Roxbury Crossing, Fenway, Boston, Suffolk County, Massachusetts, 02115, USA",42.33836680,-71.08793524,edu,

-cd3b713722ccb1e2ae3b050837ca296b2a2dd82a,Kernel dictionary learning based discriminant analysis,Nanjing University,Nanjing University,"NJU, 三江路, 鼓楼区, 南京市, 江苏省, 210093, 中国",32.05659570,118.77408833,edu,

 cd2f8d661ea2c6d6818a278eb4f0548751c3b1ae,Improving CNN Performance Accuracies With Min–Max Objective,Xi'an Jiaotong University,Xi'an Jiaotong University,"西安交通大学兴庆校区, 文治路, 乐居场, 碑林区 (Beilin), 西安市, 陕西省, 710048, 中国",34.24749490,108.97898751,edu,

 ccb95192001b07bb25fc924587f9682b0df3de8e,Head pose estimation for recognizing face images using collaborative representation based classification,"IIEST Shibpur, India","Computer Science and Technology, IIEST, Shibpur","P.O. - Botanic Garden, Howrah, West Bengal 711103, India",22.55518080,88.30713790,edu,

 cc70fb1ab585378c79a2ab94776723e597afe379,Detect face in the wild using CNN cascade with feature aggregation at multi-resolution,Swansea University,Swansea University,"Swansea University, University Footbridge, Sketty, Swansea, Wales, SA2 8PZ, UK",51.60915780,-3.97934429,edu,

@@ -1219,7 +1210,6 @@ e75a589ca27dc4f05c2715b9d54206dee37af266,Multiscale Deep Alternative Neural Netw
 e73f2839fc232c03e9f027c78bc419ee15810fe8,Flexible 3D neighborhood cascade deformable part models for object detection,"University of Science, Vietnam","Fac. of Mathematics and Computer Sciences, University of Science, Ho Chi Minh City, Viet Nam","227 Đường Nguyễn Văn Cừ, Phường 4, Quận 5, Hồ Chí Minh, Vietnam",10.76241650,106.68120130,edu,

 e790a2538579c8e2ef9b314962ab26197d6664c6,A jointly local structured sparse deep learning network for face recognition,Waseda University,Waseda University,"早稲田大学 北九州キャンパス, 2-2, 有毛引野線, 八幡西区, 北九州市, 福岡県, 九州地方, 808-0135, 日本",33.88987280,130.70856205,edu,

 e7e8c0bbee09b5af6f7df1de8f0f26da992737c4,Autoassociative Pyramidal Neural Network for face verification,University of Pernambuco,"University of Pernambuco, Recife-PE, Brazil","Av. Gov. Agamenon Magalhães - Santo Amaro, Recife - PE, 50100-010, Brazil",-8.04406030,-34.88611670,edu,

-cbbd9880fb28bef4e33da418a3795477d3a1616e,Multi-class Support Vector Machine classifiers using intrinsic and penalty graphs,Tampere University of Technology,Tampere University of Technology,"TTY, 10, Korkeakoulunkatu, Finninmäki, Hervanta, Tampere, Tampereen seutukunta, Pirkanmaa, Länsi- ja Sisä-Suomen aluehallintovirasto, Länsi-Suomi, Manner-Suomi, 33720, Suomi",61.44964205,23.85877462,edu,

 cb992fe67f0d4025e876161bfd2dda467eaec741,Random forest-based feature selection for emotion recognition,"University of Orléans, France","Univ. Orléans, INSA CVL, PRISME EA 4229, Bourges, France","Château de la Source, 45100 Orléans, France",47.84457440,1.93369650,edu,

 cbc2de9b919bc63590b6ee2dfd9dda134af45286,Direct face detection and video reconstruction from event cameras,Rice University,Rice University,"Rice University, Stockton Drive, Houston, Harris County, Texas, 77005-1890, USA",29.71679145,-95.40478113,edu,

 cbf3e848c5d2130dd640d9bd546403b8d78ce0f9,Local linear discriminant analysis with composite kernel for face recognition,Waseda University,Waseda University,"早稲田大学 北九州キャンパス, 2-2, 有毛引野線, 八幡西区, 北九州市, 福岡県, 九州地方, 808-0135, 日本",33.88987280,130.70856205,edu,

@@ -1315,7 +1305,6 @@ e03f69bad7e6537794a50a99da807c9df4ff5186,Unsupervised method of Domain Adaptatio
 239e305c24155add73f2a0ba5ccbd66b37f77e14,Fast computation of low-rank matrix approximations,Microsoft Research Asia,"Microsoft Live Labs Research, China",Microsoft Research Asia,35.86166000,104.19539700,company,

 23e824d1dfc33f3780dd18076284f07bd99f1c43,Spoofing faces using makeup: An investigative study,INRIA Méditerranée,"Inria Méditerranée, France","2004 Route des Lucioles, 06902 Valbonne, France",43.61581310,7.06838000,edu,"Inria Méditerranée, France"

 2340d810c515dc0c9fd319f598fa8012dc0368a0,A collaborative face recognition framework on a social network platform,Yonsei University,Yonsei University,"연세대, 연세로, 신촌동, 창천동, 서대문구, 서울특별시, 03789, 대한민국",37.56004060,126.93692480,edu,

-239958d6778643101ab631ec354ea1bc4d33e7e0,Head pose estimation in the wild using Convolutional Neural Networks and adaptive gradient methods,Plymouth University,Plymouth University,"Plymouth University, Portland Square, Barbican, Plymouth, South West England, England, PL4 6AP, UK",50.37552690,-4.13937687,edu,

 4f03ba35440436cfa06a2ed2a571fea01cb36598,The extended collaborative representation-based classification,"Artificial Intelligence Key Laboratory of Sichuan Province, China","Artificial Intelligence Key Laboratory, of Sichuan Province, Zigong, Sichuan, 643000, P. R. China","Ziliujing, Zigong, Sichuan, China, 643000",29.33909180,104.77858020,gov,

 4f1249369127cc2e2894f6b2f1052d399794919a,Deep Age Estimation: From Classification to Ranking,Wayne State University,Wayne State University,"Parking Structure 3, East Warren Avenue, New Center, Detroit, Wayne County, Michigan, 48236, USA",42.35775700,-83.06286711,edu,

 8dd3f05071fd70fb1c349460b526b0e69dcc65bf,Local Directional Ternary Pattern for Facial Expression Recognition,University of Campinas,University of Campinas,"USJ, 97, Rua Sílvia Maria Fabro, Kobrasol, Campinas, São José, Microrregião de Florianópolis, Mesorregião da Grande Florianópolis, SC, Região Sul, 88102-130, Brasil",-27.59539950,-48.61542180,edu,

@@ -1356,7 +1345,6 @@ e03f69bad7e6537794a50a99da807c9df4ff5186,Unsupervised method of Domain Adaptatio
 7196b3832065aec49859c61318037b0c8c12363a,Probabilistic modeling of scenes using object frames,Carnegie Mellon University,Carnegie Mellon University,"Carnegie Mellon University Silicon Valley, South Akron Road, ARC, Santa Clara County, California, 94035-0016, USA",37.41021930,-122.05965487,edu,

 7644b3a0871b8e0e7e1cdf06099e295f1e5fbdf7,Graph Maximum Margin Criterion for Face Recognition,Anhui Polytechnic University,Anhui Polytechnic University,"安徽工程大学, 鸠江北路, 芜湖市, 芜湖市区, 芜湖市 / Wuhu, 安徽省, 241000, 中国",31.34185955,118.40739712,edu,

 76669f166ddd3fb830dbaacb3daa875cfedc24d9,Learning face recognition from limited training data using deep neural networks,IBM Thomas J. Watson Research Center,IBM Thomas J. Watson Research Center,"IBM Yorktown research lab, Adams Road, Millwood, Town of New Castle, Westchester County, New York, 10562, USA",41.21002475,-73.80407056,company,

-76dff7008d9b8bf44ec5348f294d5518877c6182,Discrete area filters in accurate detection of faces and facial features,Warsaw University of Technology,Warsaw University of Technology,"Politechnika Warszawska, 1, Plac Politechniki, VIII, Śródmieście, Warszawa, mazowieckie, 00-661, RP",52.22165395,21.00735776,edu,

 76640cb1a683a479ce2e0d6681d821ff39126d63,Innovative embodiment of job interview in emotionally aware communication robot,"NEC Corporation, Nara, Japan","C & C Innovation Research Labs, NEC Corporation, Nara, Japan","Nara, Nara Prefecture, Japan",34.68508690,135.80500020,edu,

 1c25a3c8ef3e2c4dbff337aa727d13f5eba40fb2,Artistic stylization of face photos based on a single exemplar,Memorial University of Newfoundland,Memorial University of Newfoundland,"Memorial University of Newfoundland, Overpass, St. John's, Newfoundland and Labrador, A1B 5S7, Canada",47.57272510,-52.73305444,edu,

 1c0acf9c2f2c43be47b34acbd4e7338de360e555,A Multi-Camera Deep Neural Network for Detecting Elevated Alertness in Drivers,Toyota Research Institute,Toyota Research Institute,"Toyota Research Institute, 4440, West El Camino Real, Los Altos, Santa Clara County, California, 94022, USA",37.40253645,-122.11655107,edu,

@@ -1438,6 +1426,5 @@ e03f69bad7e6537794a50a99da807c9df4ff5186,Unsupervised method of Domain Adaptatio
 22e121a8dea49e3042de305574356477ecacadda,Directional gradients integration image for illumination insensitive face representation,Hunan University,Hunan University,"Yejin University for Employees, 冶金西路, 和平乡, 珠晖区, 衡阳市 / Hengyang, 湖南省, 中国",26.88111275,112.62850666,edu,

 250b73ec5a4f78b7b4ea3aba65c27fc1352154d5,Constrained Multi-View Video Face Clustering,University of Central Florida,University of Central Florida,"University of Central Florida, Libra Drive, University Park, Orange County, Florida, 32816, USA",28.59899755,-81.19712501,edu,

 256b46b12ab47283e6ada05fad6a2b501de35323,Pose estimation using Spectral and Singular Value recomposition,Carnegie Mellon University,Carnegie Mellon University,"Carnegie Mellon University Silicon Valley, South Akron Road, ARC, Santa Clara County, California, 94035-0016, USA",37.41021930,-122.05965487,edu,

-2546dc7e2c2390233de16502413fe1097ecf3fb5,An empirical evaluation on dimensionality reduction schemes for dissimilarity-based classifications,Myongji University,Myongji University,"명지대, 금학로, 역북동, 처인구, 용인시, 경기, 17144, 대한민국",37.23810230,127.19034310,edu,

 258b3b1df82186dd76064ef86b28555e91389b73,Initial Shape Pool Construction for Facial Landmark Localization Under Occlusion,Wuhan University of Technology,Wuhan University of Technology,"武汉理工大学-余家头校区, 交通二路, 杨园街道, 武昌区 (Wuchang), 武汉市, 湖北省, 430062, 中国",30.60903415,114.35142840,edu,

 2564920d6976be68bb22e299b0b8098090bbf259,Face recognition algorithm based on cascading BGP feature fusion,"National University of Defense Technology, China","National University of Defence Technology, Changsha 410000, China","国防科学技术大学, 三一大道, 开福区, 开福区 (Kaifu), 长沙市 / Changsha, 湖南省, 410073, 中国",28.22902090,112.99483204,edu,