Class information for:
Level 1: PEDESTRIAN DETECTION//OBJECT DETECTION//HUMAN DETECTION

Basic class information
Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
37 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 110459
85 2             FACE RECOGNITION//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//ACTION RECOGNITION 27122
8719 1                   PEDESTRIAN DETECTION//OBJECT DETECTION//HUMAN DETECTION 1255

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PEDESTRIAN DETECTION authKW 2921514 13% 71% 165
2 OBJECT DETECTION authKW 1010235 16% 20% 203
3 HUMAN DETECTION authKW 681185 5% 47% 58
4 SEMANTIC SEGMENTATION authKW 332823 2% 51% 26
5 IMAGE PARSING authKW 279491 1% 70% 16
6 OBJECT PROPOSAL authKW 168796 1% 61% 11
7 SCENE PARSING authKW 168796 1% 61% 11
8 OBJECT PROPOSALS authKW 167402 1% 67% 10
9 CASCADE CLASSIFIER authKW 164046 1% 47% 14
10 SCENE UNDERSTANDING authKW 154975 2% 22% 28

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 64428 59% 0% 743
2 Engineering, Electrical & Electronic 7822 47% 0% 585
3 Transportation Science & Technology 2899 6% 0% 78
4 Computer Science, Software Engineering 2458 11% 0% 133
5 Computer Science, Information Systems 2182 11% 0% 143
6 Robotics 1348 3% 0% 39
7 Computer Science, Theory & Methods 1324 9% 0% 119
8 Computer Science, Cybernetics 807 2% 0% 31
9 Imaging Science & Photographic Technology 530 3% 0% 39
10 Engineering, Civil 246 5% 0% 57

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ENVIRONM PERCEPT 112992 1% 50% 9
2 AUTONOMOUS SMART SYST UNIT 50223 0% 100% 2
3 COMP VIS CV 50223 0% 100% 2
4 ENERGY MECH ELECT ENGN 50223 0% 100% 2
5 VT MACHINE LEARNING PERCEPT GRP 50223 0% 100% 2
6 INTERACT VISUAL MEDIA GRP 28247 0% 38% 3
7 ABORAT SAFETY 25111 0% 100% 1
8 ADV DRIVER ASSISTANCE SYST ADAS GRP 25111 0% 100% 1
9 AI TEAM 25111 0% 100% 1
10 ASAN MED CONVERGENCE MED 25111 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 INTERNATIONAL JOURNAL OF COMPUTER VISION 132562 8% 5% 99
2 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 111553 12% 3% 145
3 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 39089 4% 3% 56
4 COMPUTER VISION AND IMAGE UNDERSTANDING 20693 3% 2% 41
5 PATTERN RECOGNITION 13197 5% 1% 61
6 IEEE TRANSACTIONS ON IMAGE PROCESSING 10994 4% 1% 51
7 NEUROCOMPUTING 8470 5% 1% 59
8 IET COMPUTER VISION 6851 1% 2% 12
9 IMAGE AND VISION COMPUTING 6408 2% 1% 26
10 IEEE TRANSACTIONS ON MULTIMEDIA 6286 2% 1% 23

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 PEDESTRIAN DETECTION 2921514 13% 71% 165 Search PEDESTRIAN+DETECTION Search PEDESTRIAN+DETECTION
2 OBJECT DETECTION 1010235 16% 20% 203 Search OBJECT+DETECTION Search OBJECT+DETECTION
3 HUMAN DETECTION 681185 5% 47% 58 Search HUMAN+DETECTION Search HUMAN+DETECTION
4 SEMANTIC SEGMENTATION 332823 2% 51% 26 Search SEMANTIC+SEGMENTATION Search SEMANTIC+SEGMENTATION
5 IMAGE PARSING 279491 1% 70% 16 Search IMAGE+PARSING Search IMAGE+PARSING
6 OBJECT PROPOSAL 168796 1% 61% 11 Search OBJECT+PROPOSAL Search OBJECT+PROPOSAL
7 SCENE PARSING 168796 1% 61% 11 Search SCENE+PARSING Search SCENE+PARSING
8 OBJECT PROPOSALS 167402 1% 67% 10 Search OBJECT+PROPOSALS Search OBJECT+PROPOSALS
9 CASCADE CLASSIFIER 164046 1% 47% 14 Search CASCADE+CLASSIFIER Search CASCADE+CLASSIFIER
10 SCENE UNDERSTANDING 154975 2% 22% 28 Search SCENE+UNDERSTANDING Search SCENE+UNDERSTANDING

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.

Classes with closest relation at Level 1


rank cluster_id2 link
1 1465 IMAGE MATCHING//SIFT//APPROXIMATE NEAREST NEIGHBOR SEARCH
2 4239 ACTION RECOGNITION//HUMAN ACTION RECOGNITION//HUMAN POSE ESTIMATION
3 4135 VISUAL TRACKING//OBJECT TRACKING//PARTICLE FILTER
4 17339 SKIN DETECTION//FACE DETECTION//SKIN COLOR MODEL
5 12053 LANE DETECTION//VEHICLE DETECTION//INTELLIGENT VEHICLES
6 28541 TRAFFIC SIGN RECOGNITION//TRAFFIC SIGN DETECTION//ROAD SIGN RECOGNITION
7 19650 PEOPLE COUNTING//CROWD ANALYSIS//CROWD COUNTING
8 18345 RESTRICTED BOLTZMANN MACHINE//DEEP LEARNING//AUTOENCODER
9 7382 SALIENCY DETECTION//SALIENT OBJECT DETECTION//IMAGE RETARGETING
10 5622 BACKGROUND SUBTRACTION//BACKGROUND MODELING//MOVING OBJECT DETECTION

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