22.9.4 ATR -- Vehicles, Aerial Images, Vehicle Detection

Klausmann, P., Kroschel, K., Willersinn, D.,
Performance prediction of vehicle detection algorithms,
PR(32), No. 12, December 1999, pp. 2063-2065.
WWW Version. BibRef 9912

Tang, G.Y., Huang, T.S.,
Using the Creation Machine to Locate Airplanes on Aerial Photos,
PR(12), No. 6, 1980, pp. 431-441.
WWW Version. BibRef 8000

Solka, J.L., Marchette, D.J., Wallet, B.C., Irwin, V.L., and Rogers, G.W.,
Identification of Man-Made Regions in Unmanned Aerial Vehicle Imagery and Videos,
PAMI(20), No. 8, August 1998, pp. 852-857.
IEEE Abstract.
IEEE DOI Link Statistical classification to find regions of interest in such data. BibRef 9808

Trivedi, M.M.[Mohan M.], and Harlow, C.A.[Charles A.],
Identification of Unique Objects in High Resolution Aerial Images,
OptEng(24), No. 3, May-June 1985, pp. 502-506. BibRef 8505

Trivedi, M.M., and Harlow, C.A.,
Incorporating Spectral and Spatial Knowledge in the Identification of Unique Objects in High Resolution Aerial Images,
SPIE(485), May 1984, pp. 214-219. BibRef 8405

Trivedi, M.M., Bokil, A., Takla, M., Maksymonko, G.B., and Broach, T.,
Analysis of High Resolution Imagery for Object Detection,
SPIE(1099), March 1989. BibRef 8903

Trivedi, M.M.,
Object Detection Using Their Multispectral Characteristics,
SPIE(754), January 1987. pp. xx. BibRef 8701

Shirvaikar, M.V., and Trivedi, M.M.,
Design and Evaluation of a Multistage Object Detection Approach,
SPIE(1293), Applications of AI VIII, Orlando, FL, April 1990, pp. 14-22. BibRef 9004

Trivedi, M.M.[Mohan M.],
Object Detection in High Resolution Multispectral Images,
SPIE(933), Multispectral Image Processing and Enhancement, Orlando, FL, April 1988, pp. 8-14. Pyramids. BibRef 8804

Trivedi, M.M., Harlow, C.A., Cress, D.H., and Chen, C.,
Detection of Objects in High Resolution Multispectral Aerial Images,
SPIE(548), Applications of Artificial Intelligence II, Arlington, VA, April 1985, pp. 258-262. BibRef 8504

Moon, H.K.[Han-Kyu], Chellappa, R., Rosenfeld, A.,
Performance Analysis of a Simple Vehicle Detction Algorithm,
IVC(20), No. 1, January 2002, pp. 1-13.
WWW Version. 0201
BibRef
Earlier: UMD--TR4045, August 1999. Empirical Evaluation. Vehicle Counting.
WWW Version.
WWW Version. BibRef

Burlina, P., Parameswaran, V., Chellappa, R.,
Sensitivity Analysis and Learning Strategies for Context-Based Vehicle Detection Algorithms,
DARPA97(577-584). BibRef 9700

Rajagopalan, A.N.[Ambasamudram N.], Chellappa, R.[Rama],
Higher-Order-Statistics-Based Detection of Vehicles in Still Images,
JOSA-A(18), No. 12, December 2001, pp. 3037-3048.
WWW Version. 0201
BibRef
Earlier: UMD--TR4189, September 2000.
WWW Version.
WWW Version. BibRef

Rajagopalan, A.N., Burlina, P., Chellappa, R.,
Higher Order Statistical Learning for Vehicle Detection in Images,
ICCV99(1204-1209).
IEEE DOI Link BibRef 9900

Zhao, T.[Tao], Nevatia, R.[Ram],
Car Detection in Low Resolution Aerial Images,
IVC(21), No. 8, August 2003, pp. 693-703.
WWW Version. 0307
BibRef
Earlier: ICCV01(I: 710-717).
IEEE DOI Link 0106
BibRef USC Computer VisionUse a simple generic 3-D model of the car. Match edge features. BibRef

Besada, J.A., Molina, J.M., García, J., Berlanga, A., Portillo, J.I.,
Aircraft identification integrated into an airport surface surveillance video system,
MVA(15), No. 3, July 2004, pp. 164-171.
Springer DOI Link 0407
BibRef

Pegler, K.[Kevin], Colemen, D.[David], Pelot, R.[Ronald], Keller, C.P.[C. Peter],
An Enhanced Spatio-spectral Template for Automatic Small Recreational Vessel Detection,
PhEngRS(73), No. 1, January 2007, pp. 79-88.
WWW Version. 0704
The utility of an enhanced spatio-spectral template used in conjunction with Ikonos imagery to detect small recreational vessels. BibRef

Jin, X.Y.[Xiao-Ying], Davis, C.H.[Curt H.],
Vehicle detection from high-resolution satellite imagery using morphological shared-weight neural networks,
IVC(25), No. 9, 1 September 2007, pp. 1422-1431.
WWW Version. 0707
Vehicle detection; High-resolution satellite imagery; Neural networks; Feature extraction; IKONOS BibRef

Xiong, Z.[Zhen], Zhang, Y.[Yun],
An Initial Study on Vehicle Information Extraction from Single Pass QuickBird Satellite Imagery,
PhEngRS(74), No. 11, November 2008, pp. 1401-1412.
WWW Version. 0804
A direct location algorithm to calculate vehicle's ground position from its image position based on a Digital Elevation Model. See also Novel Interest-Point-Matching Algorithm for High-Resolution Satellite Images, A. BibRef

Eikvil, L.[Line], Aurdal, L.[Lars], Koren, H.[Hans],
Classification-based vehicle detection in high-resolution satellite images,
PandRS(64), No. 1, January 2009, pp. 65-72.
Elsevier DOI Link
WWW Version. 0804
Quickbird; Vehicle detection; Classification BibRef

Yue, Z.F.[Zhan-Feng], Guarino, D.[David], Chellappa, R.[Rama],
Moving Object Verification in Airborne Video Sequences,
CirSysVideo(19), No. 1, January 2009, pp. 77-89.
IEEE DOI Link 0902
BibRef
Earlier: A1, A3, A2:
Moving Object Verification from Airborne Video,
CVS06(29).
IEEE DOI Link 0602
BibRef

Holt, A.C.[Ashley C.], Seto, E.Y.W.[Edmund Y.W.], Rivard, T.[Tom], Gong, P.[Peng],
Object-based Detection and Classification of Vehicles from High-resolution Aerial Photography,
PhEngRS(75), No. 7, July 2009, pp. 871-897.
WWW Version. 0910
An object-based classification technique to extract vehicle volumes and vehicle type distributions from aerial photos sampled throughout a large metropolitan area. BibRef

Larsen, S.Ø.[Siri Øyen], Koren, H.[Hans], Solberg, R.[Rune],
Traffic Monitoring using Very High Resolution Satellite Imagery,
PhEngRS(75), No. 7, July 2009, pp. 859-870.
WWW Version. 0910
An object based vehicle detection algorithm using Quick-Bird imagery for generation of data that are to be used in estimates of Annual Average Day Traffic. BibRef

Park, S.H., Kim, H.T., Kim, K.T.,
Segmentation of ISAR Images of Targets Moving in Formation,
GeoRS(48), No. 4, April 2010, pp. 2099-2108.
IEEE DOI Link 1003
BibRef

Chang, W.C., Cho, C.W.,
Online Boosting for Vehicle Detection,
SMC-B(40), No. 3, June 2010, pp. 892-902.
IEEE DOI Link 1006
BibRef

Yao, W.[Wei], Hinz, S.[Stefan], Stilla, U.[Uwe],
Automatic vehicle extraction from airborne LiDAR data of urban areas aided by geodesic morphology,
PRL(31), No. 10, 15 July 2010, pp. 1100-1108.
Elsevier DOI Link
WWW Version. 1008
Airborne LiDAR; Urban areas; Vehicle extraction; Context; Geodesic morphology See also Airborne analysis and assessment of urban traffic scenes from LiDAR data: Theory and experiments. BibRef

Yao, W.[Wei], Hinz, S.[Stefan], Stilla, U.[Uwe],
Extraction and motion estimation of vehicles in single-pass airborne LiDAR data towards urban traffic analysis,
PandRS(66), No. 3, May 2011, pp. 260-271.
Elsevier DOI Link
WWW Version. 1103
Airborne LiDAR; Urban; Motion estimation; Three-dimensional; Traffic monitoring BibRef

Zhu, C., Zhou, H., Wang, R., Guo, J.,
A Novel Hierarchical Method of Ship Detection from Spaceborne Optical Image Based on Shape and Texture Features,
GeoRS(48), No. 9, September 2010, pp. 3446-3456.
IEEE DOI Link 1008
BibRef

Kembhavi, A.[Aniruddha], Harwood, D.[David], Davis, L.S.[Larry S.],
Vehicle Detection Using Partial Least Squares,
PAMI(33), No. 6, June 2011, pp. 1250-1265.
IEEE DOI Link 1105
See also Human Detection Using Partial Least Squares Analysis. Aerial images. Color probability maps for image statistics, histograms of oriented gradients for structure. BibRef

Cao, X.B.[Xian-Bin], Wu, C., Lan, J.[Jinhe], Yan, P.K.[Ping-Kun], Li, X.L.[Xue-Long],
Vehicle Detection and Motion Analysis in Low-Altitude Airborne Video Under Urban Environment,
CirSysVideo(21), No. 10, October 2011, pp. 1522-1533.
IEEE DOI Link 1110
BibRef
Earlier: A1, A3, A4, A5:
KLT Feature Based Vehicle Detection and Tracking in Airborne Videos,
ICIG11(673-678).
IEEE DOI Link 1109
BibRef

Cao, X.B.[Xian-Bin], Lin, R.J.[Ren-Jun], Yan, P.K.[Ping-Kun], Li, X.L.[Xue-Long],
Accelerating Vehicle Detection in Low-Altitude Airborne Urban Video,
ICIG11(648-653).
IEEE DOI Link 1109
BibRef

Bai, X.[Xueru], Zhou, F.[Feng], Xing, M.D.[Meng-Dao], Bao, Z.[Zheng],
A Novel Method for Imaging of Group Targets Moving in a Formation,
GeoRS(50), No. 1, January 2012, pp. 221-231.
IEEE DOI Link 1201
BibRef

Li, W.[Wei], Xiang, S.M.[Shi-Ming], Wang, H.B.[Hai-Bo], Pan, C.H.[Chun-Hong],
Robust airplane detection in satellite images,
ICIP11(2821-2824).
IEEE DOI Link 1201
BibRef

Cao, X.B.[Xian-Bin], Wu, C.[Changxia], Yan, P.K.[Ping-Kun], Li, X.L.[Xue-Long],
Linear SVM classification using boosting HOG features for vehicle detection in low-altitude airborne videos,
ICIP11(2421-2424).
IEEE DOI Link 1201
BibRef

Zhang, Z.B.[Ze-Bing], Hu, W.D.[Wei-Dong],
Rectangle outline extraction of vehicles in SAR images,
IASP11(163-166).
IEEE DOI Link 1112
BibRef

Sadlier, D.A., Ferguson, P., Conaire, C.O., O'Connor, N.E., Doyle, K.,
Image-based vehicle indexing for a seaport transportation surveillance system,
AVSBS11(367-372).
IEEE DOI Link 1111
BibRef

Eslami, M., Faez, K.,
Automatic traffic monitoring using neural networks from satellite images,
ICARCV10(1616-1621).
IEEE DOI Link 1109
BibRef

Yang, G.[Guang], Lu, Q.[Qichao], Gao, F.[Feng],
A Novel Ship Detection Method Based on Sea State Analysis from Optical Imagery,
ICIG11(466-471).
IEEE DOI Link 1109
BibRef

You, X.[Xin], Yu, N.[Nenghai],
An Automatic Matching Algorithm Based on SIFT Descriptors for Remote Sensing Ship Image,
ICIG11(377-381).
IEEE DOI Link 1109
BibRef

Xia, Y.[Yu], Wan, S.H.[Shou-Hong], Yue, L.[Lihua],
A Novel Algorithm for Ship Detection Based on Dynamic Fusion Model of Multi-feature and Support Vector Machine,
ICIG11(521-526).
IEEE DOI Link 1109
BibRef

Diegert, C.[Carl],
A combinatorial method for tracing objects using semantics of their shape,
AIPR10(1-4).
IEEE DOI Link 1010
Vehicles in Overhead Imaging Research Dataset BibRef

Yang, B.[Bo], Sharma, P.[Pramod], Nevatia, R.[Ram],
Vehicle detection from low quality aerial LIDAR data,
WACV11(541-548).
IEEE DOI Link 1101
BibRef

Artese, G.[Giuseppe],
Improvement of a procedure for vehicle detection and tracking by base frame updating and Kalman filter,
PCVIA10(A:55).
PDF Version. 1009
BibRef

Tuermer, S.[Sebastian], Leitloff, J.[Jens], Reinartz, P.[Peter], Stilla, U.[Uwe],
Evaluation of selected features for car detection in aerial images,
HighRes11(xx-yy).
PDF Version. 1106
BibRef
Earlier:
Automatic vehicle detection in aerial image sequences of urban areas using 3D HoG features,
PCVIA10(B:50).
PDF Version. 1009
BibRef

Ozcanli, O.C.[Ozge Can], Mundy, J.L.[Joseph L.],
Vehicle Recognition as Changes in Satellite Imagery,
ICPR10(3336-3339).
IEEE DOI Link 1008
BibRef

Khan, S.M.[Saad M.], Cheng, H.[Hui], Matthies, D.[Dennis], Sawhney, H.S.[Harpreet S.],
3D model based vehicle classification in aerial imagery,
CVPR10(1681-1687).
IEEE DOI Link 1006
BibRef

Xiao, J.J.[Jiang-Jian], Cheng, H.[Hui], Sawhney, H.S.[Harpreet S.], Han, F.[Feng],
Vehicle detection and tracking in wide field-of-view aerial video,
CVPR10(679-684).
IEEE DOI Link 1006
See also Robust Video Georegistration. BibRef

Tolba, H., Elgerzawy, A.,
Comparative Experiments to Evaluate a CHMM-Based Identification Approach to Naval Targets,
WSSIP09(1-4).
IEEE DOI Link 0906
See also Comparative Study to Evaluate a Text-Independent Speaker Identification Engine for Arabic Speakers Using a CHMM-Based Approach, A. BibRef

Kuo, C.H.[Cheng-Hao], Nevatia, R.[Ramakant],
Robust multi-view car detection using unsupervised sub-categorization,
WACV09(1-8).
IEEE DOI Link 0912
BibRef

Prokaj, J.[Jan], Medioni, G.[Gerard],
3-D model based vehicle recognition,
WACV09(1-7).
IEEE DOI Link 0912
BibRef

Hutter, M., Brewer, N.,
Matching 2-D ellipses to 3-D circles with application to vehicle pose identification,
IVCNZ09(153-158).
IEEE DOI Link 0911
BibRef

Xie, H.[Hong], Li, L.L.[Lin-Lin], Bo, H.[Hua], Zhang, Y.N.[Yun-Nong],
A Novel Method for Ship Detection Based on NSCT and ACO,
CISP09(1-4).
IEEE DOI Link 0910
BibRef

Perconti, P., Hilger, J., Loew, M.,
Vehicle detection approaches using the NVESD Sensor Fusion Testbed,
AIPR03(56-61).
IEEE DOI Link 0310
BibRef

Wheeler, F.W., Hoogs, A.J.,
Moving Vehicle Registration and Super-Resolution,
AIPR07(101-107).
IEEE DOI Link 0710
BibRef

Tongphu, S.[Suwan], Thongsak, N.[Naddao], Dailey, M.N.[Matthew N.],
Rapid Detection of Many Object Instances,
ACIVS09(434-444).
Springer DOI Link 0909
Car detection with small training set. Sliding window using discrete features of window. BibRef

Choi, J.Y.[Jae-Young], Yang, Y.K.[Young-Kyu],
Vehicle Detection from Aerial Images Using Local Shape Information,
PSIVT09(227-236).
Springer DOI Link 0901
BibRef

Petridis, S.[Stavros], Geyer, C.[Christopher], Singh, S.[Sanjiv],
Learning to Detect Aircraft at Low Resolutions,
CVS08(xx-yy).
Springer DOI Link 0805
BibRef

Perrotton, X.[Xavier], Sturzel, M.[Marc], Roux, M.[Michel],
Implicit hierarchical boosting for multi-view object detection,
CVPR10(958-965).
IEEE DOI Link 1006
BibRef
Earlier:
Mining families of features for efficient object detection,
ICIP09(857-860).
IEEE DOI Link 0911
BibRef
Earlier:
Automatic Object Detection on Aerial Images Using Local Descriptors and Image Synthesis,
CVS08(xx-yy).
Springer DOI Link 0805
Aircraft in cluttered backgrounds. BibRef

Kluckner, S.[Stefan], Pacher, G.[Georg], Grabner, H.[Helmut], Bischof, H.[Horst], Bauer, J.[Joachim],
A 3D Teacher for Car Detection in Aerial Images,
ICCV07(1-8).
IEEE DOI Link 0710
BibRef

Auclair, A.[Adrien], Cohen, L.D.[Laurent D.], Vincent, N.[Nicole],
A Robust Approach for 3D Cars Reconstruction,
SCIA07(183-192).
Springer DOI Link 0706
BibRef

Piriyakumar Douglas, A.L., Prasad, M., Sunil Gowtham, B., Kalyansundar, A., Swaminathan, V., Chattopadhyay, R.,
An Efficient DSP Implementation of Real-Time Stationary Vehicle Detection by Smart Camera at Outdoor Conditions,
ICIP06(3273-3276).
IEEE DOI Link 0610
BibRef

Hermiston, K., Booth, D.M.,
Pose Estimation and Recognition of Ground Vehicles in Aerial Reconnaissance Imagery,
ICPR98(Vol I: 578-582).
IEEE DOI Link 9808
BibRef

Booth, D.M., Radford, C.J.,
The detection of vehicles in airborne downward looking infrared linescan imagery,
ICPR94(A:769-772).
IEEE DOI Link 9410
BibRef

Ruskone, R., Guigues, L., Airault, S., Jamet, O.,
Vehicle Detection on Aerial Images: A Structural Approach,
ICPR96(III: 900-904).
IEEE DOI Link 9608
(Laboratoire MATIS, F) Use shadows for cars and trees. BibRef

Cox, K.C., Roman, G.C., Ball, W.E., Laine, A.F.,
Rapid Search for Spherical Objects in Aerial Photographs,
CVPR88(905-910).
IEEE Abstract. BibRef 8800

Chapter on Cartography, Aerial Images, Remote Sensing, Buildings, Roads, Terrain, ATR continues in
ATR -- IR (Infra-Red) Applications .