JPH0877487A - On-road obstacle detecting device - Google Patents

On-road obstacle detecting device

Info

Publication number
JPH0877487A
JPH0877487A JP6208670A JP20867094A JPH0877487A JP H0877487 A JPH0877487 A JP H0877487A JP 6208670 A JP6208670 A JP 6208670A JP 20867094 A JP20867094 A JP 20867094A JP H0877487 A JPH0877487 A JP H0877487A
Authority
JP
Japan
Prior art keywords
obstacle detection
road
vehicle
image
obstacle
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
JP6208670A
Other languages
Japanese (ja)
Inventor
Shoichi Morita
田 昭 一 森
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Toshiba Corp
Toshiba Telecommunication System Engineering Corp
Original Assignee
Toshiba Corp
Toshiba Telecommunication System Engineering Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Toshiba Corp, Toshiba Telecommunication System Engineering Corp filed Critical Toshiba Corp
Priority to JP6208670A priority Critical patent/JPH0877487A/en
Publication of JPH0877487A publication Critical patent/JPH0877487A/en
Pending legal-status Critical Current

Links

Landscapes

  • Traffic Control Systems (AREA)
  • Image Processing (AREA)
  • Closed-Circuit Television Systems (AREA)
  • Emergency Alarm Devices (AREA)

Abstract

PURPOSE: To detect an obstacle on a road early and securely. CONSTITUTION: This device is equipped with an ITV camera 13 which photographes an on-road obstacle detection area, an analog-digital converter 20 which digitizes the image obtained by the ITV camera 13, an image storage part 21 which processes and stores the image digitized by the analog-digital converter 20, a background storage part 23 which stores image information on only the background that is photographed right after the device is actuated and does not include the vehicle, a recognition processing part 22 which separates the image information in the image storage part 21 into vehicle information and a background image, an obstacle detection part 25 which detects the on-road obstacle from the background image separated by the recognition processing part 22, an alarm processing part 27 which outputs an alarm with the obstacle detection signal outputted by the obstacle detection part 25, and a display plate 16 which displays the alarm information outputted by this alarm processing part 27.

Description

【発明の詳細な説明】Detailed Description of the Invention

【0001】[0001]

【産業上の利用分野】この発明は路上障害物検出装置に
係り、特に、路上障害物を早期に、かつ、確実に検出す
るようにした路上障害物検出装置に関する。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a road obstacle detecting device, and more particularly to a road obstacle detecting device capable of early and surely detecting a road obstacle.

【0002】[0002]

【従来の技術および発明が解決しようとする課題】一般
に、路上障害物を検出するには図7に示すように道路1
1の路側12に道路11を撮影するITVカメラ13が
備えられている。このITVカメラ13は図8、図9に
示すように道路11を写し出し、落石、落下荷物等の障
害物14の発見を道路管理事務所15(以下「管理事務
所」と言う」で人為的に行っている。
2. Description of the Related Art Generally, in order to detect an obstacle on the road, as shown in FIG.
An ITV camera 13 for photographing the road 11 is provided on the roadside 12 of the vehicle 1. The ITV camera 13 shows the road 11 as shown in FIGS. 8 and 9, and the obstacle 14 such as a rock fall or a dropped luggage is artificially detected by the road management office 15 (hereinafter referred to as “management office”). Is going.

【0003】管理事務所15が障害物14を発見すると
その旨を表示板16を介して後続車17に知らせる。
When the management office 15 finds the obstacle 14, it notifies the following vehicle 17 via the display board 16 of the fact.

【0004】このように路上障害物を検出するにはIT
Vカメラ13から得られる画像を基に管理事務所15の
職員が障害物14の有無を人為的に確認し、この情報を
表示板16に表示しているため、その検出に多大な労力
がかかったり発見が遅れると言う問題があった。
In order to detect road obstacles in this way, IT
Since the staff of the management office 15 artificially confirms the presence or absence of the obstacle 14 based on the image obtained from the V camera 13 and displays this information on the display board 16, it takes a lot of effort to detect it. There was a problem that the discovery was delayed.

【0005】本発明は上記の問題を解決するために路上
障害物の検出を早期に、かつ、確実に捕らえこれを後続
車に知らせるようにした路上障害物検出装置を提供する
ことを目的とするものである。
SUMMARY OF THE INVENTION It is an object of the present invention to provide a road obstacle detecting device which solves the above problems by detecting the road obstacle early and surely and notifying the succeeding vehicle of the detection. It is a thing.

【0006】[0006]

【課題を解決するための手段】本発明は、路上障害物検
出領域を撮影するITVカメラと、このITVカメラに
よって得られた画像信号をデジタル化するアナログ・デ
ジタル変換器と、このアナログ・デジタル変換器によっ
てデジタル化された画像情報から車両情報と背景画像と
に分離処理する認識処理部と、この認識処理部が分離処
理した背景画像から路上障害物を検出する障害物検出部
と、この障害物検出部が送出した障害物検出信号により
情報を出力する警報処理部と、この警報処理部が出力し
た警報情報を表示する表示板を備えさせて路上障害物検
出装置を構成した。
SUMMARY OF THE INVENTION The present invention provides an ITV camera for photographing a road obstacle detection area, an analog / digital converter for digitizing an image signal obtained by the ITV camera, and the analog / digital conversion. Processing unit that separates the vehicle information and the background image from the image information digitized by the detector, an obstacle detection unit that detects a road obstacle from the background image that is separated by the recognition processing unit, and the obstacle The road obstacle detection device is configured by including an alarm processing unit that outputs information according to the obstacle detection signal sent by the detection unit and a display plate that displays the alarm information output by the alarm processing unit.

【0007】更に、認識した車両の走行状態を累積しそ
の状況によって路上障害物が存在すると思われる領域を
限定する路上障害物検出手段と、認識処理部が車両の通
過終了を検出した後、路上障害物検出領域に車両が存在
しない場合、路上障害物を検出する路上障害物検出手段
とをあわせ持つことを特徴とする路上障害物検出装置を
提供するものである。
[0007] Further, the road obstacle detecting means for accumulating the recognized running states of the vehicle and limiting the area where the road obstacle is considered to exist depending on the situation, and the road on the road after the recognition processing unit detects the passage end of the vehicle. (EN) A road obstacle detection device characterized by having road obstacle detection means for detecting a road obstacle when a vehicle does not exist in the obstacle detection area.

【0008】[0008]

【作用】上記構成によると、路上の障害物検出領域の画
像を写し出し、この画像を車両情報と背景画像とに分離
処理する。分離した車両情報によって車両認識を行い、
車両が存在すればその車両の走行状態を累積する。単位
時間分累積した結果、車両の通過しない領域があれば、
その領域を障害物検出領域とする。また、車両が存在し
なければ分離した背景画像全てを障害物検出領域とし、
障害物の検索を行い、障害物が検出されたらその旨を警
報情報として表示板に表示する。
According to the above construction, the image of the obstacle detection area on the road is displayed, and this image is separated into the vehicle information and the background image. Vehicle recognition is performed based on the separated vehicle information,
If the vehicle exists, the running state of the vehicle is accumulated. As a result of accumulating for a unit time, if there is an area where the vehicle does not pass,
The area is defined as an obstacle detection area. If there is no vehicle, all the separated background images are set as obstacle detection areas,
The obstacle is searched for, and when the obstacle is detected, the fact is displayed on the display board as alarm information.

【0009】[0009]

【実施例】以下、図面を参照して、本発明に係る路上障
害物検出装置を説明する。本発明の実施例に係る路上障
害物検出装置は、図1および図5等に示されるように、
ITVカメラ13は道路11を撮影し路上障害物検出領
域Aの画像を得る。ITVカメラ13によって得られた
画像信号はアナログ・デジタル変換器20へ送られアナ
ログ画像信号からデジタル画像情報へと変換される。変
換されたデジタル画像情報は例えば、半導体メモリ等に
より構成される画像記憶部21に記載される。
DESCRIPTION OF THE PREFERRED EMBODIMENTS A road obstacle detecting device according to the present invention will be described below with reference to the drawings. A road obstacle detection device according to an embodiment of the present invention, as shown in FIG. 1 and FIG.
The ITV camera 13 photographs the road 11 and obtains an image of the road obstacle detection area A. The image signal obtained by the ITV camera 13 is sent to the analog / digital converter 20 and converted from the analog image signal into digital image information. The converted digital image information is written in, for example, the image storage unit 21 configured by a semiconductor memory or the like.

【0010】また、装置の起動直後は必ず図4のような
車両の存在しない背景のみの画像を撮影し、画像記憶部
21を介して障害物検出処理を行うときの基準とすべき
背景画像情報として背景記憶部23に記憶する。
Immediately after starting the apparatus, the background image information to be used as a reference when an image of only the background without a vehicle as shown in FIG. Is stored in the background storage unit 23.

【0011】画像記憶部21に記憶されたデジタル画像
情報は認識処理部22によって読みだされ、画像分離処
理を行って走行車両のみを抽出した車両情報と背景画像
とに分離を行う。
The digital image information stored in the image storage unit 21 is read out by the recognition processing unit 22, and an image separation process is performed to separate the vehicle information extracted from only the traveling vehicle and the background image.

【0012】更に、認識処理部22では抽出した車両情
報を使って車両認識および車両追跡を行い、分離された
背景画像を障害物検出部25へ送るタイミングを判定す
る。
Further, the recognition processing section 22 performs vehicle recognition and vehicle tracking using the extracted vehicle information, and determines the timing of sending the separated background image to the obstacle detection section 25.

【0013】また、認識処理部22は車両認識によって
求めた車両の走行状態から落石、落下物等の障害物14
の存在すると思われる領域の限定を行い、背景画像の一
部(限定した領域)を障害物検出部25へ送る。
Further, the recognition processing section 22 determines whether the obstacle 14 such as a rock fall or a falling object is detected from the running state of the vehicle obtained by the vehicle recognition.
Of the background image is limited, and a part of the background image (limited area) is sent to the obstacle detection unit 25.

【0014】デジタル・アナログ変換器24は加増記憶
部21に記憶されたデジタル画像情報を読みだしてアナ
ログ画像信号に変換し表示用モニタ26へ表示する。
The digital / analog converter 24 reads out the digital image information stored in the additional storage unit 21, converts it into an analog image signal, and displays it on the display monitor 26.

【0015】一方、障害物検出部25は、認識処理部2
2によって分離された背景画像の一部(限定した領域)
か、または、背景画像全体を受けると、装置起動直後に
背景記憶部23に記憶した背景画像情報を使って路上障
害物検出領域Aの落石、落下荷物等の障害物14の検索
を行い、障害物14が検出されると障害物検出信号を警
報処理部27へ送る。
On the other hand, the obstacle detecting section 25 is composed of the recognition processing section 2
Part of the background image separated by 2 (limited area)
Alternatively, when the entire background image is received, the background image information stored in the background storage unit 23 is used immediately after the apparatus is activated to search for obstacles 14 such as a falling rock or a falling baggage in the road obstacle detection area A, and the obstacle is detected. When the object 14 is detected, an obstacle detection signal is sent to the alarm processing unit 27.

【0016】警報処理部27は障害物検出部25から受
けた障害物検出信号に対応した警報を表示板16へ表示
する。
The alarm processing unit 27 displays an alarm corresponding to the obstacle detection signal received from the obstacle detection unit 25 on the display board 16.

【0017】次に、上記認識処理部22が画像分離処理
を行う動作を図2のフローチャートおよび図6、図8、
図9、図10の説明図により説明する。
Next, the operation of the recognition processing section 22 for performing the image separation processing will be described with reference to the flow chart of FIG. 2 and FIGS.
This will be described with reference to FIGS. 9 and 10.

【0018】画像記憶部21に記憶したデジタル画像情
報を認識処理部22に読み込み、車両等の車両情報と背
景等の背景画像とに2値化処理すなわち画像分離処理を
行う(S1)。この2値化処理後の車両情報から車両の
特徴を抽出する(S2)。追跡中の車両の特徴点か判定
し(S3)、追跡中の車両であれば抽出した特徴点を使
って走行状態を求める(S4)。求めた走行状態(図
8、図9の点線矢印)を累積し(S5)、走行した車両
の台数が単位時間内にある所定の台数を越えた時、累積
した走行状態と車線境界線及び路肩境界線の交点を用い
て、図10の車両の走行しない領域19があるか判定す
る(S6)。車両の走行しない領域19がある場合はそ
の領域の背景画像を障害物検出領域として障害物検出部
25へ送る(S7)。また、抽出した特徴点が追跡中の
車両でない場合は、新たに出現した車両として特徴点に
よる車両認識を行う(S8)。
The digital image information stored in the image storage unit 21 is read into the recognition processing unit 22, and binarization processing, that is, image separation processing is performed on the vehicle information such as the vehicle and the background image such as the background (S1). The characteristics of the vehicle are extracted from the vehicle information after this binarization processing (S2). It is determined whether the characteristic point of the vehicle being tracked (S3), and if the vehicle is being tracked, the running state is obtained using the extracted characteristic points (S4). The obtained traveling states (dotted arrows in FIGS. 8 and 9) are accumulated (S5), and when the number of vehicles traveling exceeds a predetermined number within a unit time, the accumulated traveling states, lane boundaries, and shoulders Using the intersection of the boundary lines, it is determined whether there is a region 19 in which the vehicle does not travel in FIG. 10 (S6). If there is a region 19 in which the vehicle does not travel, the background image of that region is sent to the obstacle detection unit 25 as an obstacle detection region (S7). If the extracted feature point is not the vehicle being tracked, the feature point is recognized as a newly appearing vehicle (S8).

【0019】図6に示すように走行車両18が路肩障害
物検出領域Aを通過し、更に、路上障害物検出領域Aに
車両が存在しない時は、画像分離処理で分離した背景画
像全体を障害物検出部25へ送り障害物検出を行う(S
9)。
As shown in FIG. 6, when the traveling vehicle 18 passes through the road shoulder obstacle detection area A and no vehicle exists in the road obstacle detection area A, the entire background image separated by the image separation processing is obstructed. The obstacle is sent to the object detection unit 25 (S).
9).

【0020】背景画像から障害物検出部25が障害物検
出を行う動作を図3のフローチャートおよび図4、図6
の説明図により説明する。
The operation of the obstacle detecting section 25 for detecting an obstacle from the background image is shown in the flowchart of FIG. 3 and FIGS.
Will be described with reference to FIG.

【0021】障害物検出部25が認識処理部22から背
景画像の一部か、または、背景画像全体を受けると、そ
の背景画像(図6)と装置の起動直後に記憶した背景記
憶部23の背景画像情報(図4)とを比較し背景差分処
理を行う(S11)背景差分処理を行うことによって得
られた背景差分画像を2値化処理する(S12)。この
2値化処理をした画像信号から障害物14を検索し(S
13)、その領域に障害物14があるか否かを判定する
(S14)。あれば障害物検出信号を警報処理部27へ
送り、なければ処理を終了させる。
When the obstacle detection unit 25 receives a part of the background image or the entire background image from the recognition processing unit 22, the background image (FIG. 6) and the background storage unit 23 stored immediately after the apparatus is activated. The background difference image is compared with the background image information (FIG. 4) and the background difference process is performed (S11). The background difference image obtained by performing the background difference process is binarized (S12). The obstacle 14 is searched from the image signal subjected to the binarization processing (S
13), it is determined whether there is an obstacle 14 in the area (S14). If there is, an obstacle detection signal is sent to the alarm processing unit 27, and if not, the processing ends.

【0022】警報処理部27では障害物検出部25から
障害物検出信号を受けると、警報情報を表示板16に送
って後続車17に通知する。
When the alarm processing unit 27 receives the obstacle detection signal from the obstacle detection unit 25, it sends the alarm information to the display board 16 to notify the following vehicle 17.

【0023】このように本発明の路上障害物検出装置1
0によれば、走行車両が頻繁な状況では、認識処理部2
2によって図8、図9のように障害物14を避ける走行
車両18の走行状態(点線矢印)を累積して、その状況
から車両の走行しない領域19を限定し障害物検出部2
5により障害物14の検出を行い、走行車両が疎らな状
況では、障害物検出部25によって図4と図6のような
画像情報をつかって障害物検出を行っているので、落
石、落下荷物等を直ちに検出し表示板16を介して警報
情報を後続車17に通知することができる。
Thus, the road obstacle detection device 1 of the present invention
According to 0, in the situation where the traveling vehicle is frequent, the recognition processing unit 2
2 accumulates the traveling states (dotted line arrows) of the traveling vehicle 18 that avoids the obstacle 14 as shown in FIGS. 8 and 9, and limits the region 19 in which the vehicle does not travel from the situation to determine the obstacle detection unit 2
5 detects the obstacle 14, and when the traveling vehicle is sparse, the obstacle detection unit 25 uses the image information shown in FIGS. 4 and 6 to detect the obstacle. And the like can be immediately detected and alarm information can be notified to the following vehicle 17 via the display plate 16.

【0024】[0024]

【発明の効果】本発明は、路上障害物検出領域を撮影す
るITVカメラと、このITVカメラによって得られた
画像信号をデジタル化するアナログ・デジタル変換器
と、このアナログ・デジタル変換器によってデジタル化
された画像情報から車両情報と背景画像とに分離処理を
する認識処理部と、この認識処理部が分離処理した背景
画像から路上障害物を検出する障害物検出部と、この障
害物検出部が送出した障害物検出信号により警報を出力
する警報処理部と、この警報処理部が出力した警報情報
を表示する表示板を備え、更に、認識した車両の走行状
態を累積しその状況によって路上障害物我存在すると思
われる領域を限定する路上障害物検出手段と、認識処理
部が車両の通過終了を検出した後、路上障害物検出領域
に車両が存在しない場合、路上障害物を検出する路上障
害物検出手段とをあわせ以ているので、路上障害物を早
期に、かつ、確実に検出することができる。
INDUSTRIAL APPLICABILITY The present invention provides an ITV camera for photographing an obstacle detection area on a road, an analog / digital converter for digitizing an image signal obtained by the ITV camera, and a digitization by the analog / digital converter. The recognition processing unit that separates the vehicle information and the background image from the obtained image information, the obstacle detection unit that detects a road obstacle from the background image that is separated by this recognition processing unit, and the obstacle detection unit. It is equipped with an alarm processing unit that outputs an alarm in response to the transmitted obstacle detection signal, and a display plate that displays the alarm information output by this alarm processing unit. There is no vehicle in the road obstacle detection area after the road obstacle detection means that limits the area that seems to exist and the recognition processing unit detects the end of passage of the vehicle If, because the following combination of the road obstacle detecting means for detecting an on-road obstacle, in early road obstacle, and can be reliably detected.

【図面の簡単な説明】[Brief description of drawings]

【図1】本発明の路上障害物検出装置の概要を示すブロ
ック図。
FIG. 1 is a block diagram showing an outline of a road obstacle detection device of the present invention.

【図2】本発明の実施例による認識処理部を説明するた
めのフローチャート図。
FIG. 2 is a flow chart diagram for explaining a recognition processing unit according to an embodiment of the present invention.

【図3】本発明の実施例による障害物検出部を説明する
ためのフローチャート図。
FIG. 3 is a flowchart diagram for explaining an obstacle detection unit according to an embodiment of the present invention.

【図4】本発明の実施例による障害物検出を説明するた
めの説明図。
FIG. 4 is an explanatory diagram for explaining obstacle detection according to an embodiment of the present invention.

【図5】本発明の実施例による障害物検出を説明するた
めの説明図。
FIG. 5 is an explanatory diagram for explaining obstacle detection according to the embodiment of the present invention.

【図6】本発明の実施例による障害物検出を説明するた
めの説明図。
FIG. 6 is an explanatory diagram for explaining obstacle detection according to the embodiment of the present invention.

【図7】一般に使用されている路上障害物検出装置の概
要を示す説明図。
FIG. 7 is an explanatory diagram showing an outline of a commonly used road obstacle detection device.

【図8】車両の走行状態による障害物検出を説明する説
明図。
FIG. 8 is an explanatory diagram for explaining obstacle detection according to a traveling state of the vehicle.

【図9】車両の走行状態による障害物検出を説明する説
明図。
FIG. 9 is an explanatory diagram for explaining obstacle detection depending on the traveling state of the vehicle.

【図10】車両の走行状態による障害物検出を説明する
説明図。
FIG. 10 is an explanatory diagram illustrating obstacle detection according to a traveling state of a vehicle.

【符号の説明】[Explanation of symbols]

10 路上障害物検出装置 11 道路 12 路側 13 ITVカメラ 14 障害物 15 管理事務所 16 表示板 17 後続車 18 走行車両 19 車両の走行しない領域 20 アナログ・デジタル変換器 21 画像記憶部 22 認識処理部 23 背景記憶部 24 デジタル・アナログ変換器 25 障害物検出部 26 表示用モニタ 27 警報処理部 10 Road Obstacle Detecting Device 11 Road 12 Roadside 13 ITV Camera 14 Obstacle 15 Management Office 16 Display Board 17 Follower Vehicle 18 Traveling Vehicle 19 Non-Traveling Area of Vehicle 20 Analog / Digital Converter 21 Image Storage Unit 22 Recognition Processing Unit 23 Background storage unit 24 Digital / analog converter 25 Obstacle detection unit 26 Display monitor 27 Alarm processing unit

フロントページの続き (51)Int.Cl.6 識別記号 庁内整理番号 FI 技術表示箇所 G08B 21/00 E G08G 1/16 C H04N 7/18 K Continuation of front page (51) Int.Cl. 6 Identification number Office reference number FI Technical display location G08B 21/00 E G08G 1/16 C H04N 7/18 K

Claims (3)

【特許請求の範囲】[Claims] 【請求項1】路上障害物検出領域を撮影するITVカメ
ラと、 このITVカメラによって得られた画像をデシタル化す
るアナログ・デシダル変換器と、 このアナログ・デジタル変換器によってデジタル化され
た画像処理から車両情報と背景画像とに分離処理する認
識処理部と、 この障害物検出部が出力した障害物検出信号により警報
を出力する警報処理部と、 この警報処理部が出力した警報情報を表示する表示板
と、 を備えたことを特徴賭する路上障害物検出装置。
1. An ITV camera for photographing an obstacle detection area on a road, an analog-decidal converter for digitalizing an image obtained by the ITV camera, and an image processing digitized by the analog-digital converter. A recognition processing unit that separates the vehicle information and the background image, an alarm processing unit that outputs an alarm based on the obstacle detection signal output by the obstacle detection unit, and a display that displays the alarm information output by the alarm processing unit. A road obstacle detection device characterized by comprising a board and a bet.
【請求項2】認識処理部は、認識した車両の走行状態を
累積しその状況によって路上障害物が存在すると思われ
る領域を限定することを特徴とする請求項1に記載の路
上障害物検出装置。
2. The road obstacle detection device according to claim 1, wherein the recognition processing unit accumulates the recognized running states of the vehicle and limits an area where a road obstacle is likely to exist depending on the situation. .
【請求項3】障害物検出部は、認識処理部が車両の通過
終了を検出した後、路上障害物検出領域に車両が存在し
ない場合、路上障害物を検出することを特徴とする請求
項1又は2に記載の路上障害物検出装置。
3. The obstacle detection unit detects a road obstacle when the vehicle does not exist in the road obstacle detection area after the recognition processing unit detects the passage end of the vehicle. Or the road obstacle detection device described in 2.
JP6208670A 1994-09-01 1994-09-01 On-road obstacle detecting device Pending JPH0877487A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP6208670A JPH0877487A (en) 1994-09-01 1994-09-01 On-road obstacle detecting device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP6208670A JPH0877487A (en) 1994-09-01 1994-09-01 On-road obstacle detecting device

Publications (1)

Publication Number Publication Date
JPH0877487A true JPH0877487A (en) 1996-03-22

Family

ID=16560120

Family Applications (1)

Application Number Title Priority Date Filing Date
JP6208670A Pending JPH0877487A (en) 1994-09-01 1994-09-01 On-road obstacle detecting device

Country Status (1)

Country Link
JP (1) JPH0877487A (en)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20030034359A (en) * 2001-10-23 2003-05-09 현대자동차주식회사 Method of dividing a picture to apply to an active safety apparatus for vehicles
US7489802B2 (en) 2002-09-10 2009-02-10 Zeev Smilansky Miniature autonomous agents for scene interpretation
JP2014072681A (en) * 2012-09-28 2014-04-21 Saxa Inc Monitoring device and monitoring system
JP2017033478A (en) * 2015-08-06 2017-02-09 オムロン株式会社 Obstacle detection apparatus, obstacle detection method, and obstacle detection program

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20030034359A (en) * 2001-10-23 2003-05-09 현대자동차주식회사 Method of dividing a picture to apply to an active safety apparatus for vehicles
US7489802B2 (en) 2002-09-10 2009-02-10 Zeev Smilansky Miniature autonomous agents for scene interpretation
US7903841B2 (en) 2002-09-10 2011-03-08 Emza Visual Sense Miniature autonomous agents for scene interpretation
JP2014072681A (en) * 2012-09-28 2014-04-21 Saxa Inc Monitoring device and monitoring system
JP2017033478A (en) * 2015-08-06 2017-02-09 オムロン株式会社 Obstacle detection apparatus, obstacle detection method, and obstacle detection program

Similar Documents

Publication Publication Date Title
EP0400607B1 (en) Infrared monitoring system
JP2003219399A (en) Supervisory apparatus for identifying supervisory object
JPH1096626A (en) Detector for distance between vehicles
KR100696226B1 (en) Vehicle monitoring method, specific character pattern recognition devicem and vehicle monitoring system
CN108198419A (en) A kind of Intelligent road traffic safety hidden troubles removing system
JPH0877487A (en) On-road obstacle detecting device
JP3361399B2 (en) Obstacle detection method and device
JP2001160146A (en) Method and device for recognizing image
JP2002367077A (en) Device and method for deciding traffic congestion
JPH0238997B2 (en)
JPH03242592A (en) Monitoring device for image
JP2003272086A (en) Tunnel inside monitoring system, program and recording medium
KR101026852B1 (en) Method and system of supervision for car stop or parking
JP2002260166A (en) Information distribution device and information distribution system
JP2008028478A (en) Obstacle detection system, and obstacle detecting method
JPH1031797A (en) Method for specifying vehicle in parking lot, system therefor, parking charge calculation method and system therefor
JPH0397080A (en) Picture monitoring device
JP2001260885A (en) Obstacle detecting system and obstacle detecting method
JP4338294B2 (en) Image recognition method and apparatus and monitoring system
JP4298031B2 (en) Stagnant detection device
JP2003323689A (en) Special vehicle detecting device and method
JP2003217080A (en) Parking vehicle specifying system
JP3268096B2 (en) Image-based stop vehicle detection method
CN1131699C (en) Method for detecting driver's eyes in dozing driving alarm system
KR101448696B1 (en) Method to detect successive car by using frame variation amount and car recognition system