JP2009037493A - Drive support device - Google Patents

Drive support device Download PDF

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JP2009037493A
JP2009037493A JP2007202311A JP2007202311A JP2009037493A JP 2009037493 A JP2009037493 A JP 2009037493A JP 2007202311 A JP2007202311 A JP 2007202311A JP 2007202311 A JP2007202311 A JP 2007202311A JP 2009037493 A JP2009037493 A JP 2009037493A
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vehicle
luminance
warning
driver
display object
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Tomonobu Inaba
智信 稲葉
Keisuke Miyagawa
恵介 宮川
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Honda Motor Co Ltd
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Honda Motor Co Ltd
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Abstract

<P>PROBLEM TO BE SOLVED: To reliably decelerate or stop a vehicle even if a driver is dazzled and visibility of a signal or a stop sign is decreased. <P>SOLUTION: When an indication object detecting means M3 detects an indication object outside a vehicle that indicates deceleration or stop of the vehicle, a warning means 17 issues to a driver a warning to decelerate or stop the vehicle at a predetermined distance back from the indication object. At this point, a luminance detection means M4 detects the luminance in front of the vehicle, and, when the luminance is a predetermined reference value or more, the predetermined distance is increased. Accordingly, when the driver is dazzled and it is difficult for the driver to visually identify the indication object, the warning is issued sooner, thereby allowing the vehicle to reliably decelerate or stop back from the indication object. Furthermore, the luminance in front of the vehicle is detected based on the road surface luminance and the equivalent veiling luminance. Accordingly, the glare of the driver that the driver feels when identifying the indication object outside the vehicle can accurately be determined, thereby allows appropriate operation of the warning means 17. <P>COPYRIGHT: (C)2009,JPO&INPIT

Description

本発明は、車両に搭載されて該車両の減速あるいは停止を指示する車外の表示物を検出する表示物検出手段と、前記表示物が検出されたときに該表示物の所定距離手前で運転者に車両を減速あるいは停止するための警告を発する警告手段とを備える運転支援装置に関する。   The present invention provides a display object detection means for detecting a display object mounted on a vehicle and instructing deceleration or stop of the vehicle, and a driver a predetermined distance before the display object when the display object is detected. The present invention relates to a driving support device comprising a warning means for issuing a warning for decelerating or stopping the vehicle.

夜間や雨天時のような視界が悪い状況下では、日中等のように視界が良好な状況下に比べて、運転者が道路の停止線を視認することが難しいため、運転者による自発的な減速操作を的確に行うことが難しくなる。そこで視界が悪い状況下では、自動制動装置や警報装置の作動タイミングを視界が良い通常時に比べて早めることで、停止線の手前で自車を確実に停止させるものが、下記特許文献1により公知である。
特開2006−252148号公報
In situations where visibility is poor such as at night or in the rain, it is more difficult for the driver to see the stop line of the road than in situations where visibility is good such as during the daytime. It becomes difficult to perform the deceleration operation accurately. Therefore, in a situation where visibility is poor, it is known from Patent Document 1 below that the automatic braking device and the alarm device are stopped before the stop line by accelerating the operation timing of the automatic braking device and alarm device in comparison with the normal time when visibility is good. It is.
JP 2006-252148 A

しかしながら、日中であっても太陽の高度が低い場合、特に逆光の場合には信号機や一時停止の標識の視認性が著しく低下することがあり、このような場合には運転者が信号機や一時停止を視認し難くなり、運転者が制動を行うタイミングが遅れる可能性がある。   However, even during the daytime, the visibility of traffic lights and stop signs may be significantly reduced when the altitude of the sun is low, especially in the case of backlighting. It becomes difficult to visually recognize the stop, and there is a possibility that the timing at which the driver performs braking will be delayed.

本発明は前述の事情に鑑みてなされたもので、運転者が眩しく感じて信号機や一時停止の標識の視認性が低下した場合でも、自車を確実に減速あるいは停止させることを目的とする。   The present invention has been made in view of the above circumstances, and an object of the present invention is to reliably decelerate or stop the host vehicle even when the driver feels dazzling and the visibility of a traffic light or a stop sign is lowered.

上記目的を達成するために、請求項1に記載された発明によれば、車両に搭載されて該車両の減速あるいは停止を指示する車外の表示物を検出する表示物検出手段と、前記表示物が検出されたときに該表示物の所定距離手前で運転者に車両を減速あるいは停止するための警告を発する警告手段とを備える運転支援装置において、車両前方の輝度を検出する輝度検出手段を備え、前記警告手段は、前記輝度検出手段が検出した輝度が所定の基準値以上の場合に前記所定距離を増加させることを特徴とする運転支援装置が提案される。   In order to achieve the above object, according to the first aspect of the present invention, there is provided a display object detection means for detecting a display object mounted on a vehicle and instructing deceleration or stop of the vehicle, and the display object. And a warning means for issuing a warning to the driver for decelerating or stopping the vehicle before a predetermined distance from the display object when the vehicle is detected. The driving support device is proposed in which the warning unit increases the predetermined distance when the luminance detected by the luminance detection unit is equal to or higher than a predetermined reference value.

また請求項2に記載された発明によれば、請求項1の構成に加えて、前記輝度検出手段は、路面輝度と等価光幕輝度とに基づいて前記車両前方の輝度を検出することを特徴とする運転支援装置が提案される。   According to the second aspect of the present invention, in addition to the configuration of the first aspect, the luminance detecting means detects the luminance in front of the vehicle based on road surface luminance and equivalent light curtain luminance. A driving support device is proposed.

請求項1の構成によれば、表示物検出手段が車両の減速あるいは停止を指示する車外の表示物を検出すると、警告手段が前記表示物の所定距離手前で運転者に車両を減速あるいは停止するための警告を発する。このとき、輝度検出手段が車両前方の輝度を検出し、その輝度が所定の基準値以上の場合に前記所定距離を増加させるので、運転者が眩しく感じて表示物を視認し難いときには早めに警告を発し、表示物の手前で車両を確実に減速あるいは停止させることができる。   According to the configuration of the first aspect, when the display object detection unit detects a display object outside the vehicle instructing deceleration or stop of the vehicle, the warning unit decelerates or stops the vehicle to the driver before a predetermined distance of the display object. Issue a warning for. At this time, the brightness detection means detects the brightness in front of the vehicle, and increases the predetermined distance when the brightness is equal to or higher than a predetermined reference value, so if the driver feels dazzled and it is difficult to visually recognize the display object, an early warning is given. The vehicle can be reliably decelerated or stopped in front of the display object.

また請求項2の構成によれば、路面輝度と等価光幕輝度とに基づいて車両前方の輝度を検出するので、運転者が車外の表示物を視認するときに感じる眩しさを正しく判定して警告手段を的確に作動させることができる。   According to the second aspect of the present invention, since the brightness in front of the vehicle is detected based on the road surface brightness and the equivalent light curtain brightness, it is possible to correctly determine the glare that the driver feels when visually recognizing the display object outside the vehicle. The warning means can be actuated accurately.

以下、本発明の実施の形態を添付の図面に基づいて説明する。   Hereinafter, embodiments of the present invention will be described with reference to the accompanying drawings.

図1〜図5は本発明の実施の形態を示すもので、図1は運転支援装置の構成を示すブロック図、図2はテレビカメラで撮像した自車前方の画像を示す図、図3は路面輝度および等価光幕輝度から相対閾値増加TIを検索するマップ、図4は車速に応じて変化する警告タイミングを示す図、図5は作用を説明するフローチャートである。   1 to 5 show an embodiment of the present invention, FIG. 1 is a block diagram showing a configuration of a driving support device, FIG. 2 is a diagram showing an image in front of the vehicle taken by a TV camera, and FIG. A map for searching for the relative threshold value increase TI from the road surface luminance and the equivalent light curtain luminance, FIG. 4 is a diagram showing a warning timing that changes according to the vehicle speed, and FIG.

図1に示すように、本実施の形態の運転支援装置は、自車前方の物体を検知するレーダー装置11と、自車前方の画像を撮像するテレビカメラ12と、自車前方の輝度を検出する輝度計13と、自車の車速、ヨーレート、横加速度等の車両情報を検出する車両情報検出手段14と、人工衛生からの信号を受信するGPS装置15と、道路地図、信号機、一時停止の標識等の情報を記憶する地図データベース16と、自車を自動制動する自動制動手段や、音声,ブザー、チャイム等で運転者に自発的な制動を促す警報装置段等で構成される警告手段17と、警告手段17の作動を制御する電子制御ユニットUとを備える。   As shown in FIG. 1, the driving support device of the present embodiment detects a radar device 11 that detects an object in front of the host vehicle, a TV camera 12 that captures an image in front of the host vehicle, and a luminance in front of the host vehicle. Luminance meter 13, vehicle information detecting means 14 for detecting vehicle information such as the vehicle speed, yaw rate and lateral acceleration of the own vehicle, GPS device 15 for receiving a signal from artificial hygiene, road map, traffic light, temporary stop Warning means 17 comprised of a map database 16 for storing information such as signs, automatic braking means for automatically braking the vehicle, and an alarm device stage for prompting the driver to spontaneously brake by voice, buzzer, chime, etc. And an electronic control unit U for controlling the operation of the warning means 17.

電子制御ユニットUは、前走車検出手段M1と、自車位置特定手段M2と、自車が走行する道路の交差点に設けられた信号機や一時停止の標識等の表示物を検出する表示物検出手段M3と、自車前方の輝度を検出する輝度検出手段M4と、警告手段17の作動を制御する警告手段作動制御手段M5とを備える。そして輝度検出手段M4は、路面輝度算出手段M6と、等価光幕輝度算出手段M7と、相対閾値増加算出手段M8と、比較手段M9とで構成される。   The electronic control unit U detects a display object such as a preceding vehicle detection means M1, an own vehicle position specifying means M2, and a traffic light or a stop sign provided at an intersection of the road on which the own vehicle travels. Means M3, brightness detection means M4 for detecting the brightness ahead of the host vehicle, and warning means operation control means M5 for controlling the operation of warning means 17 are provided. The luminance detection unit M4 includes a road surface luminance calculation unit M6, an equivalent light curtain luminance calculation unit M7, a relative threshold increase calculation unit M8, and a comparison unit M9.

前走車検出手段M1は、レーダー装置11の出力に基づいて自車の進路に存在する前走車を検出する。自車位置特定手段M2は、地図データベース16から読み出した地図データと、GPS装置15からの信号と、車両情報検出手段14で検出した自車の車速、ヨーレート、横加速度等の車両情報とに基づいて地図上の自車位置を特定する。   Based on the output of the radar device 11, the preceding vehicle detection means M1 detects the preceding vehicle existing on the course of the own vehicle. The own vehicle position specifying means M2 is based on the map data read from the map database 16, the signal from the GPS device 15, and the vehicle information such as the vehicle speed, yaw rate, and lateral acceleration detected by the vehicle information detecting means 14. To locate your vehicle on the map.

表示物検出手段M3は、テレビカメラ12で撮像した自車前方の画像を処理して識別した信号機や一時停止の標識等の表示物の情報と、地図データベース16から読み出した地図データに含まれる信号機や一時停止の標識等の表示物の情報とに基づいて、自車の進路の前方に表示物が存在することを検出する。   The display object detection means M3 processes the information in front of the vehicle imaged by the TV camera 12 and identifies the display object such as a traffic signal and a stop sign, and the traffic signal included in the map data read from the map database 16. And the presence of a display object in front of the course of the own vehicle based on the display object information such as a stop sign or the like.

輝度計13、前走車検出手段M1および表示物検出手段M3に接続された輝度検出手段M4は、図2に示すように、自車前方の路面の輝度と路面の上方の領域、つまり信号機18や一時停止の標識19等の表示物が存在する領域の輝度とを別々に算出する。即ち、テレビカメラ12で撮像した画像を処理して自車前方の画像を路面とその上方の領域とに識別し、路面輝度算出手段M6は輝度計13の出力に基づいて自車前方の路面の輝度を算出し、等価光幕輝度算出手段M7は輝度計13の出力に基づいて自車前方の路面の上方の領域の輝度を算出する。   As shown in FIG. 2, the luminance detector M4 connected to the luminance meter 13, the preceding vehicle detection means M1, and the display object detection means M3 includes the luminance of the road surface in front of the vehicle and the area above the road surface, that is, the traffic light 18. And the brightness of the area where the display object such as the stop sign 19 exists is calculated separately. That is, the image captured by the TV camera 12 is processed to identify the image ahead of the vehicle as a road surface and an area above the road surface, and the road surface brightness calculation means M6 determines the road surface ahead of the vehicle based on the output of the luminance meter 13. The equivalent light curtain brightness calculation means M7 calculates the brightness of the area above the road surface ahead of the host vehicle based on the output of the brightness meter 13.

煙や霧で曇った空間に強い光を照射すると、その光が散乱して光の幕ができ、背後の風景が見え難くなる.この光幕の輝度を光幕輝度という。これと同じ現象が運転者の眼球内でも生じるが、眼球内の光幕輝度を直接測定することができないため、眼球と対象物との間に代用の光幕を想定し、実際に眼球内に生じる光幕輝度と等価な作用をする光幕輝度として表したものを等価光幕輝度という。   When strong light is applied to a cloudy space with smoke or mist, the light is scattered to create a curtain of light, making it difficult to see the landscape behind. The brightness of this light curtain is called light curtain brightness. The same phenomenon occurs in the driver's eyeball. However, since the brightness of the light curtain in the eyeball cannot be measured directly, a substitute light curtain is assumed between the eyeball and the object, and the eyeball is actually in the eyeball. What is represented as a light curtain brightness that acts equivalent to the generated light curtain brightness is called equivalent light curtain brightness.

相対閾値増加算出手段M8は、路面輝度と等価光幕輝度とをパラメータとし、図3に示すマップから自車前方の眩しさの程度を判定する。図3は横軸を路面輝度とし、縦軸を等価光幕輝度とするマップであり、マップの左上の領域ほど、つまり路面輝度に比べて等価光幕輝度が高いほど眩しさが強くなり、眩しさの程度を表す相対閾値増加TIの値が増加する。   The relative threshold increase calculating means M8 uses the road surface luminance and the equivalent light curtain luminance as parameters, and determines the degree of glare in front of the host vehicle from the map shown in FIG. FIG. 3 is a map in which the horizontal axis is the road surface brightness and the vertical axis is the equivalent light screen brightness. The value of the relative threshold increase TI indicating the degree of the thickness increases.

比較手段M9は、相対閾値増加算出手段M8で算出した相対閾値増加TIが予め設定した基準値TIa(例えば、TI=10)以上のときに、自車の前方が眩しくて信号機18や一次停止の標識19等が見難い状態にあると判断する。このような状況は、主として早朝や夕方の太陽高度が低いときに発生する。このように路面輝度と等価光幕輝度とに基づいて車両前方の輝度を検出するので、運転者が車外の表示物を視認するときに感じる眩しさを正しく判定することができる。   When the relative threshold value increase TI calculated by the relative threshold value increase calculation means M8 is equal to or greater than a preset reference value TIa (for example, TI = 10), the comparison unit M9 is dazzling in front of the host vehicle, and the traffic light 18 or primary stop is performed. It is determined that the sign 19 is difficult to see. Such a situation occurs mainly when the solar altitude is low in the early morning or evening. Thus, since the brightness in front of the vehicle is detected based on the road surface brightness and the equivalent light curtain brightness, it is possible to correctly determine the glare that the driver feels when viewing the display object outside the vehicle.

警告手段作動制御手段M5は、表示物検出手段M3が自車の進路の前方に信号機18や一時停止の標識19等の表示物が存在すると判断したとき、自車の車速および前記表示物までの到達時間に応じて自動制動手段や警報装置よりなる警告手段17を作動させる。   The warning means operation control means M5, when the display object detection means M3 determines that there is a display object such as a traffic light 18 or a stop sign 19 in front of the path of the host vehicle, the vehicle speed of the host vehicle and the display object The warning means 17 comprising an automatic braking means or an alarm device is operated according to the arrival time.

図4に示すように、相対閾値増加TIが予め設定した基準値TIa未満であって自車の前方が眩しくないとき、例えば車速が40km/hであれば、自車が前記表示物に到達する3.4秒前に警告手段17を作動させる。一方、相対閾値増加TIが予め設定した基準値TIa以上であって自車の前方が眩しいときは、自車が前記表示物に到達する6.8秒前に、つまり通常時よりも早めに警告手段17を作動させる。   As shown in FIG. 4, when the relative threshold increase TI is less than a preset reference value TIa and the front of the vehicle is not dazzling, for example, if the vehicle speed is 40 km / h, the vehicle reaches the display object. 3. Activate the warning means 17 before 4 seconds. On the other hand, when the relative threshold increase TI is equal to or greater than the preset reference value TIa and the front of the vehicle is dazzling, a warning is given 6.8 seconds before the vehicle reaches the display object, that is, earlier than normal. The means 17 is activated.

これにより、運転者が眩しさにより信号機18や一時停止の標識19等の表示物を見落としてブレーキ操作が遅れても、自動制動や警報により運転者に警告して前記表示物の手前で自車を確実に停止させることができる。表示物に到達する3.4秒前に警告手段17を作動させる通常時には、自動制動の減速度は0.6Gに設定されるが、自車の前方が眩しいために表示物に到達する6.8秒前に警告手段17を作動させる場合には、時間的な余裕があるために自動制動の減速度は低めの0.3Gに設定される。   Thus, even if the driver overlooks the display object such as the traffic light 18 or the stop sign 19 due to glare and the brake operation is delayed, the driver is warned by automatic braking or warning and the vehicle is in front of the display object. Can be stopped reliably. In the normal time when the warning means 17 is activated 3.4 seconds before the display object is reached, the deceleration of automatic braking is set to 0.6 G, but the display object is reached because the front of the vehicle is dazzling. When the warning means 17 is operated 8 seconds before, the deceleration of automatic braking is set to a lower 0.3 G because there is a time margin.

上記作用を、図5のフローチャートに基づいて更に説明する。   The above operation will be further described based on the flowchart of FIG.

先ずステップS1でレーダー装置11により自車前方に前走車を検知した場合には、本実施の形態の運転支援は行われない。何故ならば、前走車が存在すると前方の道路が前走車により隠され,路面輝度を検出できないからである。また前走車に対する追従走行制御が行われている場合には、本実施の形態の運転支援よりも、前記追従走行制御が優先されるからである。   First, when the preceding vehicle is detected in front of the host vehicle by the radar device 11 in step S1, the driving support of the present embodiment is not performed. This is because if there is a preceding vehicle, the road ahead is hidden by the preceding vehicle and the road surface brightness cannot be detected. Further, when the follow-up running control for the preceding vehicle is performed, the follow-up running control is prioritized over the driving support of the present embodiment.

前記ステップS1で前走車を検知しない場合には、ステップS2で輝度計13によって自車前方の輝度を検出し、ステップS3で前記輝度から相対閾値増加TIを算出し、ステップS4で相対閾値増加TIが基準値TIa以上であるとき、ステップS5で運転者に自発的な制動を促す警告に発するタイミングを早めるように変更し、ステップS6で警告装置17を作動させて運転者に警告を発する。また前記ステップS4で相対閾値増加TIが基準値TIa未満であるときには、警告に発するタイミングを早めることなく、ステップS6で警告装置17を作動させて運転者に警告を発する。   If the preceding vehicle is not detected in step S1, the luminance in front of the vehicle is detected by the luminance meter 13 in step S2, the relative threshold increase TI is calculated from the luminance in step S3, and the relative threshold increase is determined in step S4. When the TI is equal to or greater than the reference value TIa, the timing for issuing a warning prompting the driver to voluntarily brake is changed in step S5, and the warning device 17 is activated in step S6 to issue a warning to the driver. If the relative threshold increase TI is less than the reference value TIa in step S4, the warning device 17 is operated in step S6 to issue a warning to the driver without advancing the timing for issuing the warning.

以上のように、自車前方の輝度が所定の基準値以上であって信号機18等が視認困難な場合に、運転者に自発的な制動を促す警告を発するタイミングを早めるので、運転者が眩しく感じて信号機18等を視認し難いときには早めに警告を発し、表示物の手前で自車を確実に減速あるいは停止させることができる。   As described above, when the luminance in front of the host vehicle is equal to or higher than a predetermined reference value and the traffic light 18 or the like is difficult to visually recognize, the driver is dazzled because the timing for issuing a warning for voluntary braking to the driver is advanced. When it is difficult to visually recognize the traffic light 18 or the like, a warning is issued early, and the host vehicle can be surely decelerated or stopped before the display object.

以上、本発明の実施の形態を説明したが、本発明はその要旨を逸脱しない範囲で種々の設計変更を行うことが可能である。   The embodiments of the present invention have been described above, but various design changes can be made without departing from the scope of the present invention.

また本発明の表示物は、信号機18や一時停止の標識19に限定されず、一方通行進入禁止等の他の表示物を含むものとする。   Further, the display object of the present invention is not limited to the traffic light 18 or the temporary stop sign 19 but includes other display objects such as one-way entry prohibition.

また実施の形態では、輝度計13を用いて路面輝度および等価光幕輝度を算出しているが、グレアレンズを装着して車両前方水平方向に向けた輝度計により等価光幕輝度を検出し、別個に設けた輝度計により例えば車両の前方10mの路面の路面輝度を検出しても良い。あるいは、テレビカメラ12で撮像した画像を処理して自車前方の画像とその上方の領域とに分離し、予め実験的に求めた画像上の輝度と実際の輝度との関係により、路面輝度および等価光幕輝度を算出しても良い。   Further, in the embodiment, the road surface luminance and the equivalent light screen luminance are calculated using the luminance meter 13, but the equivalent light screen luminance is detected by the luminance meter attached to the glare lens and directed in the horizontal direction in front of the vehicle. For example, the road surface luminance of the road surface 10 m ahead of the vehicle may be detected by a separately provided luminance meter. Alternatively, the image captured by the television camera 12 is processed to be separated into an image ahead of the host vehicle and a region above the vehicle, and the road surface brightness and the actual brightness are determined according to the relationship between the brightness on the image obtained experimentally and the actual brightness. Equivalent screen brightness may be calculated.

運転支援装置の構成を示すブロック図Block diagram showing the configuration of the driving support device テレビカメラで撮像した自車前方の画像を示す図The figure which shows the picture ahead of the own car which is photographed with the television camera 路面輝度および等価光幕輝度から相対閾値増加TIを検索するマップMap for retrieving relative threshold increase TI from road surface brightness and equivalent light curtain brightness 車速に応じて変化する警告タイミングを示す図The figure which shows the warning timing which changes according to vehicle speed 作用を説明するフローチャートFlow chart explaining operation

符号の説明Explanation of symbols

17 警告手段
18 信号機(表示物)
19 一時停止の標識(表示物)
M3 表示物検出手段
M4 輝度検出手段
TIa 基準値
17 Warning means 18 Traffic light (display)
19 Stop sign (indication)
M3 Display object detection means M4 Luminance detection means TIa Reference value

Claims (2)

車両に搭載されて該車両の減速あるいは停止を指示する車外の表示物(18,19)を検出する表示物検出手段(M3)と、前記表示物(18,19)が検出されたときに該表示物(18,19)の所定距離手前で運転者に車両を減速あるいは停止するための警告を発する警告手段(17)とを備える運転支援装置において、
車両前方の輝度を検出する輝度検出手段(M4)を備え、前記警告手段(17)は、前記輝度検出手段(M4)が検出した輝度が所定の基準値(TIa)以上の場合に前記所定距離を増加させることを特徴とする運転支援装置。
Display object detection means (M3) for detecting a display object (18, 19) mounted on the vehicle and instructing deceleration or stop of the vehicle, and when the display object (18, 19) is detected In a driving support device comprising warning means (17) for issuing a warning for decelerating or stopping the vehicle to the driver a predetermined distance before the display object (18, 19),
Luminance detection means (M4) for detecting the brightness in front of the vehicle is provided, and the warning means (17) is configured to detect the predetermined distance when the brightness detected by the brightness detection means (M4) is equal to or greater than a predetermined reference value (TIa). A driving assistance device characterized by increasing the driving force.
前記輝度検出手段(M4)は、路面輝度と等価光幕輝度とに基づいて前記車両前方の輝度を検出することを特徴とする、請求項1に記載の運転支援装置。   The driving support device according to claim 1, wherein the luminance detection means (M4) detects the luminance in front of the vehicle based on road surface luminance and equivalent light curtain luminance.
JP2007202311A 2007-08-02 2007-08-02 Drive support device Pending JP2009037493A (en)

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2017097682A (en) * 2015-11-26 2017-06-01 マツダ株式会社 Sign recognition system
US10232772B2 (en) 2015-03-26 2019-03-19 Mitsubishi Electric Corporation Driver assistance system

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10232772B2 (en) 2015-03-26 2019-03-19 Mitsubishi Electric Corporation Driver assistance system
JP2017097682A (en) * 2015-11-26 2017-06-01 マツダ株式会社 Sign recognition system
CN107038882A (en) * 2015-11-26 2017-08-11 马自达汽车株式会社 Identify identifying system

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